On the ergodic capacity of MIMO correlated gamma-gamma fading channels

This paper studies the ergodic capacity of multiple-input multiple-output (MIMO) correlated Gamma-Gamma (G-G) fading channels, particularly for free-space optical communications (FSO). Based on the atmospheric fading correlation analysis and by employing an approximation method for the sum of correlated (G-G) random variables (RVs), closed-form expressions for the capacity are derived for both equal gain combining (EGC) and maximal ratio combining (MRC) techniques. Numerical results confirm that channel correlation considerably degrades the performance of MIMO systems. Under a constraint of receiving area, we find that an optimal number of receiver aperture exists to achieve the best performance considering the negative impact of channel correlation. Monte-Carlo (M-C) simulations are also performed to validate the analytical results.

[1]  Halim Yanikomeroglu,et al.  On the Statistics of the Sum of Correlated Generalized-K RVs , 2010, 2010 IEEE International Conference on Communications.

[2]  Michail Matthaiou,et al.  On the Multivariate Gamma–Gamma Distribution With Arbitrary Correlation and Applications in Wireless Communications , 2015, IEEE Transactions on Vehicular Technology.

[3]  Fortunato Santucci,et al.  Channel Capacity Over Generalized Fading Channels: A Novel MGF-Based Approach for Performance Analysis and Design of Wireless Communication Systems , 2010, IEEE Transactions on Vehicular Technology.

[4]  Mohsen Kavehrad,et al.  BER Performance of Free-Space Optical Transmission with Spatial Diversity , 2007, IEEE Transactions on Wireless Communications.

[5]  George C. Alexandropoulos,et al.  Multivariate gamma-gamma distribution with exponential correlation and its applications in radio frequency and optical wireless communications , 2011 .

[6]  Olivier Lévêque,et al.  Diversity analysis of free-space optical networks with multihop transmissions , 2014, 2014 IEEE International Conference on Communications (ICC).

[7]  L. Andrews,et al.  Mathematical model for the irradiance probability density function of a laser beam propagating through turbulent media , 2001 .

[8]  Mark A Neifeld,et al.  Spatial correlation and irradiance statistics in a multiple-beam terrestrial free-space optical communication link. , 2007, Applied optics.

[9]  W. Gu,et al.  Channel correlation in aperture receiver diversity systems for free-space optical communication , 2012 .

[10]  Kaushik Chakraborty Capacity of the MIMO optical fading channel , 2005, Proceedings. International Symposium on Information Theory, 2005. ISIT 2005..

[11]  Jeffrey H. Shapiro,et al.  Capacity of wireless optical communications , 2003, IEEE J. Sel. Areas Commun..

[12]  Steve Hranilovic,et al.  Diversity Gain and Outage Probability for MIMO Free-Space Optical Links with Misalignment , 2012, IEEE Transactions on Communications.

[13]  Lizhong Zheng,et al.  Diversity and multiplexing: a fundamental tradeoff in multiple-antenna channels , 2003, IEEE Trans. Inf. Theory.

[14]  Heinz Willebrand,et al.  Free Space Optics: Enabling Optical Connectivity in Today's Networks , 2001 .

[15]  Yu. A. Brychkov,et al.  Integrals and series , 1992 .

[16]  Murat Uysal,et al.  Relay-Assisted Free-Space Optical Communication , 2007, 2007 Conference Record of the Forty-First Asilomar Conference on Signals, Systems and Computers.

[17]  L. Andrews,et al.  Laser Beam Propagation Through Random Media , 1998 .

[18]  Yu Zhang,et al.  On the Ergodic Capacity of MIMO Free-Space Optical Systems Over Turbulence Channels , 2015, IEEE Journal on Selected Areas in Communications.

[19]  Zabih Ghassemlooy,et al.  Performance evaluation of receive-diversity free-space optical communications over correlated Gamma-Gamma fading channels. , 2013, Applied optics.

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