Design And Analysis of the Sparse Array for DoA Estimation of Noncircular Signals

被引:61
|
作者
Gupta, Payal [1 ]
Agrawal, Monika [1 ]
机构
[1] Indian Inst Technol Delhi, Ctr Appl Res Elect, New Delhi 110016, India
关键词
DoA estimation; noncircular signals; nonuniform linear array; virtual array; Cramer Rao bound; weight function; underdetermined system; DIRECTION-OF-ARRIVAL; MAXIMUM-LIKELIHOOD; MUSIC; PERFORMANCE;
D O I
10.1109/TSP.2018.2883035
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
Recently, many sparse arrays have been proposed to increase the number of degrees of freedom for direction of arrival (DoA) estimation especially for circular signals. Thoughmany practical signals are noncircular, still the properties of noncircularity are hardly exploited in the design of sparse linear arrays. A new array geometry for noncircular signals, which significantly increases the aperture of the virtual array, has been proposed in this paper. The structure is obtained by systematically placing the two uniform linear array (ULA) side by side. The proposed design provides the largest aperture virtual ULA (VULA) as compared to the existing array structures. The aperture of VULA and corresponding weight function are evaluated analytically. The closed-form expression of the Cramer-Rao bound, the minimum lower bound on the error in the DoA estimation, is also obtained for the proposed structure. The performance of the proposed array is studied by the exhaustive computer simulations.
引用
收藏
页码:460 / 473
页数:14
相关论文
共 50 条
  • [41] A new 2-D DOA estimation algorithm for noncircular signals
    Liu, Jian
    Huang, Zhitao
    Zhou, Yiyu
    IEEE 2007 INTERNATIONAL SYMPOSIUM ON MICROWAVE, ANTENNA, PROPAGATION AND EMC TECHNOLOGIES FOR WIRELESS COMMUNICATIONS, VOLS I AND II, 2007, : 1035 - 1038
  • [42] Synthetic sparse planar array design for two-dimensional DOA estimation
    Li, Xiangnan
    Wang, Weijiang
    Wang, Xiaohua
    Ren, Shiwei
    DIGITAL SIGNAL PROCESSING, 2022, 120
  • [43] Sparse Array Design Exploiting the Augmented Conjugate Correlation Statistics for DOA Estimation
    Song, Jinyang
    Shen, Feng
    Shen, Jiajun
    IEEE ACCESS, 2020, 8 : 41951 - 41960
  • [44] Fast DOA Estimation of IGS Noncircular Signals Under Coprime Arrays
    Lu, Jun
    Jiang, Ming
    Li, Zhenwei
    Cui, Liangjie
    Hu, Dan
    Jin, Xin
    International Journal of Information Technologies and Systems Approach, 2024, 17 (01)
  • [45] Real-valued propagator method for DOA estimation of noncircular signals
    Liu J.
    Song A.-M.
    Huang G.-C.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2010, 32 (06): : 1136 - 1139
  • [46] DOA and Polarization Estimation Based on Sparse COLD Array
    Wang, Lanmei
    Yang, Le
    Wang, Guibao
    Wang, Shuzhen
    WIRELESS PERSONAL COMMUNICATIONS, 2015, 85 (04) : 2447 - 2462
  • [47] DOA Estimation using Planar Sparse Fractal Array
    Goel, Kretika
    Agrawal, Monika
    Kar, Subrat
    2023 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP, SSP, 2023, : 468 - 472
  • [48] DOA Estimation Based on Sparse and Nonuniform COLD Array
    Liu Liang
    Tao Jian-wu
    Cui Wei
    2009 WRI INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND MOBILE COMPUTING: CMC 2009, VOL I, 2009, : 391 - 395
  • [49] DOA Estimation Approach using Sparse Representation for Sparse Line Array
    Tang Bin
    Mo Lei
    Wu Honggang
    Peng Wei
    PROCEEDINGS OF 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN), 2015, : 352 - 355
  • [50] Sparse Array Design for DOA Estimation of Non-Gaussian Signals: From Global Postage-Stamp Problem Perspective
    Ye, Changbo
    Chen, Luo
    Zhu, Beizuo
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021 (2021):