Smart Antenna System for DOA Estimation using Nystrom Based MUSIC Algorithm
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 125 | Views: 355

Research Paper | Electronics & Communication Engineering | India | Volume 4 Issue 4, April 2015 | Popularity: 6.6 / 10


     

Smart Antenna System for DOA Estimation using Nystrom Based MUSIC Algorithm

Veerendra, Md. Bakhar


Abstract: This paper presents the high efficiency and low complexity MUltiple Signal Classification (MUSIC) algorithms for accurate direction of arrival (DOA) estimation. In this work, we proposed modified MUSIC algorithm for high resolution DOA estimation of coherent source signals under low signal to noise ratio (SNR) scenario using less array elements and snapshots. The subspace based method requires intensive calculations especially for large arrays to compute singular vector decomposition (SVD) of sample covariance matrix (SCM). The proposed Nystrm based MUSIC method computes SVD of SCM without computing SCM. This reduces the computational complexity and makes it more robust. The simulated results are compared with existing algorithms which shows that the proposed methods are computationally efficient and simple.


Keywords: Direction of Arrival DOA estimation, root MUSIC, MUSIC, signal subspace, smart antenna


Edition: Volume 4 Issue 4, April 2015


Pages: 786 - 789



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Veerendra, Md. Bakhar, "Smart Antenna System for DOA Estimation using Nystrom Based MUSIC Algorithm", International Journal of Science and Research (IJSR), Volume 4 Issue 4, April 2015, pp. 786-789, https://www.ijsr.net/getabstract.php?paperid=SUB153012, DOI: https://www.doi.org/10.21275/SUB153012

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