Performance Evaluation of 5G mmWave Networks with Physical-Layer and Capacity-Limited Blocking
Published in 2020 IEEE 21st International Conference on High Performance Switching and Routing (HPSR), 2020-05-11
Proposes a model of a 5G millimetre-wave network and a decomposition-based approximation method for evaluating its blocking probability.
Abstract: We propose a versatile cross-layer framework to analyze performance metrics for mobile traffic in fifth-generation (5G) millimeter wave (mmWave) networks. Our proposed framework is based on stochastic geometry, teletraffic models, and the classical Erlang Fixed Point Approximation method, with the objective of evaluating blocking probability, mean service time of user requests, and utilization rate of base stations by taking into account practical concerns in mmWave networks including blockages encountered by mmWaves in the physical layer, capacity constraints in the network layer, and the stochastic nature of mobile traffic. We demonstrate by numerical results that our analytical method is accurate and computationally-efficient.
DOI: 10.1109/HPSR48589.2020.9098993
Recommended citation:
J. Wu, M. Wang, Y.-C. Chan, E. W. M. Wong, and T. Kim, “Performance evaluation of 5G mmWave networks with physical-layer and capacity-limited blocking,” in 2020 IEEE 21st International Conference on High Performance Switching and Routing (HPSR), IEEE, May 2020.