Fundamentals of Heterogeneous Cellular Networks with Energy Harvesting

被引:152
作者
Dhillon, Harpreet S. [1 ]
Li, Ying [2 ]
Nuggehalli, Pavan [4 ]
Pi, Zhouyue [3 ]
Andrews, Jeffrey G. [5 ]
机构
[1] Univ So Calif, Dept Elect Engn, CSI, Los Angeles, CA 90089 USA
[2] Samsung Res Amer, Dallas, TX USA
[3] Samsung Res Amer, Emerging Technol Lab, Dallas, TX USA
[4] Broadcom Corp, Mobile & Wireless Grp, Sunnyvale, CA USA
[5] Univ Texas Austin, Wireless Networking & Commun Grp, Austin, TX 78712 USA
基金
美国国家科学基金会;
关键词
Heterogeneous cellular networks; energy harvesting; availability region; stochastic geometry; random walk theory; fixed point analysis; Poisson point process; WIRELESS NETWORKS; DOWNLINK SINR; POLICIES; HETNETS; DESIGN; NODES; TIER;
D O I
10.1109/TWC.2014.040214.131201
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
We develop a new tractable model for K-tier heterogeneous cellular networks (HetNets), where each base station (BS) is powered solely by a self-contained energy harvesting module. The BSs across tiers differ in terms of the energy harvesting rate, energy storage capacity, transmit power and deployment density. Since a BS may not always have enough energy, it may need to be kept OFF and allowed to recharge while nearby users are served by neighboring BSs that are ON. We show that the fraction of time a kth tier BS can be kept ON, termed availability rho(k), is a fundamental metric of interest. Using tools from random walk theory, fixed point analysis and stochastic geometry, we characterize the set of K-tuples (rho(1), rho(2), ... rho(K)), termed the availability region, that is achievable by general uncoordinated operational strategies, where the decision to toggle the current ON/OFF state of a BS is taken independently of the other BSs. If the availability vector corresponding to the optimal system performance, e. g., in terms of rate, lies in this availability region, there is no performance loss due to the presence of unreliable energy sources. As a part of our analysis, we model the temporal dynamics of the energy level at each BS as a birth-death process, derive the energy utilization rate, and use hitting/stopping time analysis to prove that there exists a fundamental limit on rho(k) that cannot be surpassed by any uncoordinated strategy.
引用
收藏
页码:2782 / 2797
页数:16
相关论文
共 39 条
[1]
Seven Ways that HetNets Are a Cellular Paradigm Shift [J].
Andrews, Jeffrey G. .
IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (03) :136-144
[2]
[Anonymous], 1995, Stochastic Geometry and its Applications
[3]
Optimal Packet Scheduling on an Energy Harvesting Broadcast Link [J].
Antepli, Mehmet Akif ;
Uysal-Biyikoglu, Elif ;
Erkal, Hakan .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2011, 29 (08) :1721-1731
[4]
Baccelli F., 2002, ELEMENTS QUEUEING TH
[5]
BACCELLI F, 2009, STOCHASTIC GEOMETRY, V1
[6]
Blaszczyszyn B., USING POISSON PROCES
[7]
Dhillon H. S., P 2013 IEEE GLOB
[8]
Dhillon H. S., P 2011 INF THEOR APP
[9]
Downlink Rate Distribution in Heterogeneous Cellular Networks under Generalized Cell Selection [J].
Dhillon, Harpreet S. ;
Andrews, Jeffrey G. .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2014, 3 (01) :42-45
[10]
Downlink MIMO HetNets: Modeling, Ordering Results and Performance Analysis [J].
Dhillon, Harpreet S. ;
Kountouris, Marios ;
Andrews, Jeffrey G. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (10) :5208-5222