A Joint Optimization Method for Scheduling and Random Access Based on the Idea of Particle-Based Access in IEEE 802.11ax

Ke Sun, Bo Li, Zhongjiang Yan, Mao Yang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

At present, there are some problems in the mechnism of guarantee for the delay of uplink service in IEEE 802.11, 1) Many studies have optimized the expectation of delay of random access, but cannot privide deterministic guarantee of delay. 2) Scheduling access can effiectively provides guarantee for the performance of the delay of service, but there are some very urgent packets that cannot tolerate the waiting time required by scheduling. 3) There are few studies that consider optimal the delay of both scheduling and random access. To solve these problems, this paper proposes a joint optimization method of scheduling and random access, based on the idea of minimum access bandwidth in the theory of particle access and the corresponding access strategy: EDF (Early Deadline First). As a result, the packets created by scheduling users are in the minimum access bandwidth range at each time, and the idle time-frequency resources are distributed as evenly as possible in time. Therefore, the probability of collision between random access users and the resulting long waiting time can be reduced. The simulation results show that under the condition of moderate total traffic, the joint optimization method proposed in this paper can significantly reduce the access delay of random users on the premise of ensuring the delay requirements of scheduling users. The research result of this paper provides a new idea for further optimizing the delay of the scheduling and random users.

Original languageEnglish
Title of host publicationSmart Grid and Internet of Things - 6th EAI International Conference, SGIoT 2022, Proceedings
EditorsDer-Jiunn Deng, Han-Chieh Chao, Jyh-Cheng Chen
PublisherSpringer Science and Business Media Deutschland GmbH
Pages172-185
Number of pages14
ISBN (Print)9783031312748
DOIs
StatePublished - 2023
Event6th International Conference on Smart Grid and Internet of Things, SGIoT 2022 - TaiChung, Taiwan, Province of China
Duration: 19 Nov 202220 Nov 2022

Publication series

NameLecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume497 LNICST
ISSN (Print)1867-8211
ISSN (Electronic)1867-822X

Conference

Conference6th International Conference on Smart Grid and Internet of Things, SGIoT 2022
Country/TerritoryTaiwan, Province of China
CityTaiChung
Period19/11/2220/11/22

Keywords

  • Guarantee of delay
  • IEEE 802.11ax
  • Joint optimization of scheduling and random access
  • Particle access

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