Skip to Main content Skip to Navigation
Conference papers

Stochastic Resource Allocation for Outage Minimization in Random Access with Correlated Activation

Abstract : A key challenge for random access communications arising in the monitoring of physical phenomena is optimizing the access policy. This is particularly the case when the activity of each sensor is correlated, contrasting with the independence assumption underpinning standard slotted ALOHA schemes. In this paper, we propose a stochastic resource allocation algorithm to reduce outages via maximization of the expected number of sensors that are able to reliably communicate with an access point. Allowing for devices to transmit data over multiple consecutive frames, we show that the proposed algorithm converges with probability one to a locally optimal solution. Moreover, our algorithm significantly outperforms existing methods in terms of the average number of successful transmissions when utilizing successive interference cancellation.
Document type :
Conference papers
Complete list of metadata

https://hal.inria.fr/hal-03517852
Contributor : Malcolm Egan Connect in order to contact the contributor
Submitted on : Saturday, January 8, 2022 - 11:07:25 AM
Last modification on : Monday, May 16, 2022 - 4:54:01 PM

File

Stochastic_Resource_WCNC_2022....
Files produced by the author(s)

Identifiers

  • HAL Id : hal-03517852, version 1

Citation

Ce Zheng, Malcolm Egan, Laurent Clavier, Anders Kalør, Petar Popovski. Stochastic Resource Allocation for Outage Minimization in Random Access with Correlated Activation. WCNC 2022 - IEEE Wireless Communications and Networking Conference, Apr 2022, Austin, United States. pp.1-6. ⟨hal-03517852⟩

Share

Metrics

Record views

45

Files downloads

72