Files
pyModeS/pyModeS/extra/rtlreader.py
2019-08-22 16:59:12 +02:00

156 lines
4.6 KiB
Python

import numpy as np
import pyModeS as pms
from rtlsdr import RtlSdr
from threading import Thread
import time
modes_sample_rate = 2e6
modes_frequency = 1090e6
buffer_size = 1024 * 100
read_size = 1024 * 20
pbits = 8
fbits = 112
preamble = [1, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0]
th_amp = 0.2 # signal amplitude threshold for 0 and 1 bit
th_amp_diff = 0.8 # signal amplitude threshold difference between 0 and 1 bit
class RtlReader(Thread):
def __init__(self, debug=False):
super(RtlReader, self).__init__()
self.signal_buffer = []
self.debug = debug
self.sdr = RtlSdr()
self.sdr.sample_rate = modes_sample_rate
self.sdr.center_freq = modes_frequency
self.sdr.gain = "auto"
# sdr.freq_correction = 75
def _process_buffer(self):
messages = []
# signal_array = np.array(self.signal_buffer)
# pulses_array = np.where(np.array(self.signal_buffer) < th_amp, 0, 1)
# pulses = "".join(str(x) for x in pulses_array)
buffer_length = len(self.signal_buffer)
i = 0
while i < buffer_length:
if self.signal_buffer[i] < th_amp:
i += 1
continue
# if pulses[i : i + pbits * 2] == preamble:
if self._check_preamble(self.signal_buffer[i : i + pbits * 2]):
frame_start = i + pbits * 2
frame_end = i + pbits * 2 + (fbits + 1) * 2
frame_length = (fbits + 1) * 2
frame_pulses = self.signal_buffer[frame_start:frame_end]
msgbin = ""
for j in range(0, frame_length, 2):
p2 = frame_pulses[j : j + 2]
if len(p2) < 2:
break
if p2[0] < th_amp and p2[1] < th_amp:
break
elif p2[0] >= p2[1]:
c = "1"
elif p2[0] < p2[1]:
c = "0"
else:
msgbin = ""
break
msgbin += c
# advance i with a jump
i = frame_start + j
if len(msgbin) > 0:
msghex = pms.bin2hex(msgbin)
if self._check_msg(msghex):
messages.append([msghex, time.time()])
if self.debug:
self._debug_msg(msghex)
elif i > buffer_length - 500:
# save some for next process
break
else:
i += 1
# keep reminder of buffer for next iteration
self.signal_buffer = self.signal_buffer[i:]
return messages
def _check_preamble(self, pulses):
if len(pulses) != 16:
return False
for i in range(16):
if abs(pulses[i] - preamble[i]) > th_amp_diff:
return False
return True
def _check_msg(self, msg):
df = pms.df(msg)
msglen = len(msg)
if df == 17 and msglen == 28:
if pms.crc(msg) == 0:
return True
elif df in [20, 21] and msglen == 28:
return True
elif df in [4, 5, 11] and msglen == 14:
return True
def _debug_msg(self, msg):
df = pms.df(msg)
msglen = len(msg)
if df == 17 and msglen == 28:
print(msg, pms.icao(msg), pms.crc(msg))
elif df in [20, 21] and msglen == 28:
print(msg, pms.icao(msg))
elif df in [4, 5, 11] and msglen == 14:
print(msg, pms.icao(msg))
else:
# print("[*]", msg)
pass
def _read_callback(self, data, rtlsdr_obj):
# scaling signal (imporatant)
amp = np.absolute(data)
amp_norm = np.interp(amp, (amp.min(), amp.max()), (0, 1))
self.signal_buffer.extend(amp_norm.tolist())
if len(self.signal_buffer) >= buffer_size:
messages = self._process_buffer()
self.handle_messages(messages)
def handle_messages(self, messages):
"""re-implement this method to handle the messages"""
for msg, t in messages:
# print("%15.9f %s" % (t, msg))
pass
def stop(self):
self.sdr.cancel_read_async()
def run(self):
self.sdr.read_samples_async(self._read_callback, read_size)
# count = 1
# while count < 1000:
# count += 1
# data = self.sdr.read_samples(read_size)
# self._read_callback(data, None)
if __name__ == "__main__":
rtl = RtlReader()
rtl.debug = True
rtl.start()
rtl.join()