Grant-free access schemes are candidates to support future massive multiple access applications owing to their capability to reduce control signaling and latency. As a promising class of grant-free schemes, coded random access schemes can achieve high reliabilities also with uncoordinated transmissions and therefore in presence packet collisions. In this paper, an analysis tool for coded random access, based on density evolution, is proposed and exploited for system design and optimization. In sharp contrast with the existing literature, where such tools have been developed under simplified channel assumptions, the proposed tool captures not only MAC layer features, but also the physical wireless fading channel and a realistic physical layer signal processing based on multiple antennas and randomlychosen orthogonal pilots. Theoretical results are validated by comparison with symbol-level Monte Carlo simulations.

Valentini, L., Chiani, M., Paolini, E. (2022). A Joint PHY and MAC Layer Design for Coded Random Access with Massive MIMO. Piscataway, NJ : IEEE [10.1109/GLOBECOM48099.2022.10001488].

A Joint PHY and MAC Layer Design for Coded Random Access with Massive MIMO

Valentini, Lorenzo;Chiani, Marco;Paolini, Enrico
2022

Abstract

Grant-free access schemes are candidates to support future massive multiple access applications owing to their capability to reduce control signaling and latency. As a promising class of grant-free schemes, coded random access schemes can achieve high reliabilities also with uncoordinated transmissions and therefore in presence packet collisions. In this paper, an analysis tool for coded random access, based on density evolution, is proposed and exploited for system design and optimization. In sharp contrast with the existing literature, where such tools have been developed under simplified channel assumptions, the proposed tool captures not only MAC layer features, but also the physical wireless fading channel and a realistic physical layer signal processing based on multiple antennas and randomlychosen orthogonal pilots. Theoretical results are validated by comparison with symbol-level Monte Carlo simulations.
2022
Proceedings of 2022 IEEE Global Communications Conference
2505
2510
Valentini, L., Chiani, M., Paolini, E. (2022). A Joint PHY and MAC Layer Design for Coded Random Access with Massive MIMO. Piscataway, NJ : IEEE [10.1109/GLOBECOM48099.2022.10001488].
Valentini, Lorenzo; Chiani, Marco; Paolini, Enrico
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/917919
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