Title :
Robust transmission based on variable-rate error control and genetic programming
Author :
Hwang, Wen-Jyi ; Chen, Yi-Chou ; Hsu, Ching-Chong
Author_Institution :
Dept. of Electr. Eng., Chung Yuan Christian Univ., Chung-li, Taiwan
Abstract :
This paper presents a novel variable-rate error control design algorithm matched to full-search vector quantizers (VQs) for robust transmission. In the algorithm, different locations of binary strings obtained from VQ encoders are protected by channel codes with different protection levels. The degree of protection at each location is determined by a genetic programming technique minimizing the end-to-end average distortion of transmission systems. The technique outperforms the equal error protection method. Moreover, as compared with a full search algorithm for optimal unequal error protection, our technique attains comparable performance with significantly lower computational complexities.
Keywords :
channel coding; computational complexity; convolutional codes; error correction codes; genetic algorithms; search problems; variable rate codes; vector quantisation; RCPC; VQ; binary strings; bit allocation algorithm; channel codes; computational complexity reduction; end-to-end average distortion minimization; equal error protection method; full search algorithm; full-search vector quantizers; genetic programming; optimal unequal error protection; rate-compatible convolutional codes; robust transmission; source-optimized channel coding systems; transmission systems; variable-rate error control design algorithm; Algorithm design and analysis; Bit rate; Channel coding; Computational complexity; Convolutional codes; Error correction; Genetic programming; Protection; Robust control; Source coding;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/4234.975488