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_000154 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-4_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 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": 154
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_2_000068 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_2_000068.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": 68
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-12_000023 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-12_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 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": 23
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-2_000146 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-2_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 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": 146
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_12_000107 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_12_000107.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": 12,
"sample_index_in_group": 107
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-6_000150 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-6_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 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": 150
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-16_000003 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-16_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 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": 3
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_8_000188 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_8_000188.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": 188
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-18_000081 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-18_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": -18,
"sample_index_in_group": 81
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_8_000025 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_8_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 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": 25
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_4_000105 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_4_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 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": 105
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_10_000189 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_10_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 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": 189
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_10_000115 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_10_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 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": 115
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_14_000149 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_14_000149.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-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": 149
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_8_000186 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_8_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 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": 186
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_18_000180 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_18_000180.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 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": 180
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-18_000196 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-18_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 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": 196
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-20_000102 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-20_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 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": -20,
"sample_index_in_group": 102
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-20_000060 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-20_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 QAM16. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"QAM16"
]
} | {
"split": "eval",
"mod": "QAM16",
"snr": -20,
"sample_index_in_group": 60
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_-16_000047 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_-16_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 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": 47
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-8_000128 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-8_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 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": 128
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_2_000190 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_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 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": 190
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-12_000180 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-12_000180.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": 180
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_8_000152 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_8_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 BPSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"BPSK"
]
} | {
"split": "eval",
"mod": "BPSK",
"snr": 8,
"sample_index_in_group": 152
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-6_000055 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-6_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 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": 55
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_16_000084 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_16_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 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": 84
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_6_000140 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_6_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 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": 140
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_18_000106 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_18_000106.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 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": 106
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_10_000123 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_10_000123.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": 10,
"sample_index_in_group": 123
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_14_000160 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_14_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 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": 14,
"sample_index_in_group": 160
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-18_000041 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-18_000041.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": 41
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-8_000127 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-8_000127.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": 127
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_14_000052 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_14_000052.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": 14,
"sample_index_in_group": 52
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_4_000065 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_4_000065.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 8PSK. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"8PSK"
]
} | {
"split": "eval",
"mod": "8PSK",
"snr": 4,
"sample_index_in_group": 65
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-16_000136 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-16_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 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": 136
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_16_000026 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_16_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 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": 26
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_6_000145 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_6_000145.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": 6,
"sample_index_in_group": 145
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-2_000093 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-2_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": -2,
"sample_index_in_group": 93
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_18_000121 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_18_000121.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": 18,
"sample_index_in_group": 121
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-4_000134 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-4_000134.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 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": 134
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_8_000018 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_8_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-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": 18
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-12_000081 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-12_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 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": 81
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-18_000172 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-18_000172.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": -18,
"sample_index_in_group": 172
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_14_000121 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_14_000121.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": 14,
"sample_index_in_group": 121
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-12_000077 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-12_000077.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": -12,
"sample_index_in_group": 77
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-2_000077 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-2_000077.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": -2,
"sample_index_in_group": 77
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_12_000142 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_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 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": 142
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_6_000084 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_6_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-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": 84
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_8PSK_-4_000131 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_8PSK_-4_000131.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": -4,
"sample_index_in_group": 131
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-4_000021 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-4_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 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": 21
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-10_000185 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-10_000185.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-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": 185
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-10_000000 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-10_000000.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 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": 0
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-20_000032 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-20_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 WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": -20,
"sample_index_in_group": 32
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-18_000128 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-18_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 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": 128
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_6_000000 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_6_000000.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": 6,
"sample_index_in_group": 0
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-4_000083 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-4_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 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": 83
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_6_000071 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_6_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 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": 71
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-8_000022 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-8_000022.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": -8,
"sample_index_in_group": 22
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_16_000178 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_16_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 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": 178
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_2_000190 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_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 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": 190
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-2_000137 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-2_000137.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": -2,
"sample_index_in_group": 137
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_14_000087 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_14_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 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": 87
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-2_000049 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-2_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 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": 49
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_18_000167 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_18_000167.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 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": 167
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_-18_000092 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_-18_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 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": 92
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-SSB_0_000044 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-SSB_0_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 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": 44
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-10_000010 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-10_000010.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": -10,
"sample_index_in_group": 10
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-2_000152 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-2_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": -2,
"sample_index_in_group": 152
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-12_000067 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-12_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 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": 67
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-8_000002 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-8_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 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": 2
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-16_000171 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-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 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": 171
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_6_000061 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_6_000061.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": 61
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-16_000150 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-16_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 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": 150
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-12_000153 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-12_000153.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": -12,
"sample_index_in_group": 153
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_2_000014 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_2_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 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": 14
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-2_000112 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-2_000112.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": -2,
"sample_index_in_group": 112
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-20_000047 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-20_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 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": 47
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_12_000105 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_12_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 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": 105
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_6_000117 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_6_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 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": 117
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-10_000087 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-10_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 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": 87
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-16_000111 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-16_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 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": 111
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_0_000070 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_0_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 WBFM. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"WBFM"
]
} | {
"split": "eval",
"mod": "WBFM",
"snr": 0,
"sample_index_in_group": 70
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_-16_000038 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_-16_000038.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": 38
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM16_8_000182 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM16_8_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": 8,
"sample_index_in_group": 182
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-16_000056 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-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 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": 56
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-12_000098 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-12_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 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": 98
} |
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_4_000197 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_4_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 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": 197
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_6_000135 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_6_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 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": 135
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_GFSK_-18_000122 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_GFSK_-18_000122.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 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": 122
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_BPSK_-10_000084 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_BPSK_-10_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 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": 84
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_10_000063 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_10_000063.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": 10,
"sample_index_in_group": 63
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_AM-DSB_-2_000081 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_AM-DSB_-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-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": -2,
"sample_index_in_group": 81
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_-18_000186 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_-18_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 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": 186
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QAM64_-18_000080 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QAM64_-18_000080.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": 80
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_PAM4_0_000105 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_PAM4_0_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 PAM4. | {
"class_list": [
"8PSK",
"AM-DSB",
"AM-SSB",
"BPSK",
"CPFSK",
"GFSK",
"PAM4",
"QAM16",
"QAM64",
"QPSK",
"WBFM"
],
"gt_class": [
"PAM4"
]
} | {
"split": "eval",
"mod": "PAM4",
"snr": 0,
"sample_index_in_group": 105
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_4_000136 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_4_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 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": 136
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_WBFM_8_000081 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_WBFM_8_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": 8,
"sample_index_in_group": 81
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_QPSK_-12_000036 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_QPSK_-12_000036.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": -12,
"sample_index_in_group": 36
} |
RadioML | RadioML2016.10A | RML2016.10A_eval_CPFSK_-14_000131 | npy | {
"num_channel": 2,
"channel_detail": [
"I",
"Q"
],
"path": "Electromagnetic-RadioML-Radio_Modulation_Classification/raw_input/RML2016.10A_eval_CPFSK_-14_000131.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 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": 131
} |
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