Efficient search algorithms for adaptive filtering

The performances of various adaptive filtering algorithms are evaluated based on their convergence rate, computational requirements, misadjustment, and numerical robustness. Improvements to the performance of adaptive filters by using new adaptation algorithms and by the use of recursive structur...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Zhao, Cheng.
مؤلفون آخرون: Abeysekera, Saman S.
التنسيق: Theses and Dissertations
منشور في: 2008
الموضوعات:
الوصول للمادة أونلاين:http://hdl.handle.net/10356/4022
الوسوم: إضافة وسم
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المؤسسة: Nanyang Technological University
الوصف
الملخص:The performances of various adaptive filtering algorithms are evaluated based on their convergence rate, computational requirements, misadjustment, and numerical robustness. Improvements to the performance of adaptive filters by using new adaptation algorithms and by the use of recursive structures are reported in the thesis.