کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
471138 698598 2009 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Identification for multirate multi-input systems using the multi-innovation identification theory
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Identification for multirate multi-input systems using the multi-innovation identification theory
چکیده انگلیسی

This paper considers identification problems of multirate multi-input sampled-data systems. Using the continuous-time system discretization technique with zero-order holds, the mapping relationship (state–space model) between available multirate input and output data is set up. The multi-innovation identification theory is applied to estimate the parameters of the obtained multirate models and to present a multi-innovation stochastic gradient algorithm for the multirate systems from the multirate input–output data. Furthermore, the convergence properties of the proposed algorithm are analyzed. An illustrative example is given.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Mathematics with Applications - Volume 57, Issue 9, May 2009, Pages 1438–1449
نویسندگان
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