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
相关论文
共 50 条
  • [21] Azimuth Estimation for the Backscatter Device in Ambient Backscatter Communication System
    Li, Songmin
    Ge, Jungang
    Liang, Ying-Chang
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 11 (08) : 1674 - 1678
  • [22] Symbiotic Ambient Backscatter Systems: Outage Behavior and Ergodic Capacity
    Ding, Haiyang
    Alouini, Mohamed-Slim
    Xin, Kewei
    Li, Haipeng
    Xu, Shengzhi
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (23) : 23670 - 23690
  • [23] A Symbiotic Cognitive Computing Perspective on Autonomic Computing
    Kephart, Jeffrey O.
    Lenchner, Jonathan
    2015 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING, 2015, : 109 - 114
  • [24] Integrated Sensing and Backscatter Communication
    Galappaththige, Diluka
    Tellambura, Chintha
    Maaref, Amine
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2023, 12 (12) : 2043 - 2047
  • [25] Ambient Backscatter Communication Systems With MFSK Modulation
    Tao, Qin
    Zhong, Caijun
    Huang, Kaibin
    Chen, Xiaoming
    Zhang, Zhaoyang
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (05) : 2553 - 2564
  • [26] Ambient Light Backscatter Communication for IoT Applications
    Yun, Jisu
    Jang, Byung-Jun
    JOURNAL OF ELECTROMAGNETIC ENGINEERING AND SCIENCE, 2016, 16 (04): : 214 - 218
  • [27] Link Budget Investigation of Ambient Backscatter Communication
    Park, Byounghak
    Ryu, Heung-Gyoon
    2021 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-ASIA (ICCE-ASIA), 2021,
  • [28] An Efficient Ratio Detector for Ambient Backscatter Communication
    Liu, Wenjing
    Shen, Shanpu
    Tsang, Danny H. K.
    Mallik, Ranjan K.
    Murch, Ross
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (06) : 5908 - 5921
  • [29] Adaptive Ambient Backscatter Communication Systems With MRC
    Li, Dong
    Liang, Ying-Chang
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (12) : 12352 - 12357
  • [30] Cellular Backscatter Communication: Ambient IoT Technology
    Xin, Jincan
    Xu, Sen
    19TH IEEE INTERNATIONAL SYMPOSIUM ON BROADBAND MULTIMEDIA SYSTEMS AND BROADCASTING, BMSB 2024, 2024, : 324 - 329