关键词: 模糊逻辑, FSS-LMS 算法, FIRE-LMS 算法, ELSE 规则

Abstract:

In order to overcome the incomplete inference mechanism and great computational complexity in FSSLMS algorithm , a new fuzzy LMS algorithm dominated by ELSE-action is presented. In the presence of an ELSE rule , the inference mechanism can be successfully executed with slight computational complexity in any input data conditions. As compared with other fuzzy LMS algorithms , the proposed algorithm is better because it constructs a simpler and more reliable fuzzy rule. Experimental results show that the proposed algorithm is of not only less computational complexity but also better perfonnances than other fuzzy LMS algorithms and other conventional LMS algorithms.

Key words: fuzzy logic, FSS-LMS algorithm, FIRE-LMS algorithm, ELSE-action