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 language | English |
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Title of host publication | GLOBECOM 2023 - 2023 IEEE Global Communications Conference |
Publisher | IEEE Computer Society |
Pages | 2614-2619 |
Number of pages | 6 |
ISBN (Electronic) | 979-8-3503-1090-0 |
ISBN (Print) | 979-8-3503-1091-7 |
DOIs | |
Publication status | Published - 26 Feb 2024 |
Event | IEEE Conference on Global Communications 2023 - Kuala Lumpur Conventional Centre, Kuala Lumpur , Malaysia Duration: 4 Dec 2023 → 8 Dec 2023 https://globecom2023.ieee-globecom.org/ |
Publication series
Name | Proceedings - IEEE Global Communications Conference, GLOBECOM |
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ISSN (Print) | 2334-0983 |
ISSN (Electronic) | 2576-6813 |
Conference
Conference | IEEE Conference on Global Communications 2023 |
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Abbreviated title | Globecom 23 |
Country/Territory | Malaysia |
City | Kuala Lumpur |
Period | 4/12/23 → 8/12/23 |
Internet address |
Bibliographical note
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