Integrated Cognitive Symbiotic Computing and Ambient Backscatter Communication Network

被引:0
|
作者
Ren, Chao [1 ]
Hu, Yanglin [1 ]
Sun, Lei [2 ]
Li, Haojin [3 ]
Sun, Chen [3 ]
Zhang, Haijun [1 ]
Nallanathan, Arumugam [4 ,5 ]
Leung, Victor C. M. [6 ]
机构
[1] Univ Sci & Technol Beijing, Beijing Engn & Technol Res Ctr Convergence Network, Beijing 100083, Peoples R China
[2] Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China
[3] Res & Dev Ctr Sony China Ltd, Beijing 100027, Peoples R China
[4] Queen Mary Univ London, Sch Elect Engn & Comp Sci, London E1 4NS, England
[5] Kyung Hee Univ, Dept Elect Engn, Yongin 17104, Gyeonggi, South Korea
[6] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Task analysis; Cognition; Backscatter; Wireless sensor networks; Resource management; Measurement; Symbiosis; Integrated computing and communication; ambient backscatter communication; cognitive networks; EFFICIENT RESOURCE-ALLOCATION; JOINT OPTIMIZATION; CHANNEL ESTIMATION; COMPUTATION; SCHEME;
D O I
10.1109/TCCN.2024.3439628
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Ambient backscatter communication (AmBC) possesses signal reception and energy-harvesting capabilities, allowing providing wireless cognition through simple energy detection. In typical applications like industrial Internet of Things (IoT), cognitive AmBC (CAmBC) networks are required to offer passive communication, edge computing, and cognition capabilities. However, passive communication relies on the environment and has limited computing power, creating interdependencies among spectrum sensing, networking, and computational cognition. Moreover, the heterogeneous evaluation metrics for communication and computation make unified planning and management challenging. Therefore, this paper proposes the integrated cognitive symbiotic computing-AmBC (CSC-AmBC) based on symbiotic communication and cognitive radio. CSC-AmBC integrates AmBC communication and computational cognition capabilities in a task-oriented manner, sharing proximity and AmBC computing and communication (ACC) resources among primary and secondary tasks. Meta-Link with Tokens and two cognitive ACC reuse models is used to facilitate integration and enhance task execution efficiency, which introduces Places to accommodate the heterogeneous and variable ACC resources. Additionally, the task execution gain metric is introduced to evaluate the multi-task ACC resource utilization. Numerical results validate the cognition networking and the advantage of the proposed task execution gain of CSC-AmBC.
引用
收藏
页码:1635 / 1649
页数:15
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