A Genetic Algorithm Assisted Beam Tracking and Forming

Acta Scientiarum Naturalium Universitatis Pekinensis

Previous Articles Next Articles

A Genetic Algorithm Assisted Beam Tracking and Forming

LI Lei, ZHU Bocheng¹, ZHOU Lezhu, GONG Zhonglin

Institute of Electronic Engineering, Peking University, Beijing, 100871; ¹Corresponding Author, E-mail: zhubc@pku.edu.cn

Received:2005-01-26 Online:2006-01-20 Published:2006-01-20

基于遗传算法的波束追踪和成型

李雷,朱柏承¹,周乐柱,龚中麟

北京大学电子工程研究所，北京，100871；¹通讯联系人，E-mail: zhubc@pku.edu.cn

Abstract

Abstract: A genetic algorithm assisted beam tracking and forming is applied to solve the problem of tracking a continuous moving signal while suppressing a strong fixed interference. An improved binary coding method is proposed, which introduces several parameters to control the solution precision and search space efficiently. The convergence and reliability of this algorithm are given much consideration. The simulation results show that the algorithm is able to track a fast moving signal while suppressing a fixed interference.

Key words: beam tracking, beam forming, genetic algorithm

摘要： 介绍了遗传算法在波束追踪和成型中的应用，着重探讨了该方法在解决追踪连续移动信号的同时抑制固定强干扰的问题。提出了一种改进的二进制编码方法，该方法引入了若干参数用以控制解的精度和搜索空间。特别考虑了算法的收敛性和可靠性。仿真结果表明，该算法可以在跟踪快速移动信号的同时，有效地抑制一个固定强干扰。

关键词: 波束追踪, 波束成型, 遗传算法

CLC Number:

TP820

LI Lei,ZHU Bocheng,ZHOU Lezhu,GONG Zhonglin. A Genetic Algorithm Assisted Beam Tracking and Forming[J]. Acta Scientiarum Naturalium Universitatis Pekinensis.

李雷,朱柏承,周乐柱,龚中麟. 基于遗传算法的波束追踪和成型[J]. 北京大学学报（自然科学版）.

Add to citation manager EndNote|Ris|BibTeX

URL: https://xbna.pku.edu.cn/EN/

https://xbna.pku.edu.cn/EN/Y2006/V42/I1/110

[1]	PAN Jiawen, ZHAI Weixin, GUO Zhou, HU Banshao, CHENG Chengqi, WU Caicong. A Hybrid Slime Mould Genetic Algorithm Based on Spatial Attenuation Self-diffusion Mechanism [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2025, 61(1): 14-44.
[2]	HUANG Ming, WANG Longbo, XIAO Minghong, FU Yu, ZUO Zhengkang. An Efficient Genetic Algorithm Based on Adaptive Boundary Constraint [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2024, 60(4): 665-672.
[3]	LIU Zhong, WANG Xin’an, LI Qiuping, ZHAO Tianxia. Research of Sleep Staging Algorithms Based on ECG and Body Motion Signals [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2021, 57(5): 833-840.
[4]	ZUO Zhengkang, ZHANG Feizhou, ZHANG Ling, SUN Yiyuan, ZHANG Ruihua, YU Tian, LU Jianzhong. CMIP5 Climate Multi-model Ensemble Optimization Based on Spatial-Temporal Distribution [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2020, 56(5): 805-814.
[5]	SU Yue, YANG Zhentao, YANG Bo, ZHAO Liang. Application Research of Active Source Rayleigh Wave Multi-Mode Extraction Method Based on Vector Wavenumber Transformation Method in Near Surface Stratigraphic Structure Detection [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2020, 56(3): 427-435.
[6]	KONG Fanda,HE Tao. Accurate Array Geometry Inversion of Deep-Towed Multichannel Seismic System [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2012, 48(1): 71-78.
[7]	ZHOU Binxue,DAI Teqi,LIANG Jinshe,ZHANG Hua. A Simulation Research of Nonlinear Lowry Model Based on Genetic Algorithm [J]. , 2011, 47(6): 1097-1104.
[8]	ZHANG Feizhou,CHEN Jia,YANG Bogang. Operation Service Quality Assessment Analysis Oriented Public Traffic Vehicles Optimal Scheduling [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2008, 44(5): 822-826.
[9]	WU Tao,DU Gang,LIU XiaoyanHAN Ruqi. Semiconductor Device Model Parameter Extraction Based on Genetic Algorithm [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2007, 43(5): 687-693.
[10]	YANG Guijun,,,LIU Qinhuo,LIU Qiang,GU Xingfa. Estimating Subpixel Surface Temperature Coupling Retrieval Land Surface Parameters with GA SOFM Neural Network [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2007, 43(4): 484-492.
[11]	ZHAO Xiaoying,YI Jiangfang,TONG Dong,CHENG Xu. CMOS Combinational Circuit Leakage Power Reduction Using Genetic Algorit [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2007, 43(3): 421-427.
[12]	YI Jiangfang,TONG Dong,CHENG Xu. GATEST: A Validation Platform of Automatic Simulation Vectors Generation Using Genetic Algorithms [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2006, 42(5): 668-673.
[13]	ZHUANG Jiali,CHEN Liangfu,XU Xiru. Retrieval of Land Surface Component Temperature [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2000, 36(6): 850-857.

A Genetic Algorithm Assisted Beam Tracking and Forming

基于遗传算法的波束追踪和成型

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 13

Recommended Articles

Metrics