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A two-level parameter estimation algorithm using the multiple projection approach |
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| Authors: | Mohamed F Hassan Magdi S Mahmoud Madan G Singh Michael P Spathopolous |
| Affiliation: | 2. Electronics and Communications Department, Faculty of Engineering, Cairo University, Giza, Egypt;3. Department of Electrical Engineering, Kuwait University Kuwait;4. Control Systems Centre, UMIST, P.O. Box 88, Manchester M60 1QD, U.K. |
| Abstract: | An efficient two-level algorithm is developed for parameter estimation using the multiple projection approach. The optimal minimum variance estimate is achieved using a fixed number of iterations. Both the recursive and non-recursive versions of the algorithm are presented. Simulation results of two examples have indicated that the new two-level algorithm provides accurate estimates whilst needing a reduced amount of computational effort. |
| Keywords: | Large-scale systems estimation hierarchical systems |
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