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基于动态规划理论的改进型价值迭代算法

万海川 贺知明 宋腾飞

雷达科学与技术Issue(5):501-507,7.
雷达科学与技术Issue(5):501-507,7.DOI:10.3969/j.issn.1672-2337.2015.05.010

基于动态规划理论的改进型价值迭代算法

An Improved Value-Iteration Algorithm Based on Dynamic Planning Theory

万海川 1贺知明 1宋腾飞1

作者信息

  • 1. 电子科技大学电子工程学院,四川成都 611731
  • 折叠

摘要

Abstract

The adaptive waveform selection is an very important part in cognitive radar.The perform-ance of adaptive algorithm will affect the performance of waveform selection.Nowadays,strategy-iteration and value-iteration have been put forward for enhancing the accuracy of waveform selection and state esti-mate.But the two algorithms have limitations.So we propose an improved value-iteration algorithm based on approximate calculation,which avoids the complexity of repetitive computations and reduces calculation amount.The algorithm features in rapid update and excellent accuracy.It adapts to complex surroundings and plays an important role in improving the adaptive ability of radar.

关键词

波形选择/策略迭代/动态规划理论/价值迭代

Key words

waveform selection/strategy-iteration/dynamic planning theory/value-iteration

分类

信息技术与安全科学

引用本文复制引用

万海川,贺知明,宋腾飞..基于动态规划理论的改进型价值迭代算法[J].雷达科学与技术,2015,(5):501-507,7.

基金项目

装备预研基金(No.9140A07030213DZ02097) (No.9140A07030213DZ02097)

雷达科学与技术

OA北大核心CSTPCD

1672-2337

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