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Asynchronous Random Access Systems with Immediate Collision Resolution for Low Power Wide Area Networks

Authors
Hu, YangqianJin, HuSeo, Jun-Bae
Issue Date
Feb-2024
Publisher
Institute of Electrical and Electronics Engineers Inc.
Keywords
Bayesian optimization; immediate retransmission; pure ALOHA; throughput maximization; Unslotted ALOHA
Citation
IEEE Transactions on Vehicular Technology, v.73, no.2, pp 2755 - 2770
Pages
16
Indexed
SCIE
SCOPUS
Journal Title
IEEE Transactions on Vehicular Technology
Volume
73
Number
2
Start Page
2755
End Page
2770
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/118730
DOI
10.1109/TVT.2023.3320353
ISSN
0018-9545
1939-9359
Abstract
Low power wide area networks (LPWAN) have adopted pure ALOHA systems as medium access control (MAC) protocol. Since pure ALOHA works asynchronously, it can reduce the cost of the system and devices and make the devices small by eliminating the time-synchronization hardware. However, its maximum throughput is limited only up to 0.183 (packets/sec). To overcome such a low throughput limit, this work proposes a novel asynchronous random access (RA) system that can yield the maximum throughput as good as slotted ALOHA (S-ALOHA). In the proposed system, the users transmit their packets as in pure ALOHA but trigger their feedback timer upon (re)transmission. When a collision occurs, the feedback timers enable the users who have transmitted the first and last packets in the collision to retransmit one after another right after the collision. Under some conditions, one or two users can retransmit successfully right after the collision, which improves the throughput significantly. This work analyzes the saturation throughput of the proposed system and proposes an optimal online backoff algorithm to maximize the throughput of the unsaturated traffic system. © 1967-2012 IEEE.
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ERICA 공학대학 (SCHOOL OF ELECTRICAL ENGINEERING)
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