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Improvement of DOD/DOA Estimation for Bistatic MIMO Radar
- Source :
- International Journal of Aeronautical and Space Sciences. 20:997-1009
- Publication Year :
- 2019
- Publisher :
- Springer Science and Business Media LLC, 2019.
-
Abstract
- In this paper, we apply the Newton-type method for the optimization of cost functions for spectrum estimation-based bistatic DOD (direction of departure)/DOA (direction of arrival) estimation algorithm of the bistatic conventional beamforming and the bistatic capon beamforming algorithm in the bistatic MIMO radar system. Explicit expressions of the first derivatives and the second derivatives of the cost functions are presented. The Newton-type search for simultaneous update of the DOD/DOA based on the gradient and the Hessian of the cost function is also presented. The performance improvement in terms of estimation accuracy is demonstrated using the Monte–Carlo simulations.
- Subjects :
- Hessian matrix
Beamforming
Computer science
020208 electrical & electronic engineering
Aerospace Engineering
Direction of arrival
020206 networking & telecommunications
02 engineering and technology
Function (mathematics)
Capon
symbols.namesake
Bistatic radar
Control and Systems Engineering
0202 electrical engineering, electronic engineering, information engineering
symbols
General Materials Science
Electrical and Electronic Engineering
Performance improvement
Algorithm
Computer Science::Information Theory
Second derivative
Subjects
Details
- ISSN :
- 20932480 and 2093274X
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- International Journal of Aeronautical and Space Sciences
- Accession number :
- edsair.doi...........3877ce5c5342b17e169dc33a0bc1232b