Title :
Application of adaptive simulated annealing to blind channel identification with HOC fitting
Author :
Chen, S. ; Luk, B.L. ; Liu, Yanbing
Author_Institution :
Dept. of Electr. & Electron. Eng., Portsmouth Univ.
fDate :
2/5/1998 12:00:00 AM
Abstract :
A higher order cumulant (HOC) fitting approach is a powerful technique for blind identification of nonminimum phase channels. Owing to the fact that HOC cost functions are multimodal, global optimisation techniques offer the important advantage of avoiding local minima. An adaptive simulated annealing (ASA) algorithm is applied to optimise an HOC cost function. A simulation study demonstrates that this ASA is accurate and has a fast convergence rate compared with standard simulated annealing (SA)
Keywords :
convergence; higher order statistics; identification; signal processing; simulated annealing; telecommunication channels; adaptive simulated annealing; blind channel identification; convergence rate; cost functions; global optimisation techniques; higher order cumulant fitting; nonminimum phase channels;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19980235