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Improper Gaussian Signaling for the $K$-User MIMO Interference Channels With Hardware Impairments

Authors: Mohammad Soleymani; Ignacio Santamaria; Peter J. Schreier;

Improper Gaussian Signaling for the $K$-User MIMO Interference Channels With Hardware Impairments

Abstract

This paper investigates the performance of improper Gaussian signaling (IGS) for the $K$-user multiple-input, multiple-output (MIMO) interference channel (IC) with hardware impairments (HWI). HWI may arise due to imperfections in the devices like I/Q imbalance, phase noise, etc. With I/Q imbalance, the received signal is a widely linear transformation of the transmitted signal and noise. Thus, the effective noise at the receivers becomes improper, which means that its real and imaginary parts are correlated and/or have unequal powers. IGS can improve system performance with improper noise and/or improper interference. In this paper, we study the benefits of IGS for this scenario in terms of two performance metrics: achievable rate and energy efficiency (EE). We consider the rate region, the sum-rate, the EE region and the global EE optimization problems to fully evaluate the IGS performance. To solve these non-convex problems, we employ an optimization framework based on majorization-minimization algorithms, which allow us to obtain a stationary point of any optimization problem in which either the objective function and/or constraints are linear functions of rates. Our numerical results show that IGS can significantly improve the performance of the $K$-user MIMO IC with HWI and I/Q imbalance, where its benefits increase with the number of users, $K$, and the imbalance level, and decrease with the number of antennas.

accepted

Country
Spain
Keywords

Signal Processing (eess.SP), FOS: Computer and information sciences, Improper Gaussian signaling, Computer Science - Information Theory, Information Theory (cs.IT), Convex/concave procedure, Interference channel, MIMO systems, Achievable rate region, Energy efficiency, FOS: Electrical engineering, electronic engineering, information engineering, Majorization-minimization, Electrical Engineering and Systems Science - Signal Processing, Generalized Dinkelbach algorithm, Hardware impairments

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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9
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43
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