Coded Slotted ALOHA Random Access over the Gaussian Channel

Energy efficiency maximization for given traffic and target packet loss probability is a main design goal for grant-free protocols supporting massive connectivity. This paper investigates the performance limits of a class of coded slotted ALOHA (CSA)based protocols over the Gaussian channel. Assuming a multipacket reception decoder with perfect estimation of the number of packets in a slot and ideal error detection, we present a novel asymptotic analytical framework that allows deriving the minimum packet loss probability limits, the conditions for an <on-off” behavior of packet loss probability versus average load with a well-defined threshold, a converse bound for threshold values, and the achievable <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$E_{b} / N_{0}$</tex> limits. Numerical results show that CSA schemes have energy efficiency limits within few dB from the random coding bounds, with 1-2 dB improvement to irregular repetition slotted ALOHA (IRSA) ones.

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Published
2025-06-08
DOI
https://doi.org/10.1109/icc52391.2025.11161592
Primary Topic
Wireless Body Area Networks
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article
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article

Coded Slotted ALOHA Random Access over the Gaussian Channel

Enrico Paolini, Velio Tralli
Wireless Body Area Networks
article

Coded Slotted ALOHA Random Access over the Gaussian Channel

Enrico Paolini, Velio Tralli
article en

Abstract

Energy efficiency maximization for given traffic and target packet loss probability is a main design goal for grant-free protocols supporting massive connectivity. This paper investigates the performance limits of a class of coded slotted ALOHA (CSA)based protocols over the Gaussian channel. Assuming a multipacket reception decoder with perfect estimation of the number of packets in a slot and ideal error detection, we present a novel asymptotic analytical framework that allows deriving the minimum packet loss probability limits, the conditions for an <on-off” behavior of packet loss probability versus average load with a well-defined threshold, a converse bound for threshold values, and the achievable <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$E_{b} / N_{0}$</tex> limits. Numerical results show that CSA schemes have energy efficiency limits within few dB from the random coding bounds, with 1-2 dB improvement to irregular repetition slotted ALOHA (IRSA) ones.

University of Ferrara (IT), University of Bologna (IT)
Openalex Percentile: Top 75%
Wireless Body Area Networks
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Coded Slotted ALOHA Random Access over the Gaussian Channel — Enrico Paolini, Velio Tralli · (2025) | TGRS Research Map | TGRS