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-<?xml version="1.0" encoding="ISO-8859-1"?>
-<programlisting>
- 1 #!/usr/bin/env python
- 2
- 3 from gnuradio import gr
- 4 from gnuradio import audio
- 5 from gnuradio import trellis
- 6 from gnuradio import eng_notation
- 7 import math
- 8 import sys
- 9 import random
- 10 import fsm_utils
- 11
- 12 def run_test (f,Kb,bitspersymbol,K,channel,modulation,dimensionality,tot_constellation,N0,seed):
- 13 tb = gr.top_block ()
- 14 L = len(channel)
- 15
- 16 # TX
- 17 # this for loop is TOO slow in python!!!
- 18 packet = [0]*(K+2*L)
- 19 random.seed(seed)
- 20 for i in range(len(packet)):
- 21 packet[i] = random.randint(0, 2**bitspersymbol - 1) # random symbols
- 22 for i in range(L): # first/last L symbols set to 0
- 23 packet[i] = 0
- 24 packet[len(packet)-i-1] = 0
- 25 src = gr.vector_source_s(packet,False)
- 26 mod = gr.chunks_to_symbols_sf(modulation[1],modulation[0])
- 27
- 28 # CHANNEL
- 29 isi = gr.fir_filter_fff(1,channel)
- 30 add = gr.add_ff()
- 31 noise = gr.noise_source_f(gr.GR_GAUSSIAN,math.sqrt(N0/2),seed)
- 32
- 33 # RX
- 34 skip = gr.skiphead(gr.sizeof_float, L) # skip the first L samples since you know they are coming from the L zero symbols
- 35 #metrics = trellis.metrics_f(f.O(),dimensionality,tot_constellation,trellis.TRELLIS_EUCLIDEAN) # data preprocessing to generate metrics for Viterbi
- 36 #va = trellis.viterbi_s(f,K+L,0,0) # Put -1 if the Initial/Final states are not set.
- 37 va = trellis.viterbi_combined_s(f,K+L,0,0,dimensionality,tot_constellation,trellis.TRELLIS_EUCLIDEAN) # using viterbi_combined_s instead of metrics_f/viterbi_s allows larger packet lengths because metrics_f is complaining for not being able to allocate large buffers. This is due to the large f.O() in this application...
- 38 dst = gr.vector_sink_s()
- 39
- 40 tb.connect (src,mod)
- 41 tb.connect (mod,isi,(add,0))
- 42 tb.connect (noise,(add,1))
- 43 #tb.connect (add,metrics)
- 44 #tb.connect (metrics,va,dst)
- 45 tb.connect (add,skip,va,dst)
- 46
- 47 tb.run()
- 48
- 49 data = dst.data()
- 50 ntotal = len(data) - L
- 51 nright=0
- 52 for i in range(ntotal):
- 53 if packet[i+L]==data[i]:
- 54 nright=nright+1
- 55 #else:
- 56 #print &quot;Error in &quot;, i
- 57
- 58 return (ntotal,ntotal-nright)
- 59
- 60
- 61 def main(args):
- 62 nargs = len (args)
- 63 if nargs == 2:
- 64 esn0_db=float(args[0])
- 65 rep=int(args[1])
- 66 else:
- 67 sys.stderr.write (&apos;usage: test_viterbi_equalization1.py Es/No_db repetitions\n&apos;)
- 68 sys.exit (1)
- 69
- 70 # system parameters
- 71 Kb=2048 # packet size in bits
- 72 modulation = fsm_utils.pam4 # see fsm_utlis.py for available predefined modulations
- 73 channel = fsm_utils.c_channel # see fsm_utlis.py for available predefined test channels
- 74 f=trellis.fsm(len(modulation[1]),len(channel)) # generate the FSM automatically
- 75 bitspersymbol = int(round(math.log(f.I())/math.log(2))) # bits per FSM input symbol
- 76 K=Kb/bitspersymbol # packet size in trellis steps
- 77
- 78 tot_channel = fsm_utils.make_isi_lookup(modulation,channel,True) # generate the lookup table (normalize energy to 1)
- 79 dimensionality = tot_channel[0]
- 80 tot_constellation = tot_channel[1]
- 81 N0=pow(10.0,-esn0_db/10.0); # noise variance
- 82 if len(tot_constellation)/dimensionality != f.O():
- 83 sys.stderr.write (&apos;Incompatible FSM output cardinality and lookup table size.\n&apos;)
- 84 sys.exit (1)
- 85
- 86 tot_s=0 # total number of transmitted shorts
- 87 terr_s=0 # total number of shorts in error
- 88 terr_p=0 # total number of packets in error
- 89
- 90 for i in range(rep):
- 91 (s,e)=run_test(f,Kb,bitspersymbol,K,channel,modulation,dimensionality,tot_constellation,N0,-long(666+i)) # run experiment with different seed to get different data and noise realizations
- 92 tot_s=tot_s+s
- 93 terr_s=terr_s+e
- 94 terr_p=terr_p+(terr_s!=0)
- 95 if ((i+1)%100==0) : # display progress
- 96 print i+1,terr_p, &apos;%.2e&apos; % ((1.0*terr_p)/(i+1)),tot_s,terr_s, &apos;%.2e&apos; % ((1.0*terr_s)/tot_s)
- 97 # estimate of the (short or symbol) error rate
- 98 print rep,terr_p, &apos;%.2e&apos; % ((1.0*terr_p)/(i+1)),tot_s,terr_s, &apos;%.2e&apos; % ((1.0*terr_s)/tot_s)
- 99
-100
-101 if __name__ == &apos;__main__&apos;:
-102 main (sys.argv[1:])
-</programlisting>