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Optimizing Pilot Spacing in MU-MIMO Systems Operating Over Aging Channels
Jane Street Capital, London, U.K.ORCID iD: 0000-0002-0093-2049
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control). Ericsson Research, Stockholm, Sweden.ORCID iD: 0000-0002-2289-3159
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0001-5048-331x
Budapest University of Technology and Economics, Department of Networked Systems and Services, Budapest, Hungary; ELKH-BME Information Systems Research Group, Budapest, Hungary.ORCID iD: 0000-0001-9600-6084
2023 (English)In: IEEE Transactions on Communications, ISSN 0090-6778, E-ISSN 1558-0857, Vol. 71, no 6, p. 3708-3720Article in journal (Refereed) Published
Abstract [en]

In the uplink of multiuser multiple input multiple output (MU-MIMO) systems operating over aging channels, pilot spacing is crucial for acquiring channel state information and achieving high signal-to-interference-plus-noise ratio (SINR). Somewhat surprisingly, very few works examine the impact of pilot spacing on the correlation structure of subsequent channel estimates and the resulting quality of channel state information considering channel aging. In this paper, we consider a fast-fading environment characterized by its exponentially decaying autocorrelation function, and model pilot spacing as a sampling problem to capture the inherent trade-off between the quality of channel state information and the number of symbols available for information carrying data symbols. We first establish a quasi-closed form for the achievable deterministic equivalent SINR when the channel estimation algorithm utilizes multiple pilot signals. Next, we establish upper bounds on the achievable SINR and spectral efficiency, as a function of pilot spacing, which helps to find the optimum pilot spacing within a limited search space. Our key insight is that to maximize the achievable SINR and the spectral efficiency of MU-MIMO systems, proper pilot spacing must be applied to control the impact of the aging channel and to tune the trade-off between pilot and data symbols.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2023. Vol. 71, no 6, p. 3708-3720
Keywords [en]
Autoregressive processes, channel estimation, estimation theory, multiple input multiple output, receiver design
National Category
Telecommunications Communication Systems
Identifiers
URN: urn:nbn:se:kth:diva-330936DOI: 10.1109/TCOMM.2023.3261384ISI: 001013660800037Scopus ID: 2-s2.0-85151565541OAI: oai:DiVA.org:kth-330936DiVA, id: diva2:1779655
Note

QC 20230704

Available from: 2023-07-04 Created: 2023-07-04 Last updated: 2023-09-06Bibliographically approved

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Fodor, GaborGurgunoglu, Doga

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