Comparison of MUSIC and ESPRIT DOA Estimation algorithms for Wireless Communications

Conference paper

Oumar, O A, Siyau, M F and Sattar, T. (2012). Comparison of MUSIC and ESPRIT DOA Estimation algorithms for Wireless Communications. The First International Conference on Future Generation Communication Technologies. London 12 - 14 Dec 2012
AuthorsOumar, O A, Siyau, M F and Sattar, T.
TypeConference paper
Abstract

This paper presents simulation of Angle of Arrival (AOA) estimation using the Multiple Signal Classification (MUSIC) and Estimation of Signal Parameters via Rotational Invariance Technique (ESPRIT) algorithms. We study the localization techniques using the wireless communication systems and there are several algorithms that have the ability in calculate the Direction of Arrival (DOA) of the incident signals. We investigate and compare MUSIC and ESPRIT algorithms. The simulations indicate that the MUSIC algorithm is more accurate and stable compared to the ESPRIT algorithm.

Year2012
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Print12 Dec 2012
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Deposited11 Jun 2019
Accepted12 Dec 2012
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Safeguarding Safety Critical Infrastructure with Mobile Robot Inspectors , Opportunities and Challenges
Sattar, TP (2016). Safeguarding Safety Critical Infrastructure with Mobile Robot Inspectors , Opportunities and Challenges. International Conference on Sustainable Vital Technologies in Engineering and Informatics, BUE ACE1 2016. Cairo, Egypt 07 - 09 Nov 2016
Numerical fitting-based likelihood calculation to speed up the particle filter
Li, T, Sun, S, Corchado, JM, Sattar, TP and Si, S (2016). Numerical fitting-based likelihood calculation to speed up the particle filter. International Journal of Adaptive Control and Signal Processing. 30 (11), pp. 1583-1602. https://doi.org/10.1002/acs.2656
Non-destructive testing and condition monitoring with mobile wall climbing and swimming robots
Sattar, TP (2014). Non-destructive testing and condition monitoring with mobile wall climbing and swimming robots. 11th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies (CM 2014/MFPT 2014). Manchester, UK 10 - 12 Jun 2014 British Institute of Non-Destructive Testing (BINDT).