1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
|
#!/usr/bin/env python
from gnuradio import gr
from gnuradio import trellis
from gnuradio import eng_notation
import math
import sys
import random
import fsm_utils
def run_test (fo,fi,interleaver,Kb,bitspersymbol,K,dimensionality,constellation,Es,N0,IT,seed):
tb = gr.top_block ()
# TX
src = gr.lfsr_32k_source_s()
src_head = gr.head (gr.sizeof_short,Kb/16) # packet size in shorts
s2fsmi = gr.packed_to_unpacked_ss(bitspersymbol,gr.GR_MSB_FIRST) # unpack shorts to symbols compatible with the outer FSM input cardinality
#src = gr.vector_source_s([0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1],False)
enc = trellis.pccc_encoder_ss(fo,0,fi,0,interleaver,K)
code = gr.vector_sink_s()
mod = gr.chunks_to_symbols_sf(constellation,dimensionality)
# CHANNEL
add = gr.add_ff()
noise = gr.noise_source_f(gr.GR_GAUSSIAN,math.sqrt(N0/2),seed)
# RX
metrics_in = trellis.metrics_f(fi.O()*fo.O(),dimensionality,constellation,trellis.TRELLIS_EUCLIDEAN) # data preprocessing to generate metrics for innner SISO
scale = gr.multiply_const_ff(1.0/N0)
dec = trellis.pccc_decoder_s(fo,0,-1,fi,0,-1,interleaver,K,IT,trellis.TRELLIS_MIN_SUM)
fsmi2s = gr.unpacked_to_packed_ss(bitspersymbol,gr.GR_MSB_FIRST) # pack FSM input symbols to shorts
dst = gr.check_lfsr_32k_s()
tb.connect (src,src_head,s2fsmi,enc,mod)
#tb.connect (src,enc,mod)
#tb.connect(enc,code)
tb.connect (mod,(add,0))
tb.connect (noise,(add,1))
tb.connect (add,metrics_in,scale,dec,fsmi2s,dst)
tb.run()
#print code.data()
ntotal = dst.ntotal ()
nright = dst.nright ()
runlength = dst.runlength ()
return (ntotal,ntotal-nright)
def main(args):
nargs = len (args)
if nargs == 5:
fname_out=args[0]
fname_in=args[1]
esn0_db=float(args[2]) # Es/No in dB
IT=int(args[3])
rep=int(args[4]) # number of times the experiment is run to collect enough errors
else:
sys.stderr.write ('usage: test_pccc_turbo.py fsm_name_1 fsm_fname_2 Es/No_db iterations repetitions\n')
sys.exit (1)
# system parameters
Kb=1024*16 # packet size in bits (make it multiple of 16 so it can be packed in a short)
fo=trellis.fsm(fname_out) # get the outer FSM specification from a file
fi=trellis.fsm(fname_in) # get the innner FSM specification from a file
bitspersymbol = int(round(math.log(fo.I())/math.log(2))) # bits per FSM input symbol
if fo.I() != fi.I():
sys.stderr.write ('Incompatible input cardinality between two FSMs.\n')
sys.exit (1)
K=Kb/bitspersymbol # packet size in trellis steps
interleaver=trellis.interleaver(K,666) # construct a random interleaver
#modulation = fsm_utils.psk8 # see fsm_utlis.py for available predefined modulations
dimensionality = 4
constellation = [ 1, 0, 1, 0,\
1, 0,-1, 0,\
1, 0, 0, 1,\
1, 0, 0,-1,\
-1, 0, 1, 0,\
-1, 0,-1, 0,\
-1, 0, 0, 1,\
-1, 0, 0,-1,\
0, 1, 1, 0,\
0, 1,-1, 0,\
0, 1, 0, 1,\
0, 1, 0,-1,\
0,-1, 1, 0,\
0,-1,-1, 0,\
0,-1, 0, 1,\
0,-1, 0,-1,] # equivalent to 2 QPSK symbols
if len(constellation)/dimensionality != fi.O()*fo.O():
sys.stderr.write ('Incompatible FSM output cardinality and modulation size.\n')
sys.exit (1)
# calculate average symbol energy
Es = 0
for i in range(len(constellation)):
Es = Es + constellation[i]**2
Es = Es / (len(constellation)/dimensionality)
N0=Es/pow(10.0,esn0_db/10.0); # calculate noise variance
tot_s=0 # total number of transmitted shorts
terr_s=0 # total number of shorts in error
terr_p=0 # total number of packets in error
for i in range(rep):
(s,e)=run_test(fo,fi,interleaver,Kb,bitspersymbol,K,dimensionality,constellation,Es,N0,IT,-long(666+i)) # run experiment with different seed to get different noise realizations
tot_s=tot_s+s
terr_s=terr_s+e
terr_p=terr_p+(terr_s!=0)
if ((i+1)%10==0): # display progress
print i+1,terr_p, '%.2e' % ((1.0*terr_p)/(i+1)),tot_s,terr_s, '%.2e' % ((1.0*terr_s)/tot_s)
# estimate of the (short or bit) error rate
print rep,terr_p, '%.2e' % ((1.0*terr_p)/(i+1)),tot_s,terr_s, '%.2e' % ((1.0*terr_s)/tot_s)
if __name__ == '__main__':
main (sys.argv[1:])
|
