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The Hermitian Jacobi Process: A Simplified Formula for the Moments and Application to Optical Fiber MIMO Channels
N. Demnia, T. Hamdibc, A. Souaisside a Institut de Mathématiques de Marseille (I2M, UMR 7373), Aix-Marseille Université–Centre National de la Recherche Scientifique, Marseille, France
b Department of Management Information Systems, College of Business Management, Qassim University, Ar Rass, Saudi Arabia
c Laboratoire d'Analyse Mathématiques et Applications LR11ES11, Université de Tunis El-Manar, Tunisie
d Department of Accounting, College of Business Management,
Qassim University, Ar Rass, Saudi Arabia
e Preparatory Institute for Scientific and Technical Studies, Carthage University, Tunis, Tunisia
Abstract:
Using a change of basis in the algebra of symmetric functions, we compute the moments of the Hermitian Jacobi process. After a careful arrangement of terms and the evaluation of the determinant of an “almost upper-triangular” matrix, we end up with a moment formula which is considerably simpler than the one derived in [L. Deleaval, N. Demni, J. Theoret. Probab., 31:3 (2018), 1759–1778]. As an application, we propose the Hermitian Jacobi process as a dynamical model for an optical fiber MIMO channel and compute its Shannon capacity in the case of a low-power transmitter. Moreover, when the size of the Hermitian Jacobi process is larger than the moment order, our moment formula can be written as a linear combination of balanced terminating ${}_4F_3$-series evaluated at unit argument.
Keywords:
unitary Brownian motion, orthogonal projection, Jacobi unitary ensemble, Schur polynomials, symmetric Jacobi polynomials, MIMO channels, Shannon capacity.
Received: 24.03.2020 Revised: 11.06.2020 Accepted: 17.06.2020
Citation:
N. Demni, T. Hamdi, A. Souaissi, “The Hermitian Jacobi Process: A Simplified Formula for the Moments and Application to Optical Fiber MIMO Channels”, Funktsional. Anal. i Prilozhen., 54:4 (2020), 37–55; Funct. Anal. Appl., 54:4 (2020), 257–271
Linking options:
https://www.mathnet.ru/eng/faa3774https://doi.org/10.4213/faa3774 https://www.mathnet.ru/eng/faa/v54/i4/p37
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