The Capacity of Wireless Networks: Information-Theoretic and Physical Limits

被引:115
作者
Franceschetti, Massimo [1 ]
Migliore, Marco Donald [2 ]
Minero, Paolo [1 ]
机构
[1] Univ Calif San Diego, Dept Elect & Comp Engn, Calif Inst Telecommun & Informat Technol CALIT2, Adv Network Serv Grp ANS, La Jolla, CA 92093 USA
[2] Univ Cassino, DAEIMI, Microwave Lab, I-03043 Cassino, FR, Italy
基金
美国国家科学基金会;
关键词
Ad hoc networks; capacity; network information theory; scaling laws; wireless networks; TRANSPORT CAPACITY; SCALING LAWS; UPPER-BOUNDS; FREEDOM; COMMUNICATION; NUMBER;
D O I
10.1109/TIT.2009.2023705
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
It is shown that the capacity scaling of wireless networks is subject to a fundamental limitation which is independent of power attenuation and fading models. It is a degrees of freedom limitation which is due to the laws of physics. By distributing uniformly an order of n. users wishing to establish pairwise independent communications at fixed wavelength inside a two-dimensional domain of size of the order of v., there are an order of n, communication requests originating from the central half of the domain to its outer half. Physics dictates that the number of independent information channels across these two regions is only of the order of root n, so the per-user information capacity must follow an inverse square-root of n. law. This result shows that information-theoretic limits of wireless communication problems can be rigorously obtained without relying on stochastic fading channel models, but studying their physical geometric structure.
引用
收藏
页码:3413 / 3424
页数:12
相关论文
共 41 条
[1]  
Abramowitz M., 1972, Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables
[2]   Wireless ad hoc networks:: Strategies and scaling laws for the fixed SNR regime [J].
Aeron, Shuchin ;
Saligrama, Venkatesh .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2007, 53 (06) :2044-2059
[3]   On outer bounds to the capacity region of wireless networks [J].
Ahmad, Sahand Haji Ali ;
Jovicic, Aleksandar ;
Viswanath, Pramod .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (06) :2770-2776
[4]   Experiments with compact antenna arrays for MIMO radio communications [J].
Browne, David W. ;
Manteghi, Majid ;
Fitz, Michael P. ;
Rahmat-Samii, Yahya .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2006, 54 (11) :3239-3250
[5]   ON THE DEGREES OF FREEDOM OF SCATTERED FIELDS [J].
BUCCI, OM ;
FRANCESCHETTI, G .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1989, 37 (07) :918-929
[6]   ON THE SPATIAL BANDWIDTH OF SCATTERED FIELDS [J].
BUCCI, OM ;
FRANCESCHETTI, G .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1987, 35 (12) :1445-1455
[7]   Representation of electromagnetic fields over arbitrary surfaces by a finite and nonredundant number of samples [J].
Bucci, OM ;
Gennarelli, C ;
Savarese, C .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1998, 46 (03) :351-359
[8]  
COVER T. M., 2006, Elements of information theory, V2nd
[9]  
Di Francia G., 1956, IRE Trans. Antennas Propag., V4, P473, DOI [10.1109/TAP.1956.1144400, DOI 10.1109/TAP.1956.1144400]
[10]  
DIFRANCIA GT, 1955, J OPT SOC AM, V45, P497