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_BPSK_4_000040 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_4_000040.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": 4,
"sample_index_in_group": 40
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-12_000058 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-12_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 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": 58
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-6_000051 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-6_000051.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 PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": -6,
"sample_index_in_group": 51
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_14_000128 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_14_000128.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": 14,
"sample_index_in_group": 128
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_2_000054 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_2_000054.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": 2,
"sample_index_in_group": 54
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-14_000151 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-14_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 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": 151
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_6_000076 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_6_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 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": 76
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_0_000161 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_0_000161.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": 0,
"sample_index_in_group": 161
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_8_000053 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_8_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 QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": 8,
"sample_index_in_group": 53
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_0_000181 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_0_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 GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": 0,
"sample_index_in_group": 181
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_6_000019 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_6_000019.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 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": 6,
"sample_index_in_group": 19
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-8_000028 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-8_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 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": 28
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_2_000071 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_2_000071.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": 2,
"sample_index_in_group": 71
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_0_000069 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_0_000069.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 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": 0,
"sample_index_in_group": 69
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-16_000072 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-16_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 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": 72
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-14_000066 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-14_000066.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": -14,
"sample_index_in_group": 66
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_0_000119 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_0_000119.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": 0,
"sample_index_in_group": 119
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-16_000069 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-16_000069.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": 69
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_4_000035 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_4_000035.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": 4,
"sample_index_in_group": 35
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_8_000197 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_8_000197.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": 8,
"sample_index_in_group": 197
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_8_000099 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_8_000099.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": 8,
"sample_index_in_group": 99
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-16_000035 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-16_000035.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": -16,
"sample_index_in_group": 35
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_10_000059 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_10_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 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": 59
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-6_000152 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-6_000152.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": -6,
"sample_index_in_group": 152
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_14_000196 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_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 WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": 14,
"sample_index_in_group": 196
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-14_000026 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-14_000026.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": -14,
"sample_index_in_group": 26
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_16_000138 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_16_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 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": 138
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-12_000142 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-12_000142.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": 142
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-10_000086 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-10_000086.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": -10,
"sample_index_in_group": 86
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_2_000002 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_2_000002.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": 2
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-10_000096 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-10_000096.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-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": 96
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-16_000095 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-16_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 GFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"GFSK"
]
} | {
"split": "eval",
"mod": "GFSK",
"snr": -16,
"sample_index_in_group": 95
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-16_000013 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-16_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 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": 13
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_8_000015 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_8_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 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": 15
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-18_000078 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-18_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 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": 78
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-10_000083 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-10_000083.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": -10,
"sample_index_in_group": 83
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-18_000156 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-18_000156.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": -18,
"sample_index_in_group": 156
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_0_000087 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_0_000087.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 BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": 0,
"sample_index_in_group": 87
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-10_000085 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-10_000085.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": 85
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-8_000084 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-8_000084.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": -8,
"sample_index_in_group": 84
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_14_000138 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_14_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": 14,
"sample_index_in_group": 138
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_14_000015 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_14_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 WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": 14,
"sample_index_in_group": 15
} |
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_PAM4_18_000031 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_18_000031.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 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": 31
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_18_000032 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_18_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 QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": 18,
"sample_index_in_group": 32
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_8_000133 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_8_000133.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": 8,
"sample_index_in_group": 133
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-2_000171 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-2_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 QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -2,
"sample_index_in_group": 171
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-10_000139 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-10_000139.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 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": 139
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-6_000113 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-6_000113.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 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": 113
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_8_000140 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_8_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 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": 140
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-16_000166 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-16_000166.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": -16,
"sample_index_in_group": 166
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_6_000025 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_6_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 CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": 6,
"sample_index_in_group": 25
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-6_000116 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-6_000116.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": -6,
"sample_index_in_group": 116
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-4_000067 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-4_000067.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 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": 67
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_16_000054 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_16_000054.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": 16,
"sample_index_in_group": 54
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-10_000154 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-10_000154.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": -10,
"sample_index_in_group": 154
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-6_000154 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-6_000154.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": -6,
"sample_index_in_group": 154
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-12_000073 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-12_000073.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": -12,
"sample_index_in_group": 73
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_12_000011 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_12_000011.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": 12,
"sample_index_in_group": 11
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-14_000034 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-14_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": -14,
"sample_index_in_group": 34
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_10_000051 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_10_000051.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 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": 51
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_12_000044 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_12_000044.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 BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": 12,
"sample_index_in_group": 44
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_2_000009 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_2_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 CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": 2,
"sample_index_in_group": 9
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_18_000028 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_18_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 QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": 18,
"sample_index_in_group": 28
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_8_000142 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_8_000142.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": 8,
"sample_index_in_group": 142
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-10_000093 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-10_000093.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": -10,
"sample_index_in_group": 93
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-10_000002 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-10_000002.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 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": 2
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_16_000162 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_16_000162.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": 16,
"sample_index_in_group": 162
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_0_000175 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_0_000175.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 QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": 0,
"sample_index_in_group": 175
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-18_000183 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-18_000183.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": -18,
"sample_index_in_group": 183
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-14_000161 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-14_000161.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": -14,
"sample_index_in_group": 161
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_6_000186 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_6_000186.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": 6,
"sample_index_in_group": 186
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-6_000070 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-6_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-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": 70
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_14_000129 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_14_000129.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": 14,
"sample_index_in_group": 129
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-20_000008 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-20_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 QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": -20,
"sample_index_in_group": 8
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-18_000084 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-18_000084.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": -18,
"sample_index_in_group": 84
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-18_000071 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-18_000071.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": -18,
"sample_index_in_group": 71
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_10_000178 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_10_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-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": 178
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_12_000008 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_12_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 QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": 12,
"sample_index_in_group": 8
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_12_000109 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_12_000109.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": 12,
"sample_index_in_group": 109
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_18_000135 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_18_000135.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 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": 135
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-4_000165 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-4_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 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": 165
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-10_000168 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-10_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 QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": -10,
"sample_index_in_group": 168
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-2_000058 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-2_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": -2,
"sample_index_in_group": 58
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-12_000177 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-12_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 QPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QPSK"
]
} | {
"split": "eval",
"mod": "QPSK",
"snr": -12,
"sample_index_in_group": 177
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-18_000040 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-18_000040.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": -18,
"sample_index_in_group": 40
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-18_000197 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-18_000197.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 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": 197
} |
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_8PSK_2_000098 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_2_000098.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 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": 98
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-8_000015 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-8_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 QAM64. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM64"
]
} | {
"split": "eval",
"mod": "QAM64",
"snr": -8,
"sample_index_in_group": 15
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-4_000129 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-4_000129.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": -4,
"sample_index_in_group": 129
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-6_000082 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-6_000082.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": -6,
"sample_index_in_group": 82
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_4_000053 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_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 CPFSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"CPFSK"
]
} | {
"split": "eval",
"mod": "CPFSK",
"snr": 4,
"sample_index_in_group": 53
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_2_000007 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_2_000007.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 BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": 2,
"sample_index_in_group": 7
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_2_000076 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_2_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 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": 76
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-14_000184 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-14_000184.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": 184
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_6_000199 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_6_000199.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": 6,
"sample_index_in_group": 199
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-12_000186 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-12_000186.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": -12,
"sample_index_in_group": 186
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_8_000147 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_8_000147.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": 8,
"sample_index_in_group": 147
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-16_000174 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-16_000174.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": -16,
"sample_index_in_group": 174
} |
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