Bit-error-rate-minimizing channel shortening using post-FEQ diversity combining and a genetic algorithm

被引:5
作者
Altin, Gokhan [1 ]
Martin, Richard K. [2 ]
机构
[1] Turkish AF, Ankara, Turkey
[2] USAF, Inst Technol, Dept Elect & Comp Engn, Wright Patterson AFB, OH 45433 USA
关键词
Adaptive; Cyclic prefix; Channel shortening equalizer; Frequency domain equalizer; Multicarrier; Genetic Algorithm; TIME-DOMAIN; TONE EQUALIZATION; OFDM; TEQ;
D O I
10.1016/j.sigpro.2010.10.004
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
In cyclic prefixed wireless communication systems, the bit error rate (BER) is the primary design concern. However, most equalizers for these systems optimize proxy metrics that are easy to use but are suboptimal in terms of BER. In this work, a channel shortener and frequency domain equalizer (FEQ) are developed for cyclic prefixed systems, which directly attempt to minimize the BER. To do this, first we modify the FEQ structure of a single input multiple output (SIMO) system such that the diversity combining is after the FEQ(whereas usually it is before the FEQ); and extend adaptive equalization algorithms to the new structure. This greatly mitigates frequency nulls, improving the BER. Second, a Genetic Algorithm, which is an optimization method based on the principles of natural selection and genetics, is used to choose the channel shortener to directly minimize the BER. The new approaches lower the BER by 10(2) in simulations. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:1021 / 1031
页数:11
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