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Pilot Assignment for Joint Uplink-Downlink Spectral Efficiency Enhancement in Massive MIMO Systems with Spatial Correlation

Nguyen, T.H. and Chien, T.V. and Ngo, H.Q. and Tran, X.N. and Bjornson, E. (2021) Pilot Assignment for Joint Uplink-Downlink Spectral Efficiency Enhancement in Massive MIMO Systems with Spatial Correlation. IEEE Transactions on Vehicular Technology, 70 (8): 9462554. pp. 8292-8297. ISSN 189545

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Abstract

This paper proposes a flexible pilot assignment method to jointly optimize the uplink and downlink data transmission in multi-cell Massive multiple input multiple output (MIMO) systems with correlated Rayleigh fading channels. By utilizing a closed-form expression of the ergodic spectral efficiency (SE) achieved with maximum ratio processing, we formulate an optimization problem for maximizing the minimum weighted sum of the uplink and downlink SEs subject to the transmit powers and pilot assignment sets. This combinatiorial optimization problem is solved by two sequential algorithms: a heuristic pilot assignment is first proposed to obtain a good pilot reuse set and the data power control is then implemented. Numerical results manifest that the proposed algorithm converges fast to a better minimum sum SE per user than the algorithms in previous works. © 1967-2012 IEEE.

Item Type: Article
Divisions: Faculties > Faculty of Radio-Electronic Engineering
Identification Number: 10.1109/TVT.2021.3091020
Uncontrolled Keywords: Combinatorial optimization; Efficiency; Fading channels; Heuristic algorithms; Optimization; Power control; Rayleigh fading; Closed-form expression; Combinatorial optimization problems; Correlated Rayleigh fading channels; Ergodic spectral efficiencies; Massive multiple-input- multiple-output system (MIMO); Optimization problems; Sequential algorithm; Spectral efficiencies; MIMO systems
Additional Information: Language of original document: English. All Open Access, Green.
URI: http://eprints.lqdtu.edu.vn/id/eprint/8598

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