Wednesday 24th of April 2024
 

Cognitive Internet of Things: Concepts and Application Example


Mingchuan Zhang, Haixia Zhao, Ruijuan Zheng, Qingtao Wu and Wangyang Wei

Internet of Things (IoT) is a heterogeneous, mixed and uncertain ubiquitous network, the application prospect of which is extensive in the field of modern intelligent service. Having done a deep investigation on the discrepancies between service offering and application requirement, we believed that current IoT lacks enough intelligence and cannot achieve the expected increasing applications performance. By integrating intelligent thought into IoT, we presented a new concept of Cognitive Internet of Things (CIoT) in this paper. CIoT can apperceive current network conditions, analyze the perceived knowledge, make intelligent decisions, and perform adaptive actions, which aim to maximize network performance. We modeled the CIoT network topology and designed cognition-process-related technologies, analyzed the payoffs of cooperative cognition based on game theory, which illustrates those novel designs can endows IoT with intelligence and fully improve systems performance. Finally, an application example was introduced based on the concept of CIoT.

Keywords: Cognitive Internet of Things; Cognition; Cross-layer; Muiti-domain; Cooperation.

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ABOUT THE AUTHORS

Mingchuan Zhang
Electronic & Information Engineering College, Henan University of Science and Technology

Haixia Zhao
Electronic & Information Engineering College, Henan University of Science and Technology

Ruijuan Zheng
Electronic & Information Engineering College, Henan University of Science and Technology

Qingtao Wu
Electronic & Information Engineering College, Henan University of Science and Technology

Wangyang Wei
Electronic & Information Engineering College, Henan University of Science and Technology


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