The iterative identification method for Hammerstein nonlinear channel

This paper is concerned with the iteration identification algorithm for Hammerstein model with complex-valued input for the fact that the existing algorithms are not valid for complex input. Based on the stochastic gradient algorithm, the extended stochastic gradient algorithm is proposed by definin...

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Bibliographic Details
Published in:	10th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM 2014) pp. 67 - 72
Main Authors:	Su, Rui, Wang, Bin, Liu, Shigang
Format:	Conference Proceeding
Language:	English
Published:	Stevenage, UK IET 2014 The Institution of Engineering & Technology
Subjects:	Communication channel equalisation and identification Interpolation and function approximation (numerical analysis) Other topics in statistics Radio links and equipment iterative methods extended hierarchical multiinnovation stochastic gradient algorithm identification iterative identification method cost function wireless channels stochastic processes complex-valued input gradient methods Hammerstein nonlinear channel multiinnovation identification theory computational complexity
ISBN:	1849198454, 9781849198455
Online Access:	Get full text
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