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
收藏
页码：3264 / 3269
页数：6
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