Identification of nonlinear MIMO radio over fiber uplink channels

Carlos Alexandre Rolim Fernandes (1, 2) , Alain Kibangou (1) , Gérard Favier (1) , João C.M. Mota (2)

1 I3S - Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis
2 UFC - GTEL - Grupo de Pesquisa em Telecomunicações Sem Fio

This paper proposes two new methods for identifying multiple-input-multiple-output (MIMO) nonlinear systems. Specifically, we are interested in radio over fiber (ROF) uplink communications channels. The electrical optical (E/O) conversion in such systems introduces relevant nonlinear distortion and, consequently, the overall channel can be viewed as a convolutive post nonlinear (CPNL) mixture. The proposed techniques for system identification exploit the use of orthonormal basis functions to accelerate the convergence of the least mean square (LMS) algorithm and to decouple the minimum mean squared error (MMSE) estimation in a block-processing scheme.

Mots clés: MIMO; Nonlinear systems; Orthonormal Basis Functions; Radio Over Fiber

Domaines: Traitement du signal et de l'image [eess.SP]; Traitement du signal et de l'image [eess.SP]

Carlos Alexandre Rolim Fernandes, Alain Kibangou, Gérard Favier, João C.M. Mota. Identification of nonlinear MIMO radio over fiber uplink channels. IEEE International Telecommunications Symposium (ITS'06), Sep 2006, Fortaleza, Brazil. pp.213-218, ⟨10.1109/ITS.2006.4433272⟩. ⟨hal-00417637⟩