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首页> 外文期刊>Wireless personal communications: An Internaional Journal >Novel Computational Heuristics for Wireless Parameters Estimation in Bistatic Radar systems
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Novel Computational Heuristics for Wireless Parameters Estimation in Bistatic Radar systems

机译:基础雷达系统中无线参数估计的新型计算启发式

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摘要

Research in the field of bistatic radars have growing interest with exclusive importance in defence sector, aerospace industry, remote sensing, meteorological and navigation applications. In this work, joint wireless parameters of electromagnetic plane waves impinging on the receiver of bistatic radar are estimated by exploiting the efficacy of bio-inspired heuristics through backtracking search optimization algorithm (BSA). The wireless parameters, the amplitude, elevation and azimuth angles, are estimated form the data received on 1-L and 2-L structured antenna arrays deployed on the receiver of bistatic radar. Mean square error is a performance metric incorporated for fitness evaluation, constructed on the basis of difference between the desired and actual responses of the system. Monte Carlo simulations of the meta-heuristic algorithm BSA are performed for 1-L as well as 2-L structured antenna arrays to validate and verify the worth of the scheme in terms of estimation accuracy, reliability, robustness and proximity effect. Comparative study of BSA with state of art counterparts further demonstrate its effectiveness.
机译:在防御部门,航空航天工业,遥感,气象和导航应用方面具有越来越重要的基础雷达领域的研究。在这项工作中,通过利用通过回溯搜索优化算法(BSA)利用生物启发启发式的功效来估计冲击对抗雷达接收器的电磁平面波的关节无线参数。估计无线参数,幅度,高度和方位角角度,形成在展开在BiStatic雷达的接收器上的1-L和2-L结构天线阵列上接收的数据。均方误差是用于适合评估的性能指标,基于系统的所需和实际响应之间的差异构建。 Monte-Heuristic算法BSA的Monte Carlo模拟BSA为1-L以及2-L结构天线阵列进行,以验证和验证估计精度,可靠性,鲁棒性和接近效果方案的价值。 BSA与美术态度的比较研究进一步证明了其有效性。

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