1. Comparative and analysis of evaluation of several direction of arrival estimation methods.
- Author
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Kamil, Aya Ahkam, Ismail, Marwa M., and Bashar, Bashar S.
- Subjects
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DIRECTION of arrival estimation , *MULTIPLE Signal Classification , *COMPARATIVE studies , *MAXIMUM entropy method , *PARAMETER estimation , *ALGORITHMS , *SIGNAL processing - Abstract
Modern-day, global, and clever array systems have several distinguished approaches with regard to a wireless device. In this paper, a comparative analysis has been carried out amongst nine direction of arrival (DOA) algorithms: Capon, multiple signal classification (MUSIC), Bartlett, Pisarenko, linear prediction, maximum entropies, and min-norm, root- MUSIC, and estimation of signal parameters via rotational invariance technique (ESPRIT). in this paper reduces the number of antennas and snaps necessary to observe six target swithout interference for several DOA estimation methods. After comparing and analyzing all the algorithms, it has been shown that the music algorithm is the best algorithm that reduces interference and detects the desired sources. MATLAB R2019b was used in the simulation process. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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