TY - GEN
T1 - On the construction and MAP decoding of optimal variable-length error-correcting codes
AU - Wu, Ting Yi
AU - Chen, Po-Ning
AU - Alajaji, Fady
AU - Han, Yunghsiang S.
PY - 2011/10/26
Y1 - 2011/10/26
N2 - In this paper, we present a novel algorithm that guarantees of finding a variable-length error-correcting code (VLEC) with minimal average codeword length for a fixed free distance dfree. We also propose a low complexity maximum a posterior (MAP) decoding algorithm for our codes under the premise that the receiver knows the number of codewords being transmitted. The resulting VLEC provides significant gains over other codes from the literature. When compared with separate source-channel tandem codes with identical d free, such as a tandem code consisting of a Huffman source code concatenated with a (2, 1, 4) tail-biting convolutional channel code, our system has only a 0.3 dB performance loss at a bit error rate of 10-5 while requiring significantly less decoding complexity.
AB - In this paper, we present a novel algorithm that guarantees of finding a variable-length error-correcting code (VLEC) with minimal average codeword length for a fixed free distance dfree. We also propose a low complexity maximum a posterior (MAP) decoding algorithm for our codes under the premise that the receiver knows the number of codewords being transmitted. The resulting VLEC provides significant gains over other codes from the literature. When compared with separate source-channel tandem codes with identical d free, such as a tandem code consisting of a Huffman source code concatenated with a (2, 1, 4) tail-biting convolutional channel code, our system has only a 0.3 dB performance loss at a bit error rate of 10-5 while requiring significantly less decoding complexity.
UR - http://www.scopus.com/inward/record.url?scp=80054805667&partnerID=8YFLogxK
U2 - 10.1109/ISIT.2011.6033955
DO - 10.1109/ISIT.2011.6033955
M3 - Conference contribution
AN - SCOPUS:80054805667
SN - 9781457705953
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 2223
EP - 2227
BT - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011
T2 - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011
Y2 - 31 July 2011 through 5 August 2011
ER -