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

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 n, 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 radicn, 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.

[1]  G. Franceschetti,et al.  On the spatial bandwidth of scattered fields , 1987 .

[2]  M. Migliore On the role of the number of degrees of freedom of the field in MIMO channels , 2006, IEEE Transactions on Antennas and Propagation.

[3]  Ayfer Özgür,et al.  Hierarchical Cooperation Achieves Optimal Capacity Scaling in Ad Hoc Networks , 2006, IEEE Transactions on Information Theory.

[4]  Rodney A. Kennedy,et al.  Intrinsic Limits of Dimensionality and Richness in Random Multipath Fields , 2007, IEEE Transactions on Signal Processing.

[5]  G. Franceschetti,et al.  On the degrees of freedom of scattered fields , 1989 .

[6]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[7]  D. F. Hays,et al.  Table of Integrals, Series, and Products , 1966 .

[8]  D. Miller,et al.  Communicating with waves between volumes: evaluating orthogonal spatial channels and limits on coupling strengths. , 2000, Applied optics.

[9]  P. Viswanath,et al.  Outer Bounds on the Capacity Region of Wireless Networks , 2005, Conference Record of the Thirty-Ninth Asilomar Conference onSignals, Systems and Computers, 2005..

[10]  Sanjeev R. Kulkarni,et al.  Upper bounds to transport capacity of wireless networks , 2004, IEEE Transactions on Information Theory.

[11]  G. D. Francia Directivity, super-gain and information , 1956 .

[12]  F. W. J. Olver,et al.  The asymptotic expansion of bessel functions of large order , 1954, Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences.

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

[14]  D. A. Dunnett Classical Electrodynamics , 2020, Nature.

[15]  M. Franceschetti,et al.  The degrees of freedom of wireless networks: information-theoretic and physical limits , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[16]  E. H. Linfoot Resolving Power and Information , 1956 .

[17]  Sanjeev R. Kulkarni,et al.  A deterministic approach to throughput scaling in wireless networks , 2002, IEEE Transactions on Information Theory.

[18]  Pramod Viswanath,et al.  On outer bounds to the capacity region of wireless networks , 2006, IEEE Transactions on Information Theory.

[19]  Massimo Franceschetti,et al.  A Note on LÉvÊque and Telatar's Upper Bound on the Capacity of Wireless Ad Hoc Networks , 2007, IEEE Transactions on Information Theory.

[20]  M.P. Fitz,et al.  Experiments With Compact Antenna Arrays for MIMO Radio Communications , 2006, IEEE Transactions on Antennas and Propagation.

[21]  Venkatesh Saligrama,et al.  Wireless Ad Hoc Networks: Strategies and Scaling Laws for the Fixed SNR Regime , 2006, IEEE Transactions on Information Theory.

[22]  G. D. Francia Resolving Power and Information , 1955 .

[23]  Massimo Franceschetti,et al.  Closing the Gap in the Capacity of Wireless Networks Via Percolation Theory , 2007, IEEE Transactions on Information Theory.

[24]  R. Harrington Time-Harmonic Electromagnetic Fields , 1961 .

[25]  Panganamala Ramana Kumar,et al.  RHEINISCH-WESTFÄLISCHE TECHNISCHE HOCHSCHULE AACHEN , 2001 .

[26]  Urs Niesen,et al.  The capacity region of large wireless networks , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[27]  Frank W. J. Olver,et al.  Tables for Bessel Functions of Moderate or Large Orders , 1963 .

[28]  I. S. Gradshteyn,et al.  Table of Integrals, Series, and Products , 1976 .

[29]  O. Bucci,et al.  Representation of electromagnetic fields over arbitrary surfaces by a finite and nonredundant number of samples , 1998 .

[30]  Panganamala Ramana Kumar,et al.  On the path-loss attenuation regime for positive cost and linear scaling of transport capacity in wireless networks , 2006, IEEE Transactions on Information Theory.

[31]  M. Brereton Classical Electrodynamics (2nd edn) , 1976 .

[32]  Emre Telatar,et al.  Information-theoretic upper bounds on the capacity of large extended ad hoc wireless networks , 2005, IEEE Transactions on Information Theory.

[33]  Gerard J. Foschini,et al.  Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas , 1996, Bell Labs Technical Journal.

[34]  F. Olver Asymptotics and Special Functions , 1974 .

[35]  Ayfer Özgür,et al.  Information-Theoretic Operating Regimes of Large Wireless Networks , 2008, IEEE Transactions on Information Theory.

[36]  Robert W. Brodersen,et al.  Degrees of freedom in multiple-antenna channels: a signal space approach , 2005, IEEE Transactions on Information Theory.

[37]  Ke Liu,et al.  Capacity scaling and spectral efficiency in wide-band correlated MIMO channels , 2003, IEEE Trans. Inf. Theory.

[38]  Urs Niesen,et al.  On Capacity Scaling in Arbitrary Wireless Networks , 2009, IEEE Transactions on Information Theory.

[39]  Miller,et al.  Electromagnetic degrees of freedom of an optical system , 2000, Journal of the Optical Society of America. A, Optics, image science, and vision.

[40]  Ayfer Özgür,et al.  Scaling Laws for One- and Two-Dimensional Random Wireless Networks in the Low-Attenuation Regime , 2007, IEEE Transactions on Information Theory.

[41]  Panganamala Ramana Kumar,et al.  A network information theory for wireless communication: scaling laws and optimal operation , 2004, IEEE Transactions on Information Theory.

[42]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[43]  Babak Hassibi,et al.  Communication over a wireless network with random connections , 2006, IEEE Transactions on Information Theory.

[44]  Akbar M. Sayeed,et al.  Capacity of space-time wireless channels: a physical perspective , 2004, Information Theory Workshop.

[45]  D. Owen Handbook of Mathematical Functions with Formulas , 1965 .

[46]  James S. Harris,et al.  Tables of integrals , 1998 .

[47]  Panganamala Ramana Kumar,et al.  The transport capacity of wireless networks over fading channels , 2004, IEEE Transactions on Information Theory.

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