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
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