Age of Information for Periodic Status Updates Under Sequence Based Scheduling

被引:3
|
作者
Liu, Fang [1 ]
Wong, Wing Shing [1 ]
Lo, Yuan-Hsun [2 ]
Zhang, Yijin [3 ]
Chen, Chung Shue [4 ]
Xing, Guoliang [1 ]
机构
[1] Chinese Univ Hong Kong CUHK, Dept Informat Engn, Hong Kong, Peoples R China
[2] Natl Pingtung Univ, Dept Appl Math, Pingtung 900391, Taiwan
[3] Nanjing Univ Sci & Technol, Sch Elect & Opt Engn, Nanjing 210094, Peoples R China
[4] Paris Saclay Ctr, Nokia Bell Labs, F-91300 Massy, France
基金
中国国家自然科学基金;
关键词
Schedules; Delays; Synchronization; Throughput; Sensors; Wireless sensor networks; Real-time systems; Age of information; sequence based scheduling scheme; periodic status updates; random access; COLLISION CHANNEL; NETWORKS;
D O I
10.1109/TCOMM.2023.3297738
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper considers a system in which multiple users send periodically generated status information to a common access point (AP) over a collision channel. To avoid high overhead, there is no time synchronization and no feedback information from the AP to indicate whether a transmission is successful or not. The performance metric that we focus on is the age-of-information (AoI), which represents the freshness of the status information received at the AP. For this model, we propose a sequence based MAC scheme in which each user is pre-assigned a periodic sequence to schedule transmissions. This scheme guarantees each user at least one successful packet transmission within a sequence period, in the absence of time synchronization and feedback information from the AP. To the best of our knowledge, this is the first study investigating AoI performance under a sequence based MAC scheme. We derive the closed-form expressions for average AoI, average peak AoI and average age penalty under the sequence based scheduling. Besides, we derive several critical properties of the sequences to optimize the AoI performance. Comparison results show that our proposed sequence scheme outperforms slotted ALOHA and framed ALOHA in various settings.
引用
收藏
页码:5963 / 5978
页数:16
相关论文
共 50 条
  • [41] Impact of Transmission Delays Over Age of Information Under Finite Horizon Scheduling
    Zancanaro, Alberto
    Munari, Andrea
    Cisotto, Giulia
    Badia, Leonardo
    2023 IEEE 28TH INTERNATIONAL WORKSHOP ON COMPUTER AIDED MODELING AND DESIGN OF COMMUNICATION LINKS AND NETWORKS, CAMAD 2023, 2023, : 99 - 104
  • [42] Minimizing the Age-of-Critical-Information: An Imitation Learning-Based Scheduling Approach Under Partial Observations
    Wang, Xiaojie
    Ning, Zhaolong
    Guo, Song
    Wen, Miaowen
    Poor, H. Vincent
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 21 (09) : 3225 - 3238
  • [43] Analyzing the age of information in prioritized status update systems under an interruption-based hybrid discipline
    Fahim, Tamer E.
    Rabia, Sherif I.
    El-Malek, Ahmed H. Abd
    Zahra, Waheed K.
    PERFORMANCE EVALUATION, 2024, 165
  • [44] Age-Optimal Updates of Multiple Information Flows
    Sun, Yin
    Uysal-Biyikoglu, Elif
    Kompella, Sastry
    IEEE INFOCOM 2018 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2018, : 136 - 141
  • [45] Age-Optimal Information Updates in Multihop Networks
    Bedewy, Ahmed M.
    Sun, Yin
    Shroff, Ness B.
    2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2017, : 576 - 580
  • [46] Age of Information Based Scheduling for UAV Aided Emergency Communication Networks
    Liang, Tianhao
    Liu, Wentao
    Yang, Jiayan
    Zhang, Tingting
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, : 5128 - 5133
  • [47] Wireless Scheduling to Optimize Age of Information Based on Earliest Update Time
    Liu, Qingyu
    Li, Chengzhang
    Hou, Y. Thomas
    Lou, Wenjing
    Reed, Jeffrey H. H.
    Kompella, Sastry
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (07) : 6352 - 6366
  • [48] Age-of-Information Based Scheduling for Multi-Channel Systems
    Sombabu, Bejjipuram
    Moharir, Sharayu
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (07) : 4439 - 4448
  • [49] Age-of-Information Aware Scheduling
    Jhunjhunwala, Prakirt Raj
    Moharir, Sharayu
    2018 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS (SPCOM 2018), 2018, : 222 - 226
  • [50] Closed-Form Analysis of Non-Linear Age of Information in Status Updates With an Energy Harvesting Transmitter
    Zheng, Xi
    Zhou, Sheng
    Jiang, Zhiyuan
    Niu, Zhisheng
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (08) : 4129 - 4142