Name
Title | ||
|---|---|---|
Blind nonlinear channel identification based on higher order statistics using hybrid genetic algorithm |
Abstract | ||
|---|---|---|
A method with 4th-order cumulant is proposed for nonlinear channel identification. Compared with the conventional method which uses 3rd-order cumulant, the proposed method does not need to use any constraints. Since the cost function with higher order statistics has local minima, we also propose to use a hybrid genetic algorithm (GA) to minimize the cost function. The applicability of the proposed method is demonstrated by the computer simulations. |
Year | DOI | Venue |
|---|---|---|
2000 | 10.1109/ICSMC.2000.885027 | IEEE International Conference on Systems Man and Cybernetics Conference Proceedings |
Keywords | Field | DocType |
genetic algorithms,computer simulation,mobile communication,genetic engineering,training data,local minima,intersymbol interference,cost function,minimisation,cumulant | Intersymbol interference,Control theory,Computer science,Higher-order statistics,Algorithm,Maxima and minima,Theoretical computer science,Cumulant,Minimisation (psychology),Genetic algorithm,Mobile telephony,Nonlinear channel | Conference |
ISSN | Citations | PageRank |
1062-922X | 0 | 0.34 |
References | Authors | |
1 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Shusuke Narieda | 1 | 19 | 9.15 |
| Yen-Wei Chen | 2 | 720 | 155.73 |
| katsumi yamashita | 3 | 0 | 0.34 |