diff options
Diffstat (limited to 'fw/datagen.py')
-rw-r--r-- | fw/datagen.py | 39 |
1 files changed, 39 insertions, 0 deletions
diff --git a/fw/datagen.py b/fw/datagen.py new file mode 100644 index 0000000..63402dc --- /dev/null +++ b/fw/datagen.py @@ -0,0 +1,39 @@ +#!/usr/bin/env python3 + +import statistics + +if __name__ == '__main__': + import argparse + parser = argparse.ArgumentParser() + parser.add_argument('infile') + + parser.add_argument('-b', '--bitlen', type=float, default=250, help='Average length of a bit in fractional samples') + parser.add_argument('-j', '--jitter', type=float, default=0, help='Bit length jitter standard deviation in fractional samples') + + parser.add_argument('-v', '--high', type=float, default=12.0, help='High level in V') + parser.add_argument('-l', '--low', type=float, default=0.2, help='Low level in V') + parser.add_argument('-n', '--noise', type=float, default=0, help='Gaussian white voltage noise amplitude on top of signal') + + parser.add_argument('-r', '--risetime', type=int, default=1, help='Rise time in sp/V') + parser.add_argument('-f', '--falltime', type=int, default=1, help='Fall time in sp/V') + #parser.add_argument('-g', '--glitchfreq', type=float, default=0, help='Add glitches every {g} samples on average (set to 0 to turn off)') + #parser.add_argument('--glitchlen', type=float, default=0, help='Length of glitches to add in samples') + #parser.add_argument('-t', '--glitch-constant', type=float, default=0, help='When the signal stays constant between bits add a glitch with probability {t}') + args = paresr.parse_args() + + with open(args.infile, 'r') as f: + bits = f.read().replace(' ', '').splitlines() + + + def join_transitions(chunks): + for l, r in zip(chunks, chunks[1:]): + t = args.risetime if l[-1] < r[0] else args.falltime + yield from (l[-1] + (r[0] - l[-1] * i/t) for i in range(t)) + yield from c[args.risetime:-args.falltime] + + def add_noise(vals): + yield from (val + random.gauss(0, args.noise) for val in vals) + + def encode_bits(bitstring): + return add_noise(join_transitions([ args.high if bit == '1' else args.low for _ in range(random.gauss(args.bitlen, args.jitter)) ])) + |