A Low-Complexity DOA Estimation Algorithm for Distributed Source Localization

被引:0
|
作者
Tian, Quan [1 ]
Cai, Ruiyan [1 ]
机构
[1] Taizhou Univ, Sch Elect & Informat Engn, Taizhou 318000, Peoples R China
基金
中国国家自然科学基金;
关键词
Direction-of-arrival estimation; Estimation; Signal processing algorithms; Signal to noise ratio; Sensors; Mathematical models; Computational modeling; Direction of arrival (DOA) estimation; distributed sources; low complexity; signal model;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As a key aspect of radio monitoring and positioning, direction of arrival (DOA) techniques have been widely used in wireless communications, radar detection, and radio astronomy. DOA estimation can be used to locate a source in space and provide technical support for signal enhancement. However, in complex electromagnetic environments, distributed source models have high complexity; thus, the existing DOA estimation algorithms for distributed sources cannot adapt to application scenarios that require high real-time performance. This letter derives a low-complexity distributed source model and proposes a novel DOA estimation algorithm based on the minimum variance distortionless response criterion. The experimental results demonstrate that the proposed algorithm is superior to some other algorithms in terms of parameter estimation accuracy and source resolution for distributed sources.
引用
收藏
页数:4
相关论文
共 50 条
  • [41] Low-Complexity Hyperbolic Source Localization With A Linear Sensor Array
    Liu, Ning
    Xu, Zhengyuan
    Sadler, Brian M.
    IEEE SIGNAL PROCESSING LETTERS, 2008, 15 : 865 - 868
  • [42] Low-complexity DOA estimation method for a co-prime linear array
    Wu, Xuchen
    Yang, Xiaopeng
    Han, Bowen
    Xu, Feng
    JOURNAL OF ENGINEERING-JOE, 2019, 2019 (20): : 6503 - 6506
  • [43] Low complexity algorithm for DOA estimation of wideband cyclostationary signals
    Zhao, Yong-Jun
    You, Ya-Jing
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2009, 31 (04): : 754 - 756
  • [44] Distributed Algorithm for Hybrid TOA/DOA-based Source Localization
    Meng, Wei
    Xiao, Wendong
    Xie, Lihua
    2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2011, : 1046 - 1049
  • [45] Low-complexity Channel Estimation and Localization with Random Beamspace Observations
    Jiang, Fan
    Ge, Yu
    Zhu, Meifang
    Wymeersch, Henk
    Tufvesson, Fredrik
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 5985 - 5990
  • [46] Low-complexity 2D central DOA estimation of coherently distributed sources with cross-correlation matrix
    Yang, Xuemin
    Li, Guangjun
    Zheng, Zhi
    Zhong, Lang
    ELECTRONICS LETTERS, 2014, 50 (16) : 1118 - 1119
  • [47] A Low-Complexity Soft Localization Algorithm Based on Expectation Propagation
    Zhang, Yue
    Chen, Li
    Chen, Xiaohui
    Wang, Weidong
    IEEE COMMUNICATIONS LETTERS, 2023, 27 (11) : 2958 - 2962
  • [48] Low-complexity 2D DOA Estimator of Coherently Distributed Noncircular Sources
    Yang, Xuemin
    Li, Guang-Jun
    Zheng, Zhi
    2013 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2013), 2013,
  • [49] Low-complexity 2D DOA estimator for multiple coherently distributed sources
    Zheng, Zhi
    Li, Guangjun
    Teng, Yunlong
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2012, 31 (02) : 443 - 459
  • [50] An ESPRIT-like algorithm for the central DOA estimation of distributed source
    Han, Yinghua
    Wang, Jinkuan
    Song, Xin
    Zhang, Yanfeng
    2006 10TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, VOLS 1 AND 2, PROCEEDINGS, 2006, : 1285 - +