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Advances and emerging challenges in cognitive internet-of-things
journal contribution
posted on 2023-06-09, 19:38 authored by Feng Li, Kwok-Yan Lam, Xiuhua Li, Zhengguo ShengZhengguo Sheng, Jingyu Hua, Li WangThe evolution of IoT devices and their adoption in new generation intelligent systems has generated a huge demand for wireless bandwidth. This bandwidth problem is further exacerbated by another characteristics of IoT applications, i.e. IoT devices are usually deployed in massive number, thus leading to an awkward scenario that many bandwidth-hungry devices are chasing after the very limited wireless bandwidth within a small geographic area. As such, cognitive radio has received much attention of there search community as an important means for addressing the bandwidth needs of IoT applications. When enabling IoT devices with cognitive functionalities including spectrum sensing, dynamic spectrum accessing, circumstantial perceiving and self-learning, one will also need to fully study other critical issues such as standardization, privacy protection and heterogeneous coexistence. In this paper, we investigate the structural frameworks and potential applications of cognitive IoT. We further discuss the spectrum-based functionalities and heterogeneity for cognitive IoT. Security and privacy issues involved in cognitive IoT are also investigated. Finally, we present the key challenges and future direction of research on cognitiveradio-based IoT networks.
History
Publication status
- Published
File Version
- Accepted version
Journal
IEEE Transactions on Industrial InformaticsISSN
1551-3203Publisher
Institute of Electrical and Electronics EngineersExternal DOI
Page range
1-1Department affiliated with
- Engineering and Design Publications
Research groups affiliated with
- Advanced Communications, Mobile Technology and IoT (ACMI) Publications
Full text available
- Yes
Peer reviewed?
- Yes