Freshness-Aware Device-to-Device Communication in Digital Twin Network for Disaster Management
In a dynamic social Internet of Things (SIoT) environment, maintaining information freshness is vital for effective disaster management. This article models a digital twin-assisted SIoT network leveraging device-to-device (D2D) communication to address the critical challenge of minimizing the age of...
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IEEE
2025-01-01
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| Series: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
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| Online Access: | https://ieeexplore.ieee.org/document/10938411/ |
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| author | Saurabh Chandra Prateek Rajeev Arya Rohit Sharma Kusum Yadav Michal Gandor |
| author_facet | Saurabh Chandra Prateek Rajeev Arya Rohit Sharma Kusum Yadav Michal Gandor |
| author_sort | Saurabh Chandra |
| collection | DOAJ |
| description | In a dynamic social Internet of Things (SIoT) environment, maintaining information freshness is vital for effective disaster management. This article models a digital twin-assisted SIoT network leveraging device-to-device (D2D) communication to address the critical challenge of minimizing the age of information (AoI). A digital twin-enabled AoI-driven framework is proposed to quantify freshness and ensure real-time freshness updates of devices in disaster scenarios. The problem is formulated to optimize AoI under imperfect channel state information (CSI), by incorporating signal strength, latency, and resource allocation constraints. The <underline>p</underline>roposed <underline>d</underline>igital <underline>t</underline>win <underline>s</underline>patio-temporal <underline>a</underline>pproach (PDTSA) utilizes a spatio-temporal and hyperplane transformation concept for efficient resource management. By enabling D2D nodes to autonomously adapt transmission power and channel gain realization, the framework effectively minimizes AoI even in scenarios with limited CSI. Simulation results validate the performance of the proposed PDTSA achieving a 55.59% reduction in AoI and around a 12.1% increase in throughput compared to benchmark schemes. These results demonstrate the potential of the approach to enhance network efficiency and reliability, making it a promising solution for disaster management systems powered by SIoT. The proposed method may lead to an efficient solution for disaster management systems driven by the SIoT. |
| format | Article |
| id | doaj-art-0a892d4249804cd1aadcaee65f97cbb6 |
| institution | OA Journals |
| issn | 1939-1404 2151-1535 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| spelling | doaj-art-0a892d4249804cd1aadcaee65f97cbb62025-08-20T02:15:51ZengIEEEIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing1939-14042151-15352025-01-01189076908310.1109/JSTARS.2025.355430210938411Freshness-Aware Device-to-Device Communication in Digital Twin Network for Disaster ManagementSaurabh Chandra0https://orcid.org/0000-0003-3029-3687 Prateek1https://orcid.org/0000-0002-5171-8173Rajeev Arya2https://orcid.org/0000-0002-0346-2150Rohit Sharma3https://orcid.org/0000-0002-1600-5039Kusum Yadav4https://orcid.org/0000-0002-6658-6839Michal Gandor5Wireless Sensor Networks Lab, Department of Electronics & Communication Engineering, National Institute of Technology Patna, Patna, IndiaWireless Sensor Networks Lab, Department of Electronics & Communication Engineering, National Institute of Technology Patna, Patna, IndiaWireless Sensor Networks Lab, Department of Electronics & Communication Engineering, National Institute of Technology Patna, Patna, IndiaDepartment of Electronics and Communication Engineering, ABES Engineering College, Ghaziabad, IndiaDepartment of Information and Computer Science, College of Computer Science and Engineering, University of Ha'il, Hail, Saudi ArabiaDepartment of Computer Science, Faculty of Computer Science and Telecommunications, Cracow University of Technology, Warszawska, PolandIn a dynamic social Internet of Things (SIoT) environment, maintaining information freshness is vital for effective disaster management. This article models a digital twin-assisted SIoT network leveraging device-to-device (D2D) communication to address the critical challenge of minimizing the age of information (AoI). A digital twin-enabled AoI-driven framework is proposed to quantify freshness and ensure real-time freshness updates of devices in disaster scenarios. The problem is formulated to optimize AoI under imperfect channel state information (CSI), by incorporating signal strength, latency, and resource allocation constraints. The <underline>p</underline>roposed <underline>d</underline>igital <underline>t</underline>win <underline>s</underline>patio-temporal <underline>a</underline>pproach (PDTSA) utilizes a spatio-temporal and hyperplane transformation concept for efficient resource management. By enabling D2D nodes to autonomously adapt transmission power and channel gain realization, the framework effectively minimizes AoI even in scenarios with limited CSI. Simulation results validate the performance of the proposed PDTSA achieving a 55.59% reduction in AoI and around a 12.1% increase in throughput compared to benchmark schemes. These results demonstrate the potential of the approach to enhance network efficiency and reliability, making it a promising solution for disaster management systems powered by SIoT. The proposed method may lead to an efficient solution for disaster management systems driven by the SIoT.https://ieeexplore.ieee.org/document/10938411/Age of informationdevice-to-device (D2D) communicationdigital twin (DT)disaster managementhyperplane transformationspatio-temporal |
| spellingShingle | Saurabh Chandra Prateek Rajeev Arya Rohit Sharma Kusum Yadav Michal Gandor Freshness-Aware Device-to-Device Communication in Digital Twin Network for Disaster Management IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Age of information device-to-device (D2D) communication digital twin (DT) disaster management hyperplane transformation spatio-temporal |
| title | Freshness-Aware Device-to-Device Communication in Digital Twin Network for Disaster Management |
| title_full | Freshness-Aware Device-to-Device Communication in Digital Twin Network for Disaster Management |
| title_fullStr | Freshness-Aware Device-to-Device Communication in Digital Twin Network for Disaster Management |
| title_full_unstemmed | Freshness-Aware Device-to-Device Communication in Digital Twin Network for Disaster Management |
| title_short | Freshness-Aware Device-to-Device Communication in Digital Twin Network for Disaster Management |
| title_sort | freshness aware device to device communication in digital twin network for disaster management |
| topic | Age of information device-to-device (D2D) communication digital twin (DT) disaster management hyperplane transformation spatio-temporal |
| url | https://ieeexplore.ieee.org/document/10938411/ |
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