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


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Research Paper | Electronics & Communication Engineering | India | Volume 5 Issue 10, October 2016 | Popularity: 6.3 / 10


     

Detailed Analysis and Implementation of LMS Algorithm Using Matlab

Marthy Siva Sai Krishna, Murali Banoth, Manda Suhas Priyatham


Abstract: Adaptive filters are the major components in a digital Beam forming technique which can be utilized in implementing smart antennae which can adaptively change the direction of beam towards the user. This can be achieved with a feedback mechanism used in the filters named adaptive filters and the filter transfer function is implemented with an algorithm called the Least Mean Square algorithm. This paper describes the detailed working of the Least Mean Square Algorithm and its simulation in MATLAB. .


Keywords: LMS algorithm, Adaptive filters, beamforming, LMS algorithm, wiener filter


Edition: Volume 5 Issue 10, October 2016


Pages: 1871 - 1875



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Marthy Siva Sai Krishna, Murali Banoth, Manda Suhas Priyatham, "Detailed Analysis and Implementation of LMS Algorithm Using Matlab", International Journal of Science and Research (IJSR), Volume 5 Issue 10, October 2016, pp. 1871-1875, https://www.ijsr.net/getabstract.php?paperid=ART20162506, DOI: https://www.doi.org/10.21275/ART20162506



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