Abstract
A constrained random search algorithm is introduced to perform system identification for both linear and nonlinear unknown systems. This proposed method is a population based algorithm involving a structured yet randomised information exchange resulting in survival of fittest among the population. It has capabilities of reaching the global solution. It is demonstrated that the proposed algorithm works well on multimodal error surfaces that are characteristic of linear IIR and general nonlinear adaptive filters.
Original language | English (US) |
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Title of host publication | 2005 IEEE International 48th Midwest Symposium on Circuits and Systems, MWSCAS 2005 |
Pages | 899-902 |
Number of pages | 4 |
Volume | 2005 |
DOIs | |
State | Published - Dec 1 2005 |
Event | 2005 IEEE International 48th Midwest Symposium on Circuits and Systems, MWSCAS 2005 - Cincinnati, OH, United States Duration: Aug 7 2005 → Aug 10 2005 |
Other
Other | 2005 IEEE International 48th Midwest Symposium on Circuits and Systems, MWSCAS 2005 |
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Country/Territory | United States |
City | Cincinnati, OH |
Period | 8/7/05 → 8/10/05 |
All Science Journal Classification (ASJC) codes
- Electronic, Optical and Magnetic Materials
- Electrical and Electronic Engineering