JIPS (한국정보처리학회)
Current Result Document :
| 한글제목(Korean Title) |
Highly Efficient and Precise DOA Estimation Algorithm |
| 영문제목(English Title) |
Highly Efficient and Precise DOA Estimation Algorithm |
| 저자(Author) |
Xiaobo Yang
|
| 원문수록처(Citation) |
VOL 18 NO. 03 PP. 0293 ~ 0301 (2022. 06) |
한글내용
(Korean Abstract) |
|
영문내용
(English Abstract) |
Direction of arrival (DOA) estimation of space signals is a basic problem in array signal processing. DOA estimation based on the multiple signal classification (MUSIC) algorithm can theoretically overcome the Rayleigh limit and achieve super resolution. However, owing to its inadequate real-time performance and accuracy in practical engineering applications, its applications are limited. To address this problem, in this study, a DOA estimation algorithm with high parallelism and precision based on an analysis of the characteristics of complex matrix eigenvalue decomposition and the coordinate rotation digital computer(CORDIC) algorithm is proposed. For parallel and single precision, floating-point numbers are used to construct an orthogonal identity matrix. Thus, the efficiency and accuracy of the algorithm are guaranteed. Furthermore, the accuracy and computation of the fixed-point algorithm, double-precision floating-point algorithm, and proposed algorithm are compared. Without increasing complexity, the proposed algorithm can achieve remarkably higher accuracy and efficiency than the fixed-point algorithm and double-precision floating-point calculations, respectively. |
| 키워드(Keyword) |
DOA Estimation
Eigenvector
High-Precision
MUSIC
Parallelism
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| 파일첨부 |
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