Design of channel-optimized vector quantizers in the presence of channel mismatch

被引:17
作者
Jafarkhani, H
Farvardin, N
机构
[1] Univ Maryland, Dept Elect Engn, College Pk, MD 20742 USA
[2] Univ Maryland, Syst Res Inst, College Pk, MD 20742 USA
关键词
channel mismatch; decoder-adaptive; joint source-channel coding; lookup tables; vector quantization;
D O I
10.1109/26.818879
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
We study the design of channel-optimized vector quantizers in the presence of channel mismatch, We show that when the statistics of the channel bit-error rate (BER) are not known, a minimax solution is the one obtained by designing for the worst possible channel. Then, we consider the case when the probability density function of channel BER is known and propose an algorithm that provides a minimum average distortion. Also, by using an estimate of the channel BER at the decoder, we develop a decoder-adaptive scheme that further improves the performance. In all cases, me have limited ourselves to table-lookup decoders, which amount to very small computational complexities. Finally, the utilization of lookup tables at the encoder and the effects of imperfect estimation of channel BER's are considered.
引用
收藏
页码:118 / 124
页数:7
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