Title :
δ-signed correlation method for noisy channel identification
Author :
Jarvinen, J. ; Koivunen, Visa
Author_Institution :
Signal Process. Lab., Helsinki Univ. of Technol., Finland
Abstract :
This paper addresses the problem of complex channel impulse response identification using δ-signed correlation method [Balakrishnan et al., 2001]. These types of correlation methods are simple, robust and computationally very efficient. In this paper, channel order estimation and selection of appropriate threshold value δ are considered. The threshold selection is formulated as a detection problem assuming that i.i.d. data are transmitted and the channel outputs are Gaussian. Simulation results demonstrating the robustness of the approach are shown.
Keywords :
Gaussian channels; channel estimation; correlation methods; noise; stability; transient response; δ-signed correlation method; Gaussian channel; complex channel impulse response identification; detection problem; i.i.d. data; noisy channel identification; Blind equalizers; Correlation; Correlators; Delay effects; Finite impulse response filter; Laboratories; Noise level; Noise robustness; Signal processing; System identification;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292102