Title :
A lower bound on the mismatched Viterbi decoding bit-error-rate
Author :
Lapidoth, Amos ; Shamai, Shlomo
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., MIT, Cambridge, MA, USA
fDate :
29 Jun-4 Jul 1997
Abstract :
A lower bound is derived on the bit-error-rate that results when a rate 1/n convolutionally encoded binary data stream is transmitted over a noisy symmetric channel, and is then decoded using a mismatched Viterbi decoder, i.e., a Viterbi decoder that performs maximum-likelihood sequence estimation using possibly incorrect branch metrics. The branch metrics are assumed to be symmetric, but are generally different from the log-likelihood function. The lower bound is applied to the study of convolutionally encoded direct-sequence spread-spectrum communication with Laplacian noise, and it is shown that nearest-neighbor decoding, which is optimal for Gaussian noise, is sub-optimal and asymptotically (for high processing gain) results in a 3 dB loss in performance when compared with the optimal maximum-likelihood decoder
Keywords :
Gaussian noise; Viterbi decoding; channel capacity; coding errors; convolutional codes; error statistics; estimation theory; maximum likelihood estimation; pseudonoise codes; spread spectrum communication; Gaussian noise; Laplacian noise; bit error rate; code rate; convolutionally encoded binary data stream; direct-sequence spread-spectrum communication; high processing gain; incorrect branch metrics; lower bound; maximum-likelihood sequence estimation; memoryless channel; mismatched Viterbi decoding; nearest-neighbor decoding; noisy symmetric channel; optimal maximum-likelihood decoder; symmetric branch metrics; Computer errors; Computer science; Convolutional codes; Feedforward systems; Gaussian noise; Laplace equations; Maximum likelihood decoding; Pairwise error probability; Spread spectrum communication; Viterbi algorithm;
Conference_Titel :
Information Theory. 1997. Proceedings., 1997 IEEE International Symposium on
Conference_Location :
Ulm
Print_ISBN :
0-7803-3956-8
DOI :
10.1109/ISIT.1997.613370