This paper studies the use of Blind Source Separation (BSS) as a replacement for Coded Random Access in diversity ALOHA massive machine-type communications. We propose a scheme for efficiently implementing BSS within the ALOHA framework, while also determining the number of active users in each slot. We experimentally evaluate the achievable performance and highlight the factors that influence the number of detectable users.
Blind Source Separation for ALOHA Massive Machine Type Communications / Godeas, Michele; Carini, Alberto; Babich, Fulvio. - ELETTRONICO. - (2025), pp. 1-5. ( 2025 IEEE 101st Vehicular Technology Conference VTC-2025-Spring Oslo, Norway June 17 – 20, 2025) [10.1109/VTC2025-Spring65109.2025.11174549].
Blind Source Separation for ALOHA Massive Machine Type Communications
Michele Godeas;Alberto Carini
;Fulvio Babich
2025-01-01
Abstract
This paper studies the use of Blind Source Separation (BSS) as a replacement for Coded Random Access in diversity ALOHA massive machine-type communications. We propose a scheme for efficiently implementing BSS within the ALOHA framework, while also determining the number of active users in each slot. We experimentally evaluate the achievable performance and highlight the factors that influence the number of detectable users.Pubblicazioni consigliate
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