A Unified Analysis of Slotted Aloha with Stochastic Arrivals: Transmission Probability Control versus Age Threshold Control

Two fundamental channel contention control strategies in slotted Aloha for improving the information freshness are the transmission probability control and the age threshold control. Yet, a unified analysis and performance comparison between them remains unexplored, particularly when the arrival process of updates follows a stochastic manner, instead of ondemand manner. This paper addresses the above issue by establishing a unified analytical framework of slotted Aloha for including both strategies. Key performance measures, such as network steady-state point, peak age of information and energy efficiency, are derived as explicit functions of the transmission probability, the age threshold and other system input parameters. The joint effect of those two control strategies on age performance are demonstrated, which further reveals the optimal joint tuning of transmission probability and threshold for age minimization. The comparison shows that the transmission probability control is indispensable, while the age threshold control is beneficial for stabilizing the network age performance.

Authors

Institutions

Publication Details

Published
2024-11-18
DOI
https://doi.org/10.1109/fcn64323.2024.10985017
Primary Topic
Age of Information Optimization
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Unified Analysis of Slotted Aloha with Stochastic Arrivals: Transmission Probability Control versus Age Threshold Control

Xiang Chen, H. Zhang, Wen Zhan, Dewei Wu et al.
Age of Information Optimization
article

A Unified Analysis of Slotted Aloha with Stochastic Arrivals: Transmission Probability Control versus Age Threshold Control

Xiang Chen, H. Zhang, Wen Zhan, Dewei Wu, Yuankang Huang
article en

Abstract

Two fundamental channel contention control strategies in slotted Aloha for improving the information freshness are the transmission probability control and the age threshold control. Yet, a unified analysis and performance comparison between them remains unexplored, particularly when the arrival process of updates follows a stochastic manner, instead of ondemand manner. This paper addresses the above issue by establishing a unified analytical framework of slotted Aloha for including both strategies. Key performance measures, such as network steady-state point, peak age of information and energy efficiency, are derived as explicit functions of the transmission probability, the age threshold and other system input parameters. The joint effect of those two control strategies on age performance are demonstrated, which further reveals the optimal joint tuning of transmission probability and threshold for age minimization. The comparison shows that the transmission probability control is indispensable, while the age threshold control is beneficial for stabilizing the network age performance.

Sun Yat-sen University (CN), City University of Hong Kong (HK)
State Key Laboratory of Satellite Navigation System and Equipment Technology, National Natural Science Foundation of China, Sun Yat-sen University, National Key Research and Development Program of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 65%
Age of Information Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.