A Model for 5G Millimeter Wave Service Rate Abstraction

An accurate channel abstraction is an important part of solving resource allocation problems in 5G networks. The purpose of this work is to present a channel abstraction model that takes into account changes in total cell capacity over time and does not require complex simulation. We analyze the cell capacity, taking into account the 3GPP standards. Based on the obtained values, we propose a model based on the first-order autoregression method. The numerical results show that the suggested method provides an accurate approximation of the total cell rate. The obtained results can be used in applied research in 5G wireless networks. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.