Scalar Quantizer Design for Noisy Channel with Decoder Side Information

Sepideh Shamaie, F. Lahouti
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引用次数: 2

Abstract

A Wyner-Ziv Quantizer design method is introduced when the indices at the output of the encoder are transmitted over a noisy channel. The source encoder is considered as a scalar Lloyd quantizer followed by a binning and an index assignment (BIA) mapping. A modified simulated annealing based algorithm is used for BIA mapping design. A minimax solution for Wyner-Ziv problem under channel mismatch condition is also suggested when the channel is assumed to be binary symmetric channel and no information about the statistic of channel is available except the range of bit error rate. Finally the simulation results are presented which show the effectiveness of the proposed algorithm over other common alternative approaches. These results approve the proposed minimax solution too.
具有解码器侧信息的噪声信道的标量量化器设计
介绍了在噪声信道上传输编码器输出指标时的Wyner-Ziv量化器设计方法。源编码器被认为是一个标量劳埃德量化器,后跟一个分组和索引赋值(BIA)映射。采用一种改进的模拟退火算法进行BIA映射设计。提出了信道失配条件下wner - ziv问题的极小极大解,该解假定信道为二进制对称信道,除误码率范围外,信道统计信息不存在。最后给出了仿真结果,证明了该算法与其他常用替代方法相比的有效性。这些结果也证实了所提出的极大极小解。
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