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Diffstat (limited to 'gr-trellis/src/examples/python/test_turbo_equalization.py')
| -rwxr-xr-x | gr-trellis/src/examples/python/test_turbo_equalization.py | 142 |
1 files changed, 0 insertions, 142 deletions
diff --git a/gr-trellis/src/examples/python/test_turbo_equalization.py b/gr-trellis/src/examples/python/test_turbo_equalization.py deleted file mode 100755 index 18bfb022a..000000000 --- a/gr-trellis/src/examples/python/test_turbo_equalization.py +++ /dev/null @@ -1,142 +0,0 @@ -#!/usr/bin/env python - -from gnuradio import gr -from gnuradio import trellis, digital -from gnuradio import eng_notation -import math -import sys -import fsm_utils - - -def make_rx(tb,fo,fi,dimensionality,tot_constellation,K,interleaver,IT,Es,N0,type): - metrics_in = trellis.metrics_f(fi.O(),dimensionality,tot_constellation,digital.TRELLIS_EUCLIDEAN) # data preprocessing to generate metrics for innner SISO - scale = gr.multiply_const_ff(1.0/N0) - gnd = gr.vector_source_f([0],True); - - inter=[] - deinter=[] - siso_in=[] - siso_out=[] - - # generate all blocks - for it in range(IT): - inter.append( trellis.permutation(interleaver.K(),interleaver.INTER(),fi.I(),gr.sizeof_float) ) - siso_in.append( trellis.siso_f(fi,K,0,-1,True,False,type) ) - deinter.append( trellis.permutation(interleaver.K(),interleaver.DEINTER(),fi.I(),gr.sizeof_float) ) - if it < IT-1: - siso_out.append( trellis.siso_f(fo,K,0,-1,False,True,type) ) - else: - siso_out.append( trellis.viterbi_s(fo,K,0,-1) ) # no soft outputs needed - - # connect first stage - tb.connect (gnd,inter[0]) - tb.connect (metrics_in,scale) - tb.connect (scale,(siso_in[0],1)) - - # connect the rest - for it in range(IT): - if it < IT-1: - tb.connect (metrics_in,(siso_in[it+1],1)) - tb.connect (siso_in[it],deinter[it],(siso_out[it],1)) - tb.connect (gnd,(siso_out[it],0)) - tb.connect (siso_out[it],inter[it+1]) - tb.connect (inter[it],(siso_in[it],0)) - else: - tb.connect (siso_in[it],deinter[it],siso_out[it]) - tb.connect (inter[it],(siso_in[it],0)) - - return (metrics_in,siso_out[IT-1]) - - -def run_test (fo,fi,interleaver,Kb,bitspersymbol,K,dimensionality,tot_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 iouter FSM input cardinality - enc_out = trellis.encoder_ss(fo,0) # initial state = 0 - inter = trellis.permutation(interleaver.K(),interleaver.INTER(),1,gr.sizeof_short) - enc_in = trellis.encoder_ss(fi,0) # initial state = 0 - # essentially here we implement the combination of modulation and channel as a memoryless modulation (the memory induced by the channel is hidden in the innner FSM) - mod = gr.chunks_to_symbols_sf(tot_constellation,dimensionality) - - # CHANNEL - add = gr.add_ff() - noise = gr.noise_source_f(gr.GR_GAUSSIAN,math.sqrt(N0/2),seed) - - # RX - (head,tail) = make_rx(tb,fo,fi,dimensionality,tot_constellation,K,interleaver,IT,Es,N0,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_out,inter,enc_in,mod) - tb.connect (mod,(add,0)) - tb.connect (noise,(add,1)) - tb.connect (add,head) - tb.connect (tail,fsmi2s,dst) - - tb.run() - - ntotal = dst.ntotal () - nright = dst.nright () - runlength = dst.runlength () - #print ntotal,nright,runlength - - return (ntotal,ntotal-nright) - - - - -def main(args): - nargs = len (args) - if nargs == 3: - fname_out=args[0] - esn0_db=float(args[1]) - rep=int(args[2]) - else: - sys.stderr.write ('usage: test_turbo_equalization.py fsm_name_out Es/No_db repetitions\n') - sys.exit (1) - - # system parameters - Kb=64*16 # packet size in bits (multiple of 16) - modulation = fsm_utils.pam4 # see fsm_utlis.py for available predefined modulations - channel = fsm_utils.c_channel # see fsm_utlis.py for available predefined test channels - fo=trellis.fsm(fname_out) # get the outer FSM specification from a file - fi=trellis.fsm(len(modulation[1]),len(channel)) # generate the FSM automatically - if fo.O() != fi.I(): - sys.stderr.write ('Incompatible cardinality between outer and inner FSM.\n') - sys.exit (1) - bitspersymbol = int(round(math.log(fo.I())/math.log(2))) # bits per FSM input symbol - K=Kb/bitspersymbol # packet size in trellis steps - print 'size = ',K - interleaver=trellis.interleaver(K,666) # construct a random interleaver - tot_channel = fsm_utils.make_isi_lookup(modulation,channel,True) # generate the lookup table (normalize energy to 1) - dimensionality = tot_channel[0] - tot_constellation = tot_channel[1] - if len(tot_constellation)/dimensionality != fi.O(): - sys.stderr.write ('Incompatible FSM output cardinality and lookup table size.\n') - sys.exit (1) - N0=pow(10.0,-esn0_db/10.0); # noise variance - IT = 3 # number of turbo iterations - - 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,tot_constellation,1,N0,IT,-long(666+i)) # run experiment with different seed to get different noise realizations - print s - 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:]) - |