User Point Processes in Cellular Networks
By Martin Haenggi. 2016
100 citations recorded by the source corpus.
The point process of concurrent users is critical for the analysis of cellular systems, in particular for the uplink and for full-duplex communication. We analyze the properties of two popular models. For the first one, we provide an accurate characterization of the pair correlation functions from the user and the base station point of view, which are applied to approximate the user process by Poisson and Ginibre point processes. For the second model, which includes the first model asymptotically, we study the cell vacancy probability, the mean area of vacant and occupied cells, the user-base station distance, and the pair correlation function in lightly and heavily loaded regimes.
Subfields: Computer Networks and Communications, Electrical and Electronic Engineering
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In Computer Networks and Communications
In Electrical and Electronic Engineering
- H. Vincent Poor
- Howard H. Yang
- Tony Q. S. Quek
- Zuozhu Liu
- Zhiguo Ding
- Mingzhe Chen
- Walid Saad
- Yuanwei Liu
Citations in the corpus
- Scheduling Policies for Federated Learning in Wireless Networks (2019, methodology): “Due to the stationary property of PPP, in the steady state, average SNR from each UE will be indentical and the PF is equivalently to select N UEs out of K with the highest channel gain [29].”