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ALOHA with SIC-Aided Collision Resolution

Authors
Seo, Jun-BaeHu, YangqianJin, HuDe, Swades
Issue Date
Apr-2025
Publisher
Institute of Electrical and Electronics Engineers Inc.
Keywords
collision timer; IoT MAC protocol; online backoff control; SIC-aided ALOHA; successive interference cancellation (SIC); throughput maximization
Citation
IEEE Internet of Things Journal, v.12, no.8, pp 10194 - 10209
Pages
16
Indexed
SCIE
SCOPUS
Journal Title
IEEE Internet of Things Journal
Volume
12
Number
8
Start Page
10194
End Page
10209
URI
https://scholarworks.gnu.ac.kr/handle/sw.gnu/75046
DOI
10.1109/JIOT.2024.3510461
ISSN
2372-2541
2327-4662
Abstract
ALOHA can be a viable solution as a light-weight medium access control (MAC) protocol in low power wide area networks (LPWAN) for Internet-of-Things (IoT). However, the maximum throughput of traditional ALOHA is too low to accommodate a large number of IoT devices. To address this limitation, this work proposes an enhanced ALOHA, where successive interference cancellation (SIC) aids in collision resolution. In the proposed system, each user measures the time interval from their transmission epoch to the end of a collision using a collision timer. Upon a collision, the access point (AP) with SIC and the users' collision timer work jointly to resolve the collision. This work characterizes the throughput of the proposed system and further proposes an online backoff algorithm to maximize the throughput. Numerical results demonstrate that the proposed ALOHA with SIC-aided collision resolution (SACR) can offer significantly improved throughput compared to S-ALOHA and the other systems. © 2014 IEEE.
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