Analytical performance evaluation of precoding techniques for nonlinear massive MIMO systems with channel estimation errors
Date
2018-01
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Coadvisor
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Publisher
IEEE
Language
English
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Abstract
Abstract:
In this paper we consider massive multiple input multiple output (MIMO) systems that employ linear precoding techniques and are impaired by transmitter-side nonlinearities and channel estimation errors. We present an analytical method for the statistical characterization of the transmitted signals and develop a general framework to obtain analytically the performance of different precoding techniques under the assumption of imperfect channel state information (CSI) and for different types of nonlinearities. Regardless of the particular nonlinear transmission scenario, it is shown that the performance penalty associated to the nonlinear distortion can be tolerable if the number of transmit antennas is greater than the number of independent data streams.
Keywords
Massive MIMO, nonlinear distortion, channel estimation, linear precoding, performance evaluation
Document Type
Journal article
Publisher Version
10.1109/TCOMM.2017.2782321
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Citation
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Open Access