Complex fuzzy adaptive filter with LMS algorithm
A fuzzy adaptive filter is constructed from a set of fuzzy IF-THEN rules that change adaptively to minimize some criterion function as new information becomes available. This paper generalizes the fuzzy adaptive filter based on least mean squares (LMS) to include complex parameters and complex signa...
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| Published in | IEEE transactions on signal processing Vol. 44; no. 2; pp. 424 - 427 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
New York, NY
IEEE
01.02.1996
Institute of Electrical and Electronics Engineers |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1053-587X |
| DOI | 10.1109/78.485938 |
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| Abstract | A fuzzy adaptive filter is constructed from a set of fuzzy IF-THEN rules that change adaptively to minimize some criterion function as new information becomes available. This paper generalizes the fuzzy adaptive filter based on least mean squares (LMS) to include complex parameters and complex signals. The fuzzy filter as adaptive equalizer is applied to quadrature amplitude modulation (QAM) digital communication with linear complex channel characteristics. |
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| AbstractList | A fuzzy adaptive filter is constructed from a set of fuzzy IF-THEN rules that change adaptively to minimize some criterion function as new information becomes available. This paper generalizes the fuzzy adaptive filter based on least mean squares (LMS) to include complex parameters and complex signals. The fuzzy filter as adaptive equalizer is applied to quadrature amplitude modulation (QAM) digital communication with linear complex channel characteristics. A fuzzy adaptive filter is constructed from a set of fuzzy IF-THEN rules that change adaptively to minimize some criterion function as new information becomes available. This paper generalizes the fuzzy adaptive filter based on least mean squares (LMS) to include complex parameters and complex signals. The fuzzy filter as adaptive equalizer is applied to quadrature amplitude modulation (QAM) digital communication with linear complex channel characteristics |
| Author | Ki Yong Lee |
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| Cites_doi | 10.1109/PROC.1975.9807 10.1109/91.236549 10.1109/72.159070 10.1016/0165-1684(94)90206-2 10.1049/el:19941065 10.1049/el:19940434 |
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| Keywords | Experimental result Fuzzy algorithm Least squares method Bit error rate Equalizer Adaptive filter Quadrature modulation Fuzzy set |
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| SubjectTerms | Adaptive filters Adaptive signal processing Applied sciences Detection, estimation, filtering, equalization, prediction Exact sciences and technology Fuzzy sets Fuzzy systems Information, signal and communications theory Least squares approximation Multidimensional signal processing Quadrature amplitude modulation Signal and communications theory Signal processing Signal processing algorithms Signal, noise Telecommunications and information theory Zirconium |
| Title | Complex fuzzy adaptive filter with LMS algorithm |
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