使用结构化编码族的噪声信道上量化器的性能

A. Méhes, K. Zeger
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引用次数: 8

摘要

推导了二元线性信道码和二元点阵矢量量化器的结构族级联可实现的失真界。众所周知,对于渐近良好信道码和渐近良好矢量量化器的级联,端到端失真作为总体传输速率的函数呈指数级快速衰减到零,并且通过选择与总体传输速率无关的信道码率来实现。我们表明,对于某些实用的信道码族和二进制点阵矢量量化器,尽管指数是传输速率的次线性函数,但随着传输速率的增长,总体失真仍然可以以指数速度衰减到零。这是通过仔细选择一个随传输速率增长而衰减到零的信道码率来实现的。对几种已知的信道码族,给出了明确的信道码率表。
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Performance of quantizers on noisy channels using structured families of codes
Achievable distortion bounds are derived for the cascade of structured families of binary linear channel codes and binary lattice vector quantizers. It is known that for the cascade of asymptotically good channel codes and asymptotically good vector quantizers the end-to-end distortion decays to zero exponentially fast as a function of the overall transmission rate, and is achieved by choosing a channel code rate that is independent of the overall transmission rate. We show that for certain families of practical channel codes and binary lattice vector quantizers, the overall distortion can still be made to decay to zero exponentially fast as the transmission rate grows, although the exponent is a sub-linear function of the transmission rate. This is achieved by carefully choosing a channel code rate that decays to zero as the transmission rate grows. Explicit channel code rate schedules are obtained for several well-known families of channel codes.
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