An Ordered QR Decomposition based Signal Detection Technique for Uplink Massive MIMO System

Patra, Jyoti P. and Bhusan Pradhan, Bibhuti and Rajendra Prasad, M. (2024) An Ordered QR Decomposition based Signal Detection Technique for Uplink Massive MIMO System. INFOCOMMUNICATIONS JOURNAL, 16 (1). pp. 20-25. ISSN 2061-2079

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Abstract

Signal detection turns out to be a critical challenge in massive MIMO (m-MIMO) system due to the deployment of large number of antennas at the base station. Although, the minimum mean square error (MMSE) is one of the popular signal detection method, but, it requires matrix inversion with cubic complexity. In order to reduce computational complexity, several suboptimal signal detection methods were proposed such as Gauss-Seidel, successive over relaxation, Jacobi, Richardson methods. Although, these methods provide low complexity but their performance are limited to MMSE method. In this paper, we have proposed two signal detection techniques namely QR decompositions (QRD) and ordered QRD (OQRD). Finally, the performances of proposed signal detection methods are compared with various conventional methods in terms of symbol error rate (SER) and computational complexity. The simulation results validate that the proposed methods outperform the MMSE method with substantially lower computational complexity.

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