Obtain power spectrum from SoapySDR devices (RTL-SDR, Airspy, SDRplay, HackRF, bladeRF, USRP, LimeSDR, etc.)
- Python 3
- NumPy
- SimpleSoapy
- SimpleSpectral
- Optional: pyFFTW (for fastest FFT calculations with FFTW library)
- Optional: SciPy (for faster FFT calculations with scipy.fftpack library)
You should always install SciPy or pyFFTW, because numpy.fft has horrible memory usage and is also much slower.
usage: soapy_power [-h] [-f Hz|Hz:Hz] [-O FILE | --output-fd NUM] [-F {rtl_power,rtl_power_fftw,soapy_power_bin}] [-q]
[--debug] [--detect] [--info] [--version] [-b BINS | -B Hz] [-n REPEATS | -t SECONDS | -T SECONDS]
[-c | -u RUNS | -e SECONDS] [-d DEVICE] [-C CHANNEL] [-A ANTENNA] [-r Hz] [-w Hz] [-p PPM]
[-g dB | -G STRING | -a] [--lnb-lo Hz] [--device-settings STRING] [--force-rate] [--force-bandwidth]
[--tune-delay SECONDS] [--reset-stream] [-o PERCENT | -k PERCENT] [-s BUFFER_SIZE] [-S MAX_BUFFER_SIZE]
[--even | --pow2] [--max-threads NUM] [--max-queue-size NUM] [--no-pyfftw] [-l] [-R]
[-D {none,constant}] [--fft-window {boxcar,hann,hamming,blackman,bartlett,kaiser,tukey}]
[--fft-window-param FLOAT] [--fft-overlap PERCENT]
Obtain a power spectrum from SoapySDR devices
Main options:
-h, --help show this help message and exit
-f Hz|Hz:Hz, --freq Hz|Hz:Hz
center frequency or frequency range to scan, number can be followed by a k, M or G multiplier
(default: 1420405752)
-O FILE, --output FILE
output to file (incompatible with --output-fd, default is stdout)
--output-fd NUM output to existing file descriptor (incompatible with -O)
-F {rtl_power,rtl_power_fftw,soapy_power_bin}, --format {rtl_power,rtl_power_fftw,soapy_power_bin}
output format (default: rtl_power)
-q, --quiet limit verbosity
--debug detailed debugging messages
--detect detect connected SoapySDR devices and exit
--info show info about selected SoapySDR device and exit
--version show program's version number and exit
FFT bins:
-b BINS, --bins BINS number of FFT bins (incompatible with -B, default: 512)
-B Hz, --bin-size Hz bin size in Hz (incompatible with -b)
Averaging:
-n REPEATS, --repeats REPEATS
number of spectra to average (incompatible with -t and -T, default: 1600)
-t SECONDS, --time SECONDS
integration time (incompatible with -T and -n)
-T SECONDS, --total-time SECONDS
total integration time of all hops (incompatible with -t and -n)
Measurements:
-c, --continue repeat the measurement endlessly (incompatible with -u and -e)
-u RUNS, --runs RUNS number of measurements (incompatible with -c and -e, default: 1)
-e SECONDS, --elapsed SECONDS
scan session duration (time limit in seconds, incompatible with -c and -u)
Device settings:
-d DEVICE, --device DEVICE
SoapySDR device to use
-C CHANNEL, --channel CHANNEL
SoapySDR RX channel (default: 0)
-A ANTENNA, --antenna ANTENNA
SoapySDR selected antenna
-r Hz, --rate Hz sample rate (default: 2000000.0)
-w Hz, --bandwidth Hz
filter bandwidth (default: 0)
-p PPM, --ppm PPM frequency correction in ppm
-g dB, --gain dB total gain (incompatible with -G and -a, default: 37.2)
-G STRING, --specific-gains STRING
specific gains of individual amplification elements (incompatible with -g and -a, example:
LNA=28,VGA=12,AMP=0
-a, --agc enable Automatic Gain Control (incompatible with -g and -G)
--lnb-lo Hz LNB LO frequency, negative for upconverters (default: 0)
--device-settings STRING
SoapySDR device settings (example: biastee=true)
--force-rate ignore list of sample rates provided by device and allow any value
--force-bandwidth ignore list of filter bandwidths provided by device and allow any value
--tune-delay SECONDS time to delay measurement after changing frequency (to avoid artifacts)
--reset-stream reset streaming after changing frequency (to avoid artifacts)
Crop:
-o PERCENT, --overlap PERCENT
percent of overlap when frequency hopping (incompatible with -k)
-k PERCENT, --crop PERCENT
percent of crop when frequency hopping (incompatible with -o)
Performance options:
-s BUFFER_SIZE, --buffer-size BUFFER_SIZE
base buffer size (number of samples, 0 = auto, default: 0)
-S MAX_BUFFER_SIZE, --max-buffer-size MAX_BUFFER_SIZE
maximum buffer size (number of samples, -1 = unlimited, 0 = auto, default: 0)
--even use only even numbers of FFT bins
--pow2 use only powers of 2 as number of FFT bins
--max-threads NUM maximum number of PSD threads (0 = auto, default: 0)
--max-queue-size NUM maximum size of PSD work queue (-1 = unlimited, 0 = auto, default: 0)
--no-pyfftw don't use pyfftw library even if it is available (use scipy.fftpack or numpy.fft)
Other options:
-l, --linear linear power values instead of logarithmic
-R, --remove-dc interpolate central point to cancel DC bias (useful only with boxcar window)
-D {none,constant}, --detrend {none,constant}
remove mean value from data to cancel DC bias (default: none)
--fft-window {boxcar,hann,hamming,blackman,bartlett,kaiser,tukey}
Welch's method window function (default: hann)
--fft-window-param FLOAT
shape parameter of window function (required for kaiser and tukey windows)
--fft-overlap PERCENT
Welch's method overlap between segments (default: 50)
[user@host ~] soapy_power -r 2.56M -f 88M:98M -B 500k -F rtl_power -O output.txt --even -T 1 --debug DEBUG: pyfftw module found (using 4 threads by default) DEBUG: Applying fixes for RTLSDR quirks... INFO: Using device: RTLSDR DEBUG: SoapySDR stream - buffer size: 8192 DEBUG: SoapySDR stream - read timeout: 0.103200 INFO: repeats: 106667 INFO: samples: 640002 (time: 0.25000 s) INFO: max_buffer_size (samples): 32768000 (repeats: 5461333.33, time: 12.80000 s) INFO: buffer_size (samples): 647168 (repeats: 107861.33, time: 0.25280 s) INFO: buffer_repeats: 1 INFO: overlap: 0.00000 INFO: bin_size: 426666.67 Hz INFO: bins: 6 INFO: bins (after crop): 6 INFO: sample_rate: 2.560 MHz INFO: sample_rate (after crop): 2.560 MHz INFO: freq_range: 10.000 MHz INFO: hopping: YES INFO: hop_size: 2.560 MHz INFO: hops: 4 INFO: min_center_freq: 89.280 MHz INFO: max_center_freq: 96.960 MHz INFO: min_freq (after crop): 88.000 MHz INFO: max_freq (after crop): 98.240 MHz DEBUG: Frequency hops table: DEBUG: Min: Center: Max: DEBUG: 88.000 MHz 89.280 MHz 90.560 MHz DEBUG: 90.560 MHz 91.840 MHz 93.120 MHz DEBUG: 93.120 MHz 94.400 MHz 95.680 MHz DEBUG: 95.680 MHz 96.960 MHz 98.240 MHz DEBUG: Run: 1 DEBUG: Frequency hop: 89280000.00 Hz DEBUG: Tune time: 0.017 s DEBUG: Repeat: 1 DEBUG: Acquisition time: 0.251 s DEBUG: Total hop time: 0.282 s DEBUG: FFT time: 0.103 s DEBUG: Frequency hop: 91840000.00 Hz DEBUG: Tune time: 0.010 s DEBUG: Repeat: 1 DEBUG: Acquisition time: 0.251 s DEBUG: Total hop time: 0.272 s DEBUG: FFT time: 0.006 s DEBUG: Frequency hop: 94400000.00 Hz DEBUG: Tune time: 0.010 s DEBUG: Repeat: 1 DEBUG: Acquisition time: 0.252 s DEBUG: Total hop time: 0.266 s DEBUG: FFT time: 0.004 s DEBUG: Frequency hop: 96960000.00 Hz DEBUG: Tune time: 0.010 s DEBUG: Repeat: 1 DEBUG: Acquisition time: 0.253 s DEBUG: Total hop time: 0.267 s DEBUG: FFT time: 0.004 s DEBUG: Total run time: 1.095 s DEBUG: Number of USB buffer overflow errors: 0 DEBUG: PSD worker threads: 4 DEBUG: Max. PSD queue size: 2 / 40 DEBUG: Writer worker threads: 1 DEBUG: Max. Writer queue size: 2 / 100 INFO: Total time: 1.137 s
Output:
2017-03-17, 13:18:25, 88000000.0, 90560000.0, 426666.666667, 647168, -98.6323, -98.7576, -97.3716, -98.3133, -98.8829, -98.9333 2017-03-17, 13:18:25, 90560000.0, 93120000.0, 426666.666667, 647168, -95.7163, -96.2564, -97.01, -98.1281, -90.701, -88.0872 2017-03-17, 13:18:25, 93120000.0, 95680000.0, 426666.666667, 647168, -99.0242, -91.3061, -91.9134, -85.4561, -86.0053, -97.8411 2017-03-17, 13:18:26, 95680000.0, 98240000.0, 426666.666667, 647168, -94.2324, -83.7932, -78.3108, -82.033, -89.1212, -97.4499