Application of parallel genetic algorithm and property of multiple global optima to VQ codevector index assignment for noisy channels

被引:41
作者
Pan, JS [1 ]
McInnes, FR [1 ]
Jack, MA [1 ]
机构
[1] NATL KAOHSIUNG INST TECHNOL,DEPT ELECT ENGN,KAOHSIUNG,TAIWAN
关键词
genetic algorithms; vector quantisation; signal processing;
D O I
10.1049/el:19960194
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A parallel genetic algorithm is applied to assign the codevector indices for noisy channels so as to minimise the distortion caused by bit errors. The properly of multiple global optima and the average distortion of the memoryless binary symmetric channel for any bit error are also introduced. Experimental results confirm this approach.
引用
收藏
页码:296 / 297
页数:2
相关论文
共 6 条
[1]  
[Anonymous], 1991, Handbook of genetic algorithms
[2]  
COHOON JP, 1987, 2ND P INT C GEN ALG, P148
[3]   A STUDY OF VECTOR QUANTIZATION FOR NOISY CHANNELS [J].
FARVARDIN, N .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1990, 36 (04) :799-809
[4]  
GOLDBERG DE, 1989, GENETIC ALGORITHM SE
[5]  
Gray R. M., 1984, IEEE ASSP Magazine, V1, P4, DOI 10.1109/MASSP.1984.1162229
[6]   PSEUDO-GRAY CODING [J].
ZEGER, K ;
GERSHO, A .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1990, 38 (12) :2147-2158