Title :
EXIT Function Aided Design of Iteratively Decodable Codes for the Poisson PPM Channel
Author :
Barsoum, Maged F. ; Moision, Bruce ; Fitz, Michael P. ; Divsalar, Dariush ; Hamkins, Jon
Author_Institution :
Broadcom Corp., San Jose, CA, USA
fDate :
12/1/2010 12:00:00 AM
Abstract :
This paper presents and compares two iterative coded modulation techniques for deep-space optical communications using pulse-position modulation (PPM). The first code, denoted by SCPPM, consists of the serial concatenation of an outer convolutional code, an interleaver, a bit accumulator, and PPM. The second code, denoted by LDPC-PPM, consists of the serial concatenation of an LDPC code and PPM. We employ Extrinsic Information Transfer (EXIT) charts for their analysis and design. Under conditions typical of a communications link from Mars to Earth, SCPPM is 1 dB away from capacity, while LDPC-PPM is 1.4 dB away from capacity, at a Bit Error Rate (BER) of approximately 10-5. However, LDPC-PPM lends itself naturally to low latency parallel processing in contrast to SCPPM.
Keywords :
convolutional codes; error correction codes; error statistics; iterative decoding; optical communication; parity check codes; pulse position modulation; stochastic processes; BER; EXIT function aided design; LDPC code; Poisson PPM channel; SCPPM; bit accumulator; bit error rate; deep-space optical communications; error control coding; extrinsic information transfer charts; interleaver; iterative coded modulation techniques; iterative decodable codes; outer convolutional code; parallel processing; pulse-position modulation; serial concatenation; Convolutional codes; Decoding; Iterative decoding; Modulation; Mutual information; Noise measurement; Error control coding; optical communication; optical modulation; pulse position modulation;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.110310.060572