This paper establishes the exact distribution of the signal-to-interference-plus-noise ratio (SINR) under matched-filter (MF) precoding. Specifically, we derive the exact expressions for the cumulative distribution function (CDF) and the probability density function (PDF) of SINR under MF precoding over Rayleigh fading channels. Based on our exact analysis, we then rigorously prove that the SINR converges to some specific distributions separately in high SNR and in the large MIMO regimes. To simplify the exact result in general cases, we provide a simple approximation based on modelling the interference to follow the Beta distribution. We then shift to the exact analysis of the communication rate, and answer the fundamental question of how the exact rate converges to the well-known asymptotic rate in massive MIMO. After that, we propose a novel approximation for the ergodic rate, which is shown to outperform various existing approximations. Finally, we present some numerical results to demonstrate the accuracy of the derived analytical models.
Exact SINR analysis of matched-filter precoder
SPAWC 2024, 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 10-13 September 2024, Lucca, Italy
Type:
Conference
City:
Lucca
Date:
2023-09-10
Department:
Communication systems
Eurecom Ref:
7592
Copyright:
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PERMALINK : https://www.eurecom.fr/publication/7592