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GMSK Spectrum Sensing for Machine Learning

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NIAID Data Ecosystem2026-05-01 收录
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https://zenodo.org/record/10021227
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This file contains measurement results achievied in the following scenario:Single PC with GNU Radio and connected USRP transmits GMSK signal at center frequncy 2100 MHz with different amplifier gain.Single PC with GNU Radio and connected USRP receives signal with central frequency 2100 MHz and bandwidth 40 MHz (treated like 40 x 1 MHz channels). It uses local osciallator offset equal 10 MHz and due to non-linear characteristics of amplifiers and filters in USRP the extreme 12 (on both sides) are removed. However to create (this) dataset only one channel where signal was transmitted were included.Data that can be found in the files is stored in CSV format to be easly analyzed in ML models.  Data collected at during this experiment contains:the first column of average received power in the analyzed channel (in dBm)the second column of autocorrelation function skewness in the analyzed channel (in linear scale)the third column of autocorrelation function kurtosis in the analyzed channel (in linear scale)the fourth column with information about signal transmission (label; 0 - noise, 1 - signal transmitted)
创建时间:
2023-10-19
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