task_name stringclasses 13
values | dataset_name stringclasses 13
values | id stringlengths 4 47 | data_type stringclasses 4
values | input_ts dict | input_text stringclasses 593
values | gt_text stringclasses 75
values | gt_result dict | meta_data unknown |
|---|---|---|---|---|---|---|---|---|
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-16_000056 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-16_000056.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": -16,
"sample_index_in_group": 56
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-18_000029 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-18_000029.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please examine the signal characteristics and classify the modulation type into one of these categories: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": -18,
"sample_index_in_group": 29
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-12_000120 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-12_000120.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": -12,
"sample_index_in_group": 120
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-8_000088 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-8_000088.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": -8,
"sample_index_in_group": 88
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_14_000024 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_14_000024.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": 14,
"sample_index_in_group": 24
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-8_000059 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-8_000059.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please examine the signal characteristics and classify the modulation type into one of these categories: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": -8,
"sample_index_in_group": 59
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-14_000179 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-14_000179.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please examine the signal characteristics and classify the modulation type into one of these categories: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": -14,
"sample_index_in_group": 179
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-14_000076 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-14_000076.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": -14,
"sample_index_in_group": 76
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-16_000001 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-16_000001.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -16,
"sample_index_in_group": 1
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-18_000037 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-18_000037.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Determine the most likely modulation type for the provided signal sequence. Choose from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": -18,
"sample_index_in_group": 37
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_18_000005 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_18_000005.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": 18,
"sample_index_in_group": 5
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-18_000076 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-18_000076.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": -18,
"sample_index_in_group": 76
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_14_000130 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_14_000130.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": 14,
"sample_index_in_group": 130
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-16_000058 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-16_000058.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": -16,
"sample_index_in_group": 58
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_12_000146 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_12_000146.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": 12,
"sample_index_in_group": 146
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_16_000046 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_16_000046.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": 16,
"sample_index_in_group": 46
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_14_000181 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_14_000181.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": 14,
"sample_index_in_group": 181
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-12_000062 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-12_000062.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": -12,
"sample_index_in_group": 62
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_2_000020 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_2_000020.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": 2,
"sample_index_in_group": 20
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_14_000092 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_14_000092.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": 14,
"sample_index_in_group": 92
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_6_000078 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_6_000078.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": 6,
"sample_index_in_group": 78
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-20_000187 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-20_000187.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Determine the most likely modulation type for the provided signal sequence. Choose from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": -20,
"sample_index_in_group": 187
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_2_000138 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_2_000138.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": 2,
"sample_index_in_group": 138
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_2_000115 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_2_000115.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": 2,
"sample_index_in_group": 115
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-12_000075 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-12_000075.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -12,
"sample_index_in_group": 75
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_8_000004 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_8_000004.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": 8,
"sample_index_in_group": 4
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-12_000064 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-12_000064.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": -12,
"sample_index_in_group": 64
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_14_000196 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_14_000196.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": 14,
"sample_index_in_group": 196
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-10_000008 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-10_000008.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": -10,
"sample_index_in_group": 8
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-10_000081 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-10_000081.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": -10,
"sample_index_in_group": 81
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_0_000187 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_0_000187.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Determine the most likely modulation type for the provided signal sequence. Choose from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": 0,
"sample_index_in_group": 187
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-10_000078 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-10_000078.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": -10,
"sample_index_in_group": 78
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-10_000105 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-10_000105.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": -10,
"sample_index_in_group": 105
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-10_000138 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-10_000138.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": -10,
"sample_index_in_group": 138
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-14_000100 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-14_000100.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": -14,
"sample_index_in_group": 100
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_0_000072 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_0_000072.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": 0,
"sample_index_in_group": 72
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-8_000189 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-8_000189.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please examine the signal characteristics and classify the modulation type into one of these categories: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -8,
"sample_index_in_group": 189
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-10_000023 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-10_000023.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please infer the modulation category of this I/Q signal. Only choose from the following modulation types: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -10,
"sample_index_in_group": 23
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_18_000150 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_18_000150.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": 18,
"sample_index_in_group": 150
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-18_000126 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-18_000126.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": -18,
"sample_index_in_group": 126
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-6_000004 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-6_000004.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": -6,
"sample_index_in_group": 4
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-12_000138 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-12_000138.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": -12,
"sample_index_in_group": 138
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_14_000047 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_14_000047.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Determine the most likely modulation type for the provided signal sequence. Choose from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": 14,
"sample_index_in_group": 47
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_2_000025 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_2_000025.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": 2,
"sample_index_in_group": 25
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_6_000151 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_6_000151.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": 6,
"sample_index_in_group": 151
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_6_000158 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_6_000158.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": 6,
"sample_index_in_group": 158
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_16_000008 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_16_000008.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": 16,
"sample_index_in_group": 8
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_14_000103 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_14_000103.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please infer the modulation category of this I/Q signal. Only choose from the following modulation types: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": 14,
"sample_index_in_group": 103
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_14_000165 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_14_000165.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": 14,
"sample_index_in_group": 165
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-4_000194 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-4_000194.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": -4,
"sample_index_in_group": 194
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_2_000032 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_2_000032.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": 2,
"sample_index_in_group": 32
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_16_000001 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_16_000001.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": 16,
"sample_index_in_group": 1
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-16_000049 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-16_000049.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please examine the signal characteristics and classify the modulation type into one of these categories: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": -16,
"sample_index_in_group": 49
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-10_000015 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-10_000015.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": -10,
"sample_index_in_group": 15
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-14_000055 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-14_000055.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": -14,
"sample_index_in_group": 55
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-12_000014 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-12_000014.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": -12,
"sample_index_in_group": 14
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-2_000136 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-2_000136.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": -2,
"sample_index_in_group": 136
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-2_000193 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-2_000193.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please infer the modulation category of this I/Q signal. Only choose from the following modulation types: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": -2,
"sample_index_in_group": 193
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_6_000165 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_6_000165.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": 6,
"sample_index_in_group": 165
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-2_000072 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-2_000072.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": -2,
"sample_index_in_group": 72
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-16_000091 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-16_000091.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": -16,
"sample_index_in_group": 91
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-8_000178 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-8_000178.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": -8,
"sample_index_in_group": 178
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-10_000140 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-10_000140.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -10,
"sample_index_in_group": 140
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-10_000018 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-10_000018.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -10,
"sample_index_in_group": 18
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-6_000094 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-6_000094.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": -6,
"sample_index_in_group": 94
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-20_000192 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-20_000192.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": -20,
"sample_index_in_group": 192
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-4_000020 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-4_000020.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": -4,
"sample_index_in_group": 20
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-8_000193 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-8_000193.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please infer the modulation category of this I/Q signal. Only choose from the following modulation types: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": -8,
"sample_index_in_group": 193
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-12_000114 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-12_000114.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": -12,
"sample_index_in_group": 114
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_16_000023 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_16_000023.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please infer the modulation category of this I/Q signal. Only choose from the following modulation types: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": 16,
"sample_index_in_group": 23
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_8_000132 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_8_000132.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": 8,
"sample_index_in_group": 132
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-14_000187 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-14_000187.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Determine the most likely modulation type for the provided signal sequence. Choose from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": -14,
"sample_index_in_group": 187
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-18_000062 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-18_000062.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": -18,
"sample_index_in_group": 62
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-20_000013 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-20_000013.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please infer the modulation category of this I/Q signal. Only choose from the following modulation types: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": -20,
"sample_index_in_group": 13
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-8_000039 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-8_000039.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please examine the signal characteristics and classify the modulation type into one of these categories: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": -8,
"sample_index_in_group": 39
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_2_000160 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_2_000160.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": 2,
"sample_index_in_group": 160
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-10_000092 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-10_000092.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": -10,
"sample_index_in_group": 92
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-12_000168 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-12_000168.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -12,
"sample_index_in_group": 168
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-4_000117 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-4_000117.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Determine the most likely modulation type for the provided signal sequence. Choose from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": -4,
"sample_index_in_group": 117
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-10_000028 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-10_000028.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": -10,
"sample_index_in_group": 28
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-18_000182 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-18_000182.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -18,
"sample_index_in_group": 182
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-2_000190 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-2_000190.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": -2,
"sample_index_in_group": 190
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-8_000095 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-8_000095.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Analyze this wireless communication signal and determine its modulation class. The possible classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": -8,
"sample_index_in_group": 95
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_6_000021 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_6_000021.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": 6,
"sample_index_in_group": 21
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-4_000053 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-4_000053.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please infer the modulation category of this I/Q signal. Only choose from the following modulation types: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": -4,
"sample_index_in_group": 53
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-12_000070 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-12_000070.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": -12,
"sample_index_in_group": 70
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_8_000072 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_8_000072.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": 8,
"sample_index_in_group": 72
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_4_000009 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_4_000009.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please examine the signal characteristics and classify the modulation type into one of these categories: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": 4,
"sample_index_in_group": 9
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_2_000081 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_2_000081.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-SSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-SSB"
]
} | {
"split": "eval",
"mod": "AM-SSB",
"snr": 2,
"sample_index_in_group": 81
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-4_000194 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-4_000194.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": -4,
"sample_index_in_group": 194
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-20_000177 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-20_000177.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Determine the most likely modulation type for the provided signal sequence. Choose from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": -20,
"sample_index_in_group": 177
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-12_000102 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-12_000102.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | I need you to perform automatic modulation classification on the provided radio signal sample. Select the correct class from: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": -12,
"sample_index_in_group": 102
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-10_000076 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-10_000076.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please classify this I/Q sample for automatic modulation recognition. Output one of the following labels: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": -10,
"sample_index_in_group": 76
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-10_000003 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-10_000003.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please infer the modulation category of this I/Q signal. Only choose from the following modulation types: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": -10,
"sample_index_in_group": 3
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-18_000034 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-18_000034.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Based on the given in-phase and quadrature components, predict the corresponding modulation format. Candidate classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": -18,
"sample_index_in_group": 34
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-16_000018 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-16_000018.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is AM-DSB. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"AM-DSB"
]
} | {
"split": "eval",
"mod": "AM-DSB",
"snr": -16,
"sample_index_in_group": 18
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_6_000111 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_6_000111.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": 6,
"sample_index_in_group": 111
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-16_000171 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-16_000171.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given this two-channel I/Q sequence, identify the modulation scheme. The answer must be one of: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": -16,
"sample_index_in_group": 171
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_18_000060 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_18_000060.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Please analyze the given I/Q signal sample and classify its modulation type. Choose one label from the following classes: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": 18,
"sample_index_in_group": 60
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_2_000008 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_2_000008.npy",
"length": 128,
"timestamps": [],
"fs": 1000000
} | Given the sampled I/Q data, recognize which digital or analog modulation scheme is used. The available classes are: 8PSK, AM-DSB, AM-SSB, BPSK, CPFSK, GFSK, PAM4, QAM16, QAM64, QPSK, WBFM. | The modulation type is GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": 2,
"sample_index_in_group": 8
} |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.