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Stochastic Geometry Based Performance Study In 5g Wireless Networks, Zekun Zhang
Stochastic Geometry Based Performance Study In 5g Wireless Networks, Zekun Zhang
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
As the complexity of modern cellular networks continuously increases along with the evolution of technologies and the quick explosion of mobile data traffic, conventional large scale system level simulations and analytical tools become either too complicated or less tractable and accurate. Therefore, novel analytical models are actively pursued. In recent years, stochastic geometry models have been recognized as powerful tools to analyze the key performance metrics of cellular networks. In this dissertation, stochastic geometry based analytical models are developed to analyze the performance of some key technologies proposed for 5G mobile networks. Particularly, Device-to-Device (D2D) communication, Non-orthogonal multiple access (NOMA), …