Software-defined radio implementation of age-of-information-oriented random access
Refereed conference paper presented and published in conference proceedings

香港中文大學研究人員
替代計量分析
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其它資訊
摘要More and more emerging Internet of Things (IoT) applications involve status updates, where various IoT devices monitor certain physical processes and report their latest statuses to the relevant information fusion nodes. A new performance measure, termed the age of information (AoI), has recently been proposed to quantify the information freshness in time-critical IoT applications. Due to a large number of devices in future IoT networks, the decentralized channel access protocols (e.g. random access) are preferable thanks to their low network overhead. Built on the AoI concept, some recent efforts have developed several AoI-oriented ALOHA-like random access protocols for boosting the network-wide information freshness. However, all relevant works focused on theoretical designs and analysis. The development and implementation of a working prototype to evaluate and further improve these random access protocols in practice have been largely overlooked. Motivated as such, we build a software-defined radio (SDR) prototype for testing and comparing the performance of recently proposed AoI-oriented random access protocols. To this end, we implement a time-slotted wireless system by devising a simple yet effective over-the-air time synchronization scheme, in which beacons that serve as reference timing packets are broadcast by an access point (AP) from time to time. For a complete working prototype, we also design the frame structures of various packets exchanged within the system. Finally, we design a set of experiments, implement them on our prototype and test the considered algorithms in an office environment.
出版社接受日期15.07.2020
著者Zixiao Han, Jiaxin Liang, Yifan Gu, He Chen
會議名稱IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society
會議開始日18.10.2020
會議完結日21.10.2020
會議地點Singapore
會議國家/地區新加坡
會議論文集題名IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society
出版年份2020
出版社IEEE
頁次4374 - 4379
國際標準書號978-1-7281-5414-5
語言美式英語

上次更新時間 2022-10-01 於 23:30