References

1. Kamilaris A, Pitsillides A (2016) Mobile phone computing and the Internet of Things: a survey. IEEE Internet Things J 6: 885-898. [CrossRef] [Google Scholar]
2. Ijaz A, Zhang L, Grau M, Mohamed A, Vural S, et al. (2016) Enabling massive IoT in 5G and beyond systems: PHY radio frame design considerations. IEEE Access 4: 3322-3339. [CrossRef] [Google Scholar]
3. Struzak R (2018) Cognitive radio, spectrum, and evolutionary heuristics. IEEE Commun Mag 56: 166-171. [CrossRef] [Google Scholar]
4. Jiang C, Zhang H, Ren Y, Han Z, Chen KC, et al. (2017) Machine learning paradigms for next-generation wireless networks. IEEE Wireless Commun 24: 98-105. [CrossRef] [Google Scholar]
5. Chen Y, Oh HS (2016) A survey of measurement-based spectrum occupancy modeling for cognitive radios. IEEE Communications Surveys & Tutorials 18: 848-859. [CrossRef] [Google Scholar]
6. Song M, Xin C, Zhao Y, Cheng X (2012) Dynamic spectrum access: from cognitive radio to network radio. IEEE Wireless Commun 19: 23-29. [CrossRef] [Google Scholar]
7. Zhang GP (2003) Time series forecasting using a hybrid ARIMA and neural network model. Neurocomputing 50: 159-175. [CrossRef] [Google Scholar]
8. Wang L, Zeng Y, Chen T (2015) Back propagation neural network with adaptive differential evolution algorithm for time series forecasting. Expert Systems with Applications 42: 855-863. [CrossRef] [Google Scholar]
9. Srivastava S, Hashmi M, Das S, Barua D (2017) Energy detection based dynamic spectrum sensing for 2.4~GHz ISM band. International Symposium on Nanoelectronic and Information Systems, Gwalior, Madhya Pradesh, India. [CrossRef] [Google Scholar]
10. Agarwall A, Sengar AS, Gangopadhyay R (2018) Traffic scanarios: time series versus Learning-Based Models. Journal of Communications and Information Networks 3: 44-51.
11. Fadlullah ZM, Kawamoto Y, Nishiyama H, Kato N, Egashira N, et al. (2019) Multi-hop wireless transmission in multi-band WLAN systems: Proposal and future perspective. IEEE Wireless Communications 26: 108-113. [CrossRef] [Google Scholar]
12. Egashira N, Yano K, Sutoh M, Sugitani A, Amezawa Y, et al. (2018) Experimental evaluation of adaptive simultaneous transmission timing control considering idle/busy probability for multi-band wireless LAN. Proc of 2018 Asia-Pacific Microwave Conference. [CrossRef] [Google Scholar]
13. Webber J, Mehbodniya A, Hou Y, Yano K, Kumagai T, et al. (2017) Study on idle slot availability prediction for WLAN using a probabilistic neural network. Proc 23rd AsiaPacific Conference on Communicatoins. [CrossRef] [Google Scholar]
14. Ding G, Wang J, Wu Q, Yao Y, Li R, et al. (2015) On the limits of predictability in real-world radio spectrum state dynamics: From entropy theory to 5G spectrum sharing. IEEE Communications Magazine 53: 178-183. [CrossRef] [Google Scholar]
15. IEEE (2016) IEEE Standard for Information Technology - Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications.
16. Shumway RH, Stoffer DS (2010) Time Series Analysis and Its Applications: with R Examples. Springer.