2018-08-05 11:33:30 -04:00
										 
									 
								 
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								program ldpcsim204
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								! End-to-end test of the (300,60)/crc10 encoder and decoders.
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								use crc
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								use packjt
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								parameter(NRECENT=10)
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								character*12 recent_calls(NRECENT)
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								character*8 arg
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								integer*1, allocatable ::  codeword(:), decoded(:), message(:)
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								integer*1, target:: i1Msg8BitBytes(9)
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								integer*1, target:: i1Dec8BitBytes(9)
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								integer*1 msgbits(68)
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								integer*1 apmask(204)
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								integer*1 cw(204)
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								integer*2 checksum
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								integer colorder(204)
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								integer nerrtot(204),nerrdec(204),nmpcbad(68)
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								logical checksumok,fsk,bpsk
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								real*8, allocatable ::  rxdata(:)
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								real, allocatable :: llr(:)
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								real dllr(204),llrd(204)
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								data colorder/                                                              &
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								         0,  1,  2,  3,  4,  5, 47,  6,  7,  8,  9, 10, 11, 12, 58, 55, 13, &
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								        14, 15, 46, 17, 18, 60, 19, 20, 21, 22, 23, 24, 25, 57, 26, 27, 49, &
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								        28, 52, 65, 16, 50, 73, 59, 68, 63, 29, 30, 31, 32, 51, 62, 56, 66, &
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								        45, 33, 34, 53, 67, 35, 36, 37, 61, 69, 54, 38, 71, 82, 39, 77, 80, &
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								        83, 78, 84, 48, 41, 85, 40, 64, 75, 96, 74, 72, 76, 86, 87, 89, 90, &
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								        79, 70, 92, 99, 93,101, 95,100, 97, 94, 42, 98,103,105,102, 43,104, &
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								        88, 44,106, 81,107,110,108,111,112,109,113,114,117,118,116,121,115, &
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								       119,122,120,125,129,124,127,126,128, 91,123,133,131,130,134,135,137, &
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								       136,132,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152, &
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								       153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169, &
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								       170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186, &
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								       187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203/
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								do i=1,NRECENT
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								  recent_calls(i)='            '
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								enddo
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								nerrtot=0
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								nerrdec=0
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								nmpcbad=0  ! Used to collect the number of errors in the message+crc part of the codeword
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								nargs=iargc()
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								if(nargs.ne.4) then
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								   print*,'Usage: ldpcsim  niter ndeep  #trials  s '
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								   print*,'eg:    ldpcsim   100    4     1000    0.84'
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								   print*,'If s is negative, then value is ignored and sigma is calculated from SNR.'
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								   return
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								endif
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								call getarg(1,arg)
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								read(arg,*) max_iterations 
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								call getarg(2,arg)
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								read(arg,*) ndeep
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								call getarg(3,arg)
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								read(arg,*) ntrials 
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								call getarg(4,arg)
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								read(arg,*) s
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								fsk=.false.
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								bpsk=.true.
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								N=204
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								K=68
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								rate=real(K)/real(N)
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								write(*,*) "rate: ",rate
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								write(*,*) "niter= ",max_iterations," s= ",s
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								allocate ( codeword(N), decoded(K), message(K) )
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								allocate ( rxdata(N), llr(N) )
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								! The message should be packed into the first 7 bytes
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								  i1Msg8BitBytes(1:6)=85
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								  i1Msg8BitBytes(7)=64
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								! The CRC will be put into the last 2 bytes
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								  i1Msg8BitBytes(8:9)=0
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								  checksum = crc10 (c_loc (i1Msg8BitBytes), 9)
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								! For reference, the next 3 lines show how to check the CRC
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								  i1Msg8BitBytes(8)=checksum/256
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								  i1Msg8BitBytes(9)=iand (checksum,255)
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								  checksumok = crc10_check(c_loc (i1Msg8BitBytes), 9)
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								  if( checksumok ) write(*,*) 'Good checksum'
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								write(*,*) i1Msg8BitBytes(1:9)
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								  mbit=0
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								  do i=1, 7 
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								    i1=i1Msg8BitBytes(i)
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								    do ibit=1,8
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								      mbit=mbit+1
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								      msgbits(mbit)=iand(1,ishft(i1,ibit-8))
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								    enddo
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								  enddo
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								  i1=i1Msg8BitBytes(8) ! First 2 bits of crc10 are LSB of this byte
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								  do ibit=1,2
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								    msgbits(50+ibit)=iand(1,ishft(i1,ibit-2))
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								  enddo
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								  i1=i1Msg8BitBytes(9) ! Now shift in last 8 bits of the CRC
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								  do ibit=1,8
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								    msgbits(52+ibit)=iand(1,ishft(i1,ibit-8))
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								  enddo
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								  write(*,*) 'message'
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								  write(*,'(9(8i1,1x))') msgbits
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								  call encode204(msgbits,codeword)
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								  call init_random_seed()
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								  call sgran()
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								  write(*,*) 'codeword' 
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								  write(*,'(204i1)') codeword
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								write(*,*) "Es/N0  SNR2500   ngood  nundetected nbadcrc   sigma"
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								do idb = 20,-18,-1
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								!do idb = -16, -16, -1 
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								  db=idb/2.0-1.0
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								!  sigma=1/sqrt( 2*rate*(10**(db/10.0)) )  ! to make db represent Eb/No
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								  sigma=1/sqrt( 2*(10**(db/10.0)) )        ! db represents Es/No
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								  ngood=0
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								  nue=0
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								  nbadcrc=0
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								  nberr=0
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								  do itrial=1, ntrials
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								! Create a realization of a noisy received word
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								    do i=1,N
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								      if( bpsk ) then
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								        rxdata(i) = 2.0*codeword(i)-1.0 + sigma*gran()
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								      elseif( fsk ) then
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								        if( codeword(i) .eq. 1 ) then
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								          r1=(1.0 + sigma*gran())**2 + (sigma*gran())**2
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								          r2=(sigma*gran())**2 + (sigma*gran())**2
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								        elseif( codeword(i) .eq. 0 ) then
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								          r2=(1.0 + sigma*gran())**2 + (sigma*gran())**2
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								          r1=(sigma*gran())**2 + (sigma*gran())**2
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        endif 
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        rxdata(i)=0.35*(sqrt(r1)-sqrt(r2))
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								!        rxdata(i)=0.35*(exp(r1)-exp(r2))
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								!        rxdata(i)=0.12*(log(r1)-log(r2))
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      endif
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    nerr=0
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    do i=1,N
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      if( rxdata(i)*(2*codeword(i)-1.0) .lt. 0 ) nerr=nerr+1
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    enddo
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    if(nerr.ge.1) nerrtot(nerr)=nerrtot(nerr)+1
							 | 
						
					
						
							
								
									
										
										
										
											2018-02-08 21:28:33 -05:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    nberr=nberr+nerr
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! Correct signal normalization is important for this decoder.
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    rxav=sum(rxdata)/N
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    rx2av=sum(rxdata*rxdata)/N
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    rxsig=sqrt(rx2av-rxav*rxav)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    rxdata=rxdata/rxsig
							 | 
						
					
						
							
								
									
										
										
										
											2018-02-08 21:28:33 -05:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! To match the metric to the channel, s should be set to the noise standard deviation. 
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! For now, set s to the value that optimizes decode probability near threshold. 
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! The s parameter can be tuned to trade a few tenth's dB of threshold for an order of
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! magnitude in UER 
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    if( s .lt. 0 ) then
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      ss=sigma
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    else 
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      ss=s
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    endif
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    llr=2.0*rxdata/(ss*ss)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    apmask=0
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! max_iterations is max number of belief propagation iterations
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    call bpdecode204(llr,apmask,max_iterations,decoded,cw,nharderror,niterations)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    if( (nharderror .lt. 0) .and. (ndeep .ge. 0) ) then
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								       call osd204(llr, apmask, ndeep, decoded, cw, nhardmin, dmin)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								       niterations=nhardmin
							 | 
						
					
						
							
								
									
										
										
										
											2018-02-08 21:28:33 -05:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    endif
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    n2err=0
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    do i=1,N
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      if( cw(i)*(2*codeword(i)-1.0) .lt. 0 ) n2err=n2err+1
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								!write(*,*) nerr,niterations,n2err
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    damp=0.75
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    ndither=0
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    if( niterations .lt. 0 ) then
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      do i=1, ndither
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        do in=1,N
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								          dllr(in)=damp*gran()  
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        llrd=llr+dllr      
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								        call bpdecode300(llrd, apmask, max_iterations, decoded, cw, nharderror, niterations)
							 | 
						
					
						
							
								
									
										
										
										
											2018-02-08 21:28:33 -05:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        if( niterations .ge. 0 ) exit 
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    endif  
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! If the decoder finds a valid codeword, niterations will be .ge. 0.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    if( niterations .ge. 0 ) then
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! Check the CRC
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      do ibyte=1,6
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        itmp=0
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        do ibit=1,8
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								          itmp=ishft(itmp,1)+iand(1,decoded((ibyte-1)*8+ibit))
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        i1Dec8BitBytes(ibyte)=itmp
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      i1Dec8BitBytes(7)=decoded(49)*128+decoded(50)*64
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! Need to pack the received crc into bytes 8 and 9 for crc10_check
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      i1Dec8BitBytes(8)=decoded(51)*2+decoded(52)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      i1Dec8BitBytes(9)=decoded(53)*128+decoded(54)*64+decoded(55)*32+decoded(56)*16
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      i1Dec8BitBytes(9)=i1Dec8BitBytes(9)+decoded(57)*8+decoded(58)*4+decoded(59)*2+decoded(60)*1
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      ncrcflag=0
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      if( crc10_check( c_loc( i1Dec8BitBytes ), 9 ) ) ncrcflag=1
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      if( ncrcflag .ne. 1 ) then
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        nbadcrc=nbadcrc+1
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      endif
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      nueflag=0
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      nerrmpc=0
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      do i=1,K   ! find number of errors in message+crc part of codeword
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        if( msgbits(i) .ne. decoded(i) ) then
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								          nueflag=1
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								          nerrmpc=nerrmpc+1 
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        endif
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      enddo
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								      if(nerrmpc.ge.1) nmpcbad(nerrmpc)=nmpcbad(nerrmpc)+1  ! This histogram should inform our selection of CRC poly
							 | 
						
					
						
							
								
									
										
										
										
											2018-02-08 21:28:33 -05:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      if( ncrcflag .eq. 1 .and. nueflag .eq. 0 ) then
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        ngood=ngood+1
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								        if(nerr.ge.1) nerrdec(nerr)=nerrdec(nerr)+1
							 | 
						
					
						
							
								
									
										
										
										
											2018-02-08 21:28:33 -05:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      else if( ncrcflag .eq. 1 .and. nueflag .eq. 1 ) then
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        nue=nue+1;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								      endif
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    endif
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								  enddo
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								  snr2500=db+10*log10(200.0/116.0/2500.0)
							 | 
						
					
						
							
								
									
										
										
										
											2018-02-08 21:28:33 -05:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								  pberr=real(nberr)/(real(ntrials*N))
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								  write(*,"(f4.1,4x,f5.1,1x,i8,1x,i8,1x,i8,8x,f5.2,8x,e10.3)") db,snr2500,ngood,nue,nbadcrc,ss,pberr
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								open(unit=23,file='nerrhisto.dat',status='unknown')
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								do i=1,120
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								  write(23,'(i4,2x,i10,i10,f10.2)') i,nerrdec(i),nerrtot(i),real(nerrdec(i))/real(nerrtot(i)+1e-10)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								close(23)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								open(unit=25,file='nmpcbad.dat',status='unknown')
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								do i=1,68
							 | 
						
					
						
							
								
									
										
										
										
											2018-02-08 21:28:33 -05:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								  write(25,'(i4,2x,i10)') i,nmpcbad(i)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								enddo
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								close(25)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							
								
									
										
										
										
											2018-08-05 11:33:30 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								end program ldpcsim204
							 |