TY - GEN
T1 - Performance Evaluation of 5G mmWave Networks with Physical-Layer and Capacity-Limited Blocking
AU - Wu, Jingjin
AU - Wang, Meiqian
AU - Chan, Yin-Chi
AU - Wong, Eric W. M.
AU - Kim, Taejoon
PY - 2020/5
Y1 - 2020/5
N2 - 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.
AB - 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.
KW - cross-layer analytical framework
KW - fixed-point approximation
KW - Millimeter wave (mmWave) networks
KW - performance analysis
KW - teletraffic model
UR - http://www.scopus.com/inward/record.url?scp=85085702825&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85085702825&origin=recordpage
U2 - 10.1109/HPSR48589.2020.9098993
DO - 10.1109/HPSR48589.2020.9098993
M3 - RGC 32 - Refereed conference paper (with host publication)
T3 - IEEE International Conference on High Performance Switching and Routing, HPSR
BT - 2020 IEEE 21st International Conference on High Performance Switching and Routing (HPSR)
PB - IEEE
T2 - 21st IEEE International Conference on High Performance Switching and Routing, HPSR 2020
Y2 - 11 May 2020 through 14 May 2020
ER -