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任意阶 LMSTDE 算法的 FPGA结构化设计

付学志 刘忠 彭鹏菲 刘志坤

华中科技大学学报:自然科学版2011,Vol.39Issue(9):44-47,4.
华中科技大学学报:自然科学版2011,Vol.39Issue(9):44-47,4.

任意阶 LMSTDE 算法的 FPGA结构化设计

Structural design of arbitrary order LMSTDE algorithm in FPGA

付学志 1刘忠 1彭鹏菲 1刘志坤1

作者信息

  • 1. 海军工程大学电子工程学院,湖北武汉430033
  • 折叠

摘要

Abstract

Method for optimized design and structured implement of arbitrary order LMSTDE (least mean square adaptive time delay estimate) algorithm in field programmable gate array (FPGA) was proposed. Time limited sequential iterative operation was optimized as parallel multiplicative and addi- tive operations, which realized updating error and updating coefficients. Then the existing LMSTDE algorithm was separated into operation units, which was independent of filter order variable. Lastly, by importing structural design method, which existed in software design, into FPGA, the arbitrary order LMSTDE algorithm was realized within the scope of FPGA recourses. Simulation and perform- ance experiment indicate that the parallel LMSTDE algorithm realized by structural design in FPGA increases operation speed and has flexible orders, and the definite anti-noise jamming performance is get without changing original algorithmrs convergence errors.

关键词

时延估计/自适应算法/现场可编程逻辑门阵列(FPGA)/结构化设计/并行运算

Key words

time delay estimation (TDE)/adaptive algorithm/field programmable gate array(FPGA)/structural design/parallel computation

分类

信息技术与安全科学

引用本文复制引用

付学志,刘忠,彭鹏菲,刘志坤..任意阶 LMSTDE 算法的 FPGA结构化设计[J].华中科技大学学报:自然科学版,2011,39(9):44-47,4.

基金项目

国防预研项目. ()

华中科技大学学报:自然科学版

OA北大核心CSCDCSTPCD

1671-4512

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