DESIGN OF WEIGHTED ORDER STATISTIC FILTERS USING THE PERCEPTRON ALGORITHM

被引：22

作者：

JEONG, BJ

LEE, YH

机构：

[1] Department of Electrical Engineering, Korea Advanced Institute of Science and Technology

来源：

IEEE TRANSACTIONS ON SIGNAL PROCESSING | 1994年 / 42卷 / 11期

关键词：

D O I：

10.1109/78.330393

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We observe that the design of optimal weighted order statistic (WOS) filters under the mean absolute error criterion can be thought of as a two-class linear classification problem. Based on this observation, the perceptron algorithm is applied in designing WOS filters. It is shown experimentally that the perceptron algorithm can find optimal or near-optimal WOS filters in practical situations.

引用

页码：3264 / 3269

页数：6

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