Age of Information for Periodic Status Updates Under Sequence Based Scheduling
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AbstractThis 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.
All Author(s) ListFang Liu, Wing Shing Wong, Yuan-Hsun Lo, Yijin Zhang, Chung Shue Chen, Guoliang Xing
Journal nameIEEE Transactions on Communications
Year2023
Month10
Volume Number71
Issue Number10
PublisherIEEE
Pages5963 - 5978
ISSN0090-6778
LanguagesEnglish-United States
KeywordsSchedules,Delays,Synchronization,Throughput,Sensors,Wireless sensor networks,Real-time systems,Age of information,sequence-based scheduling scheme,periodic status updates;random access
