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A Derivative-Based MUSIC Algorithm for Two-Dimensional Angle Estimation Employing an L-Shaped Array

Authors :
Huanyin Zhang
Jingjing Cai
Fuwei Tan
Wei Liu
Yang-Yang Dong
Source :
ISSPIT
Publication Year :
2020
Publisher :
IEEE, 2020.

Abstract

In this paper, a derivative-based MUSIC (DB-MUSIC) algorithm for two-dimensional (2-D) direction-of-arrival (DOA) estimation is proposed using an L-shaped uniform array. It transforms the traditional 2-D search problem into a one-dimensional (1-D) one using a derivative based optimization method, taking into consideration the structure of the steering vector and the associated cost function. As a result, the proposed algorithm has a significantly low computational complexity with the additional benefit of no need for 2-D angle pairing. Simulation results show that the proposed algorithm has better estimation accuracy than some existing representative 2-D DOA estimation algorithms falling into the same category, i.e., low complexity through 1-D search with no need for pairing.

Details

Database :
OpenAIRE
Journal :
2020 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)
Accession number :
edsair.doi...........85afe727759cdfb124f00a0c8f3ffe37