Wireless Backhaul Networks: Capacity Bound, Scalability Analysis and Design Guidelines

被引:49
作者
Dhillon, Harpreet S. [1 ]
Caire, Giuseppe [2 ]
机构
[1] Virginia Polytech Inst & State Univ, Blacksburg, VA 24061 USA
[2] Tech Univ Berlin, Dept Elect Engn & Comp Sci, D-10623 Berlin, Germany
基金
美国国家科学基金会;
关键词
Wireless backhaul network; random extended network; capacity scaling; line-of-sight MIMO;
D O I
10.1109/TWC.2015.2447534
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper studies the scalability of a wireless back-haul network modeled as a random extended network with multi-antenna base stations (BSs), where the number of antennas per BS is allowed to scale as a function of the network size. The antenna scaling is justified by the current trend toward the use of higher carrier frequencies, which allows packing a large number of antennas in small form factors. The main goal is to study the per-BS antenna requirement that ensures scalability of this network, i.e., its ability to deliver nonvanishing rate to each source-destination pair. We first derive an information theoretic upper bound on the capacity of this network under a general propagation model, which provides a lower bound on the per-BS antenna requirement. Then, we characterize the scalability requirements for two competing strategies of interest: 1) long hop: each source-destination pair minimizes the number of hops by sacrificing multiplexing gain while achieving full beamforming (power) gain over each hop; and 2) short hop: each source-destination pair communicates through a series of short hops, each achieving full multiplexing gain. While long hop may seem more intuitive in the context of massive multiple-input-multiple-output transmission, we show that the short hop strategy is significantly more efficient in terms of per-BS antenna requirement for throughput scalability. As a part of the proof, we construct a scalable short hop strategy and show that it does not violate any fundamental limits on the spatial degrees of freedom.
引用
收藏
页码:6043 / 6056
页数:14
相关论文
共 34 条
[1]   Adaptive routing strategies in IEEE 802.16 multi-hop wireless backhaul networks based on evolutionary game theory [J].
Anastasopoulos, Markos P. ;
Arapoglou, Pantelis-Daniel M. ;
Kannan, Rajgopal ;
Cottis, Panayotis G. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2008, 26 (07) :1218-1225
[2]  
[Anonymous], 2014, CISC VIS NETW IND GL
[3]  
[Anonymous], 2013, CISC VIS NETW IND GL
[4]  
[Anonymous], 2008, Digital Communications
[5]  
[Anonymous], JOINT SPATIAL DIVISI
[6]   Stochastic Geometry and Wireless Networks: Volume I Theory [J].
Baccelli, Francois ;
Blaszczyszyn, Bartlomiej .
FOUNDATIONS AND TRENDS IN NETWORKING, 2008, 3 (3-4) :249-444
[7]   The 5G phone future [J].
Bleicher, Ariel .
IEEE SPECTRUM, 2013, 50 (07) :15-26
[8]  
Bohagen F, 2007, IEEE T WIREL COMMUN, V6, P1420, DOI [10.1109/TWC.2007.348338, 10.1109/TWC.2007.05548]
[9]   Multi-hop wireless backhaul networks: A cross-layer design paradigm [J].
Cao, Min ;
Wang, Xiaodong ;
Kim, Seung-Jun ;
Madihian, Mohammad .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2007, 25 (04) :738-748
[10]  
Desgroseilliers M, 2013, CONF REC ASILOMAR C, P1026, DOI 10.1109/ACSSC.2013.6810446