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Smart Grid and Internet of Things. 6th EAI International Conference, SGIoT 2022, TaiChung, Taiwan, November 19-20, 2022, Proceedings

Research Article

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

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BibTeX Plain Text
  • @INPROCEEDINGS{10.1007/978-3-031-31275-5_18,
        author={Ke Sun and Bo Li and Zhongjiang Yan and Mao Yang},
        title={A Joint Optimization Method for Scheduling and Random Access Based on the Idea of Particle-Based Access in IEEE 802.11ax},
        proceedings={Smart Grid and Internet of Things. 6th EAI International Conference, SGIoT 2022, TaiChung, Taiwan, November 19-20, 2022, Proceedings},
        proceedings_a={SGIOT},
        year={2023},
        month={5},
        keywords={Particle access IEEE 802.11ax Joint optimization of scheduling and random access Guarantee of delay},
        doi={10.1007/978-3-031-31275-5_18}
    }
    
  • Ke Sun
    Bo Li
    Zhongjiang Yan
    Mao Yang
    Year: 2023
    A Joint Optimization Method for Scheduling and Random Access Based on the Idea of Particle-Based Access in IEEE 802.11ax
    SGIOT
    Springer
    DOI: 10.1007/978-3-031-31275-5_18
Ke Sun1, Bo Li1, Zhongjiang Yan1,*, Mao Yang1
  • 1: School of Electronics and Information
*Contact email: zhjyan@nwpu.edu.cn

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.

Keywords
Particle access, IEEE 802.11ax, Joint optimization of scheduling and random access, Guarantee of delay
Published
2023-05-01
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-031-31275-5_18
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