Subspace extension algorithm for 2D DOA estimation with L-shaped sparse array

被引：20

作者：

Liu, Sheng ^{[1
]}

Yang, Lisheng ^{[1
]}

Li, Dong ^{[1
]}

Cao, Hailin ^{[1
]}

机构：

[1] Chongqing Univ, Key Lab Aerocraft Tracking Telemetering Command &, Chongqing 400044, Peoples R China

来源：

MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING | 2017年 / 28卷 / 01期

基金：

中国国家自然科学基金;

关键词：

Subspace extension; DOA estimation; Sparse linear array; Cross-correlation matrix; Pairing-matching; PAIR-MATCHING METHOD; SIGNAL COVARIANCE MATRICES; ANGLE ESTIMATION; ARRIVAL; ESPRIT;

D O I：

10.1007/s11045-016-0406-3

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

A subspace extension algorithm for two-dimensional (2D) direction-of-arrival (DOA) estimation with an L-shaped array is proposed. This L-shaped array is comprised of two orthogonal sparse linear arrays (SLAs). Each SLA consists of two different uniform linear arrays. The cross-correlation matrix of received data is used to construct two extended signal subspaces, by which the azimuth angles and elevation angles can be estimated independently. The procedure used to extend signal subspace only needs a small amount of calculation. Then, an effective pair-matching method is addressed to pair the estimated elevation angles and azimuth angles. Although the signal subspaces are extended, the complexity of the proposed 2D DOA estimation algorithm is lower than many similar algorithms. Simulation results indicate the availability of the proposed pairing-matching method and subspace extension algorithm.

引用

页码：315 / 327

页数：13

共 50 条

[41] Tensor-Based 2-D DOA Estimation for L-Shaped Nested Array
Xu, Feng
Zheng, Hang
Vorobyov, Sergiy A.
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2024, 60 (01) : 604 - 618
[42] A Novel 2-D DOA Estimation for Coherent Signals Based on L-shaped Array
Cheng, Qiao
Zhao, Yimin
Yang, Jing
2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2012), 2012,
[43] DOA Estimation for L-Shaped Array Based on Complex FastICA
Liu, Xiaozhi
Wang, Chen
MEASUREMENT TECHNOLOGY AND ENGINEERING RESEARCHES IN INDUSTRY, PTS 1-3, 2013, 333-335 : 636 - 639
[44] On efficient gridless methods for 2-D DOA estimation with uniform and sparse L-shaped arrays
Wu, Xiaohuan
Zhu, Wei-Ping
SIGNAL PROCESSING, 2022, 191
[45] An Efficient Gridless 2-D DOA Estimation Method for Sparse and Uniform L-shaped Arrays
Wu, Xiaohuan
Zhu, Wei-Ping
Yan, Jun
2019 IEEE 20TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC 2019), 2019,
[46] 2-D DOA Estimation of Coherent Wideband Signals Using L-Shaped Sensor Array
Swetha, P. M.
Palanisamy, P.
ADVANCES IN COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, PT I, 2011, 131 : 179 - 188
[47] 2-D DOA estimation via correlation matrix reconstruction for nested L-shaped array
Yang, Yunlong
Mao, Xingpeng
Hou, Yuguan
Jiang, Guojun
DIGITAL SIGNAL PROCESSING, 2020, 98
[48] Conjugate Augmented Spatial Temporal Technique for 2-D DOA Estimation With L-Shaped Array
Dong, Yang-Yang
Dong, Chun-xi
Shen, Zhi-bo
Zhao, Guo-qing
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2015, 14 : 1622 - 1625
[49] PERFORMANCE ANALYSIS OF 2-D DOA ESTIMATION USING L-SHAPED ARRAY IN SCATTERED CHANNEL
Mazlout, Sahbi
Ben Salah, M. Bassem
Samet, Abdelaziz
2016 INTERNATIONAL SYMPOSIUM ON SIGNAL, IMAGE, VIDEO AND COMMUNICATIONS (ISIVC), 2016, : 264 - 269
[50] A Direct Data Approach to Joint 2-D DOA and Frequency Estimation With L-Shaped Array
Zhang, Yanming
Jiang, Lijun
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 59 (04) : 3684 - 3694

← 1 2 3 4 5 →