Optimal Cell Load and Throughput in Green Small Cell Networks With Generalized Cell Association

This paper thoroughly explores the fundamental interactions between cell association, cell load, and throughput in a green (energy-efficient) small cell network in which all base stations form a homogeneous Poisson point process (PPP) of intensity λB and all users form another independent PPP of intensity λ∪. Cell voidness, usually disregarded due to rarity in cellular network modeling, is first theoretically analyzed under generalized (channel-aware) cell association (GCA). We show that the void cell probability cannot be neglected any more since it is bounded above by exp(-λ∪/λB) that is typically not small in a small cell network. The accurate expression of the void cell probability for GCA is characterized and it is used to derive the average cell and user throughputs. We learn that cell association and cell load λ∪/λB significantly affect these two throughputs. According to the average cell and user throughputs, the green cell and user throughputs are defined respectively to reflect whether the energy of a base station is efficiently used to transmit information or not. In order to achieve satisfactory throughput with certain level of greenness, cell load should be properly determined. We present the theoretical solutions of the optimal cell loads that maximize the green cell and user throughputs, respectively, and verify their correctness by simulation.

[1]  Kaibin Huang,et al.  Coverage and Economy of Cellular Networks with Many Base Stations , 2012, IEEE Communications Letters.

[2]  Milton Abramowitz,et al.  Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables , 1964 .

[3]  Chun-Hung Liu,et al.  Random cell association and void probability in poisson-distributed cellular networks , 2015, 2015 IEEE International Conference on Communications (ICC).

[4]  François Baccelli,et al.  Stochastic geometry and wireless networks , 2009 .

[5]  Muhammad Ali Imran,et al.  How much energy is needed to run a wireless network? , 2011, IEEE Wireless Communications.

[6]  Junyi Li,et al.  Network densification: the dominant theme for wireless evolution into 5G , 2014, IEEE Communications Magazine.

[7]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[8]  Jeffrey G. Andrews,et al.  Joint Resource Partitioning and Offloading in Heterogeneous Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[9]  François Baccelli,et al.  Stochastic Geometry and Wireless Networks, Volume 1: Theory , 2009, Found. Trends Netw..

[10]  Xianfu Chen,et al.  Energy-Efficiency Oriented Traffic Offloading in Wireless Networks: A Brief Survey and a Learning Approach for Heterogeneous Cellular Networks , 2015, IEEE Journal on Selected Areas in Communications.

[11]  Jeffrey G. Andrews,et al.  A Tractable Approach to Coverage and Rate in Cellular Networks , 2010, IEEE Transactions on Communications.

[12]  T. Mattfeldt Stochastic Geometry and Its Applications , 1996 .

[13]  Jeffrey G. Andrews,et al.  Downlink Coordinated Multi-Point with Overhead Modeling in Heterogeneous Cellular Networks , 2012, IEEE Transactions on Wireless Communications.

[14]  Matthias Wildemeersch,et al.  Coverage analysis for two-tier dynamic TDD heterogeneous networks , 2014, 2014 IEEE Global Communications Conference.

[15]  Jeffrey G. Andrews,et al.  Heterogeneous Cellular Networks with Flexible Cell Association: A Comprehensive Downlink SINR Analysis , 2011, IEEE Transactions on Wireless Communications.

[16]  Chun-Hung Liu,et al.  Optimal base station deployment for small cell networks with energy-efficient power control , 2015, 2015 IEEE International Conference on Communications (ICC).

[17]  Federico Boccardi,et al.  SLEEP mode techniques for small cell deployments , 2011, IEEE Communications Magazine.

[18]  Tony Q. S. Quek,et al.  Energy Efficiency Analysis of Two-Tier Heterogeneous Networks , 2011, EW.

[19]  M. Abramowitz,et al.  Handbook of Mathematical Functions With Formulas, Graphs and Mathematical Tables (National Bureau of Standards Applied Mathematics Series No. 55) , 1965 .

[20]  Matthias Wildemeersch,et al.  D2D Enhanced Heterogeneous Cellular Networks With Dynamic TDD , 2014, IEEE Transactions on Wireless Communications.

[21]  W. Rugh Linear System Theory , 1992 .

[22]  HanTao,et al.  A traffic load balancing framework for software-defined radio access networks powered by hybrid energy sources , 2016 .

[23]  Martin Haenggi,et al.  On distances in uniformly random networks , 2005, IEEE Transactions on Information Theory.

[24]  Wan Choi,et al.  Energy-Efficient Repulsive Cell Activation for Heterogeneous Cellular Networks , 2013, IEEE Journal on Selected Areas in Communications.

[25]  Marco Di Renzo,et al.  Average Rate of Downlink Heterogeneous Cellular Networks over Generalized Fading Channels: A Stochastic Geometry Approach , 2013, IEEE Transactions on Communications.

[26]  Gordon L. Stuber,et al.  Principles of Mobile Communication , 1996 .

[27]  Jeffrey G. Andrews,et al.  Modeling and Analysis of K-Tier Downlink Heterogeneous Cellular Networks , 2011, IEEE Journal on Selected Areas in Communications.

[28]  Zhisheng Niu,et al.  Optimal Combination of Base Station Densities for Energy-Efficient Two-Tier Heterogeneous Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[29]  Hyundong Shin,et al.  Energy Efficient Heterogeneous Cellular Networks , 2013, IEEE Journal on Selected Areas in Communications.

[30]  Khaled Ben Letaief,et al.  Throughput and Energy Efficiency Analysis of Small Cell Networks with Multi-Antenna Base Stations , 2013, IEEE Transactions on Wireless Communications.

[31]  Shuguang Cui,et al.  Optimal Discrete Power Control in Poisson-Clustered Ad Hoc Networks , 2014, IEEE Transactions on Wireless Communications.

[32]  Bongyong Song,et al.  A holistic view on hyper-dense heterogeneous and small cell networks , 2013, IEEE Communications Magazine.

[33]  Z. Néda,et al.  On the size-distribution of Poisson Voronoi cells , 2004, cond-mat/0406116.

[34]  D. Stoyan,et al.  Stochastic Geometry and Its Applications , 1989 .

[35]  Gordon L. Stuber,et al.  Principles of mobile communication (2nd ed.) , 2001 .

[36]  Gerhard Fettweis,et al.  The global footprint of mobile communications: The ecological and economic perspective , 2011, IEEE Communications Magazine.

[37]  Bhaskar Krishnamachari,et al.  Base Station Operation and User Association Mechanisms for Energy-Delay Tradeoffs in Green Cellular Networks , 2011, IEEE Journal on Selected Areas in Communications.