Forecasting Cellular Connectivity for Cyber-Physical Systems: A Machine Learning Approach
Cyber Physical Systems (O. Niggemann, J. Beyerer, eds.) , Springer Vieweg, Berlin, Heidelberg, pp. 15–22, February 2016. Abstract: Many applications in the context of Cyber-Physical Systems (CPS) can be [...] communication system, a predictive channel-aware transmission based on machine learning methods enables a gain of 33 % concerning the spectral resource utilization of an Long Term Evolution (LTE) system. View [...] be served by cellular communication systems. The additional data traffic has to be transmitted very efficiently to minimize the interdependence with Human-to-Human (H2H) communication. In this paper, a …
