Closed-Form Expressions of Ergodic Capacity and MMSE Achievable Sum Rate for MIMO Jacobi and Rayleigh Fading Channels

Multimode/multicore fibers are expected to provide an attractive solution to overcome the capacity limit of the current optical communication system. In the presence of strong crosstalk between modes and/or cores, the squared singular values of the input/output transfer matrix follow the law of the Jacobi ensemble of random matrices. Assuming that the channel state information is only available at the receiver, we derive a new expression for the ergodic capacity of the MIMO Jacobi fading channel. The proposed expression involves double integrals which can be easily evaluated for a high-dimensional MIMO scenario. Moreover, the method used in deriving this expression does not appeal to the classical one-point correlation function of the random matrix model. Using a limiting transition between Jacobi and associated Laguerre polynomials, we derive a similar formula for the ergodic capacity of the MIMO Rayleigh fading channel. Moreover, we derive a new exact closed-form expressions for the achievable sum rate of MIMO Jacobi and Rayleigh fading channels employing linear minimum mean squared error (MMSE) receivers. The analytical results are compared to the results obtained by Monte Carlo simulations and the related results available in the literature, which shows perfect agreement.

[1]  Emil Björnson,et al.  Queen ' s University Belfast-Research Portal On the MIMO Capacity with Residual Transceiver Hardware Impairments , 2016 .

[2]  Lu Wei Ergodic MIMO Mutual Information: Twenty Years After Emre Telatar , 2019, 2019 IEEE International Symposium on Information Theory (ISIT).

[3]  P. J. Forrester Quantum conductance problems and the Jacobi ensemble , 2006 .

[4]  Jochen Schröder,et al.  Complete spatiotemporal characterization and optical transfer matrix inversion of a 420 mode fiber. , 2016, Optics letters.

[5]  Ying-Chang Liang,et al.  Matrix Integral Approach to MIMO Mutual Information Statistics in High-SNR Regime † , 2019, Entropy.

[6]  Keang-Po Ho,et al.  Mode coupling effects in multi-mode fibers , 2012, OFC/NFOEC.

[7]  Yao Li,et al.  A capacity analysis for space division multiplexing optical networks with MIMO equalization , 2017, 2017 Optical Fiber Communications Conference and Exhibition (OFC).

[8]  Helmut Bölcskei,et al.  Tight lower bounds on the ergodic capacity of Rayleigh fading MIMO channels , 2002, Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE.

[9]  K. I. Gross,et al.  Total positivity, spherical series, and hypergeometric functions of matrix argu ment , 1989 .

[10]  Dongweon Yoon,et al.  On the Distribution of SINR for MMSE MIMO Systems , 2019, IEEE Transactions on Communications.

[11]  Alessandro Nordio,et al.  Information-Theoretic Characterization of MIMO Systems With Multiple Rayleigh Scattering , 2018, IEEE Transactions on Information Theory.

[12]  Benoit Collins Product of random projections, Jacobi ensembles and universality problems arising from free probability , 2005 .

[13]  Amor Nafkha,et al.  A new lower bound on the ergodic capacity of optical MIMO channels , 2017, 2017 IEEE International Conference on Communications (ICC).

[14]  H. Vincent Poor,et al.  Rate-Distortion-Based Physical Layer Secrecy with Applications to Multimode Fiber , 2014, IEEE Transactions on Communications.

[15]  Hyundong Shin,et al.  Closed-form formulas for ergodic capacity of MIMO Rayleigh fading channels , 2003, IEEE International Conference on Communications, 2003. ICC '03..

[16]  Takehiro Tsuritani,et al.  Digital Signal Processing for Space-Division Multiplexing (SDM) Transmission , 2019, 2019 IEEE Photonics Conference (IPC).

[17]  Ronen Dar,et al.  The Jacobi MIMO Channel , 2013, IEEE Transactions on Information Theory.

[18]  Tiefeng Jiang,et al.  Approximation of Haar distributed matrices and limiting distributions of eigenvalues of Jacobi ensembles , 2009 .

[19]  Claude Oestges,et al.  MIMO Wireless Networks: Channels, Techniques and Standards for Multi-Antenna, Multi-User and Multi-Cell Systems , 2013 .

[20]  Giuseppe Caire,et al.  Closed-form performance analysis of linear MIMO receivers in general fading scenarios , 2019, WSA.

[21]  Sonia Aïssa,et al.  Joint and Marginal Eigenvalue Distributions of (Non)Central Complex Wishart Matrices and PDF-Based Approach for Characterizing the Capacity Statistics of MIMO Ricean and Rayleigh Fading Channels , 2007, IEEE Transactions on Wireless Communications.

[22]  Naoya Wada,et al.  Optical technologies for space division multiplexing , 2014, 2014 13th Workshop on Information Optics (WIO).

[23]  Peter J. Winzer,et al.  MIMO capacities and outage probabilities in spatially multiplexed optical transport systems. , 2011, Optics express.

[24]  L. Nelson,et al.  Space-division multiplexing in optical fibres , 2013, Nature Photonics.

[25]  Matthew R. McKay,et al.  Achievable Sum Rate of MIMO MMSE Receivers: A General Analytic Framework , 2010, IEEE Transactions on Information Theory.

[26]  Z. G. Cao,et al.  Soft-Decision Aided Probabilistic Data Association Based Detection for Mode Division Multiplexing Transmission With Mode-Dependent Loss , 2019, IEEE Access.

[27]  P. Vivo,et al.  Asymptotics of Selberg-like integrals: The unitary case and Newton's interpolation formula , 2010, 1003.5996.

[28]  Matthew R. McKay,et al.  Coulumb Fluid, Painlevé Transcendents, and the Information Theory of MIMO Systems , 2012, IEEE Transactions on Information Theory.

[29]  C. Beenakker Random-matrix theory of quantum transport , 1996, cond-mat/9612179.

[30]  Thomas L. Marzetta,et al.  Multiple-antenna channel hardening and its implications for rate feedback and scheduling , 2004, IEEE Transactions on Information Theory.

[31]  Bernard Fino,et al.  Multiuser detection: , 1999, Ann. des Télécommunications.

[32]  Aris L. Moustakas,et al.  Optical fiber MIMO channel model and its analysis , 2016, 2016 IEEE International Symposium on Information Theory (ISIT).

[33]  Amor Nafkha,et al.  Upper and Lower Bounds for the Ergodic Capacity of MIMO Jacobi Fading Channels , 2017, Optics express.

[34]  Hamid Gharavi,et al.  Exact Moments of Mutual Information of Jacobi MIMO Channels in High-SNR Regime , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[35]  Yutaka Miyamoto,et al.  Advanced MIMO Signal Processing Techniques Enabling Long-Haul Dense SDM Transmissions , 2018, Journal of Lightwave Technology.

[36]  H. Takara,et al.  Dense Space Division Multiplexed Transmission Over Multicore and Multimode Fiber for Long-haul Transport Systems , 2016, Journal of Lightwave Technology.

[37]  M. Oguma,et al.  Dense SDM (12-core × 3-mode) transmission over 527 km with 33.2-ns mode-dispersion employing low-complexity parallel MIMO frequency-domain equalization , 2015, 2015 Optical Fiber Communications Conference and Exhibition (OFC).

[38]  A. Gnauck,et al.  Mode-Division Multiplexing Over 96 km of Few-Mode Fiber Using Coherent 6 $\,\times\,$6 MIMO Processing , 2012, Journal of Lightwave Technology.

[39]  Robert A. Morris The dilogarithm function of a real argument , 1979 .

[40]  Ray T. Chen,et al.  Orthogonal STBC for MDL Mitigation in Mode Division Multiplexing System With MMSE Channel Estimation , 2017, Journal of Lightwave Technology.

[41]  F. Hiai,et al.  Introduction to Matrix Analysis and Applications , 2014 .

[42]  Mario Kießling,et al.  Unifying analysis of ergodic MIMO capacity in correlated Rayleigh fading environments , 2005, Eur. Trans. Telecommun..

[43]  Aris L. Moustakas,et al.  Outage Capacity for the Optical MIMO Channel , 2013, IEEE Transactions on Information Theory.

[44]  Aris L. Moustakas,et al.  Capacity and Character Expansions: Moment-Generating Function and Other Exact Results for MIMO Correlated Channels , 2005, IEEE Transactions on Information Theory.

[45]  S. Simon,et al.  Crossover from conserving to lossy transport in circular random-matrix ensembles. , 2005, Physical review letters.

[46]  Joseph M. Kahn,et al.  MIMO Signal Processing for Mode-Division Multiplexing: An overview of channel models and signal processing architectures , 2014, IEEE Signal Processing Magazine.

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