System Parameter Identification System Parameter Identification

System Parameter Identification

Information Criteria and Algorithms

Badong Chen والمزيد
    • ‏124٫99 US$
    • ‏124٫99 US$

وصف الناشر

Recently, criterion functions based on information theoretic measures (entropy, mutual information, information divergence) have attracted attention and become an emerging area of study in signal processing and system identification domain. This book presents a systematic framework for system identification and information processing, investigating system identification from an information theory point of view. The book is divided into six chapters, which cover the information needed to understand the theory and application of system parameter identification. The authors' research provides a base for the book, but it incorporates the results from the latest international research publications.



- Named a 2013 Notable Computer Book for Information Systems by Computing Reviews

- One of the first books to present system parameter identification with information theoretic criteria so readers can track the latest developments

- Contains numerous illustrative examples to help the reader grasp basic methods

النوع
كمبيوتر وإنترنت
تاريخ النشر
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١٧ يوليو
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Elsevier
البائع
Elsevier Ltd.
الحجم
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‫م.ب.‬
Handbook of Computational Statistics Handbook of Computational Statistics
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Monte Carlo and Quasi-Monte Carlo Methods Monte Carlo and Quasi-Monte Carlo Methods
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Dynamic System Identification: Experiment Design and Data Analysis Dynamic System Identification: Experiment Design and Data Analysis
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Empirical Inference Empirical Inference
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Proceedings of COMPSTAT'2010 Proceedings of COMPSTAT'2010
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COMPSTAT 2008 COMPSTAT 2008
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Neuromorphic Intelligence Neuromorphic Intelligence
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Adaptive Filtering Under Minimum Mean p-Power Error Criterion Adaptive Filtering Under Minimum Mean p-Power Error Criterion
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Kalman Filtering Under Information Theoretic Criteria Kalman Filtering Under Information Theoretic Criteria
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Efficient Nonlinear Adaptive Filters Efficient Nonlinear Adaptive Filters
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Multimodal Perception and Secure State Estimation for Robotic Mobility Platforms Multimodal Perception and Secure State Estimation for Robotic Mobility Platforms
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