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A Novel Beam Forming Algorithm for Massive MIMO System using Kalman Formulation with Deep Learning

Journal: IMPACT : International Journal of Research in Engineering & Technology ( IMPACT : IJRET ) (Vol.10, No. 6)

Publication Date:

Authors : ; ;

Page : 9-16

Keywords : Massive MIMO; Hybrid Beamforming; Beam Training; Deep Learning; Unsupervised Learning;

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Abstract

Deep learning (DL) techniques have lately been widely applied to telecommunication systems, and they have been shown to be an excellent tool for solving complicated non-convex optimization issues. In large-scale millimetre wave (mmWave) MIMO systems, hybrid pre coding (-beam forming) is the most promising solution for reducing high hardware costs and high power consumption. In the near-optimal analogue

Last modified: 2022-09-02 19:24:14