Published July 24, 2006
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On the effect of quantization on performance at high rates
Abstract
We study the effect of quantization on the performance of a scalar dynamical system in the high rate regime. We evaluate the LQ cost for two commonly used quantizers: uniform and logarithmic and provide a lower bound on performance of any centroid-based quantizer based on entropy arguments. We also consider the case when the channel drops data packets stochastically.
Additional Information
© Copyright 2006 IEEE. Reprinted with permission. [Posted online: 2006-07-24] Research supported in part by AFOSR grant F49620-01-1-0460 and by NSF grant CCR-0326554 for the first author and in part by the National Science Foundation under grant no. CCR-0133818, by David and Lucille Packard Foundation, and by Caltech's Lee Center for Advanced Networking for the second author.Files
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