Information Timeliness Guaranteed Communication and Energy Control Integration in Multi-Mode Power IoT

Haijun Liao, Zhenyu Zhou, Zijia Yao, Zahid Mumtaz, Valerio Frascolla

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Abstract

The concurrent availability of power-line communication, cellular and other wireless technologies, and the rapid development of concepts like multi-mode power internet of things (PIoT) and digital twin (DT) have made intelligent energy control a reality. However, information timeliness guarantee which determines DT consistency and energy control degradation is still an unsolved issue, as recent studies mainly focus ontime-averaged guarantee and ignore the occurrence of extreme events. In this paper, we propose a novel metric named ultra low age of information (ULAoI), which imposes more stringent constraints on extreme event occurrence probability and high order statistics characteristics of excess AoI value. Moreover, we minimize energy control performance degradation by optimizing communication control, which acts as the bridge connecting information collection and utilization. A joint device scheduling and multi-mode channel allocation algorithm based on ULAoI prioritized learning is proposed to achieve communication and control integration. Simulation results verify that the proposed algorithm can significantly reduce energy control performance degradation and achieve ULAoI guarantee.
Original languageEnglish
Title of host publicationGLOBECOM 2023 - 2023 IEEE Global Communications Conference
PublisherIEEE Computer Society
Pages2614-2619
Number of pages6
ISBN (Electronic)979-8-3503-1090-0
ISBN (Print)979-8-3503-1091-7
DOIs
Publication statusPublished - 26 Feb 2024
EventIEEE Conference on Global Communications 2023 - Kuala Lumpur Conventional Centre, Kuala Lumpur , Malaysia
Duration: 4 Dec 20238 Dec 2023
https://globecom2023.ieee-globecom.org/

Publication series

NameProceedings - IEEE Global Communications Conference, GLOBECOM
ISSN (Print)2334-0983
ISSN (Electronic)2576-6813

Conference

ConferenceIEEE Conference on Global Communications 2023
Abbreviated titleGlobecom 23
Country/TerritoryMalaysia
CityKuala Lumpur
Period4/12/238/12/23
Internet address

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

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