System Identification Using Regular and Quantized Observations

Applications of Large Deviations Principles

Nonfiction, Science & Nature, Science, Other Sciences, System Theory, Technology, Automation, Reference & Language, Reference
Cover of the book System Identification Using Regular and Quantized Observations by Qi He, Le Yi Wang, George G. Yin, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Qi He, Le Yi Wang, George G. Yin ISBN: 9781461462927
Publisher: Springer New York Publication: February 11, 2013
Imprint: Springer Language: English
Author: Qi He, Le Yi Wang, George G. Yin
ISBN: 9781461462927
Publisher: Springer New York
Publication: February 11, 2013
Imprint: Springer
Language: English

​This brief presents characterizations of identification errors under a probabilistic framework when output sensors are binary, quantized, or regular.  By considering both space complexity in terms of signal quantization and time complexity with respect to data window sizes, this study provides a new perspective to understand the fundamental relationship between probabilistic errors and resources, which may represent data sizes in computer usage, computational complexity in algorithms, sample sizes in statistical analysis and channel bandwidths in communications.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

​This brief presents characterizations of identification errors under a probabilistic framework when output sensors are binary, quantized, or regular.  By considering both space complexity in terms of signal quantization and time complexity with respect to data window sizes, this study provides a new perspective to understand the fundamental relationship between probabilistic errors and resources, which may represent data sizes in computer usage, computational complexity in algorithms, sample sizes in statistical analysis and channel bandwidths in communications.

More books from Springer New York

Cover of the book Pocket Guide to Critical Care Pharmacotherapy by Qi He, Le Yi Wang, George G. Yin
Cover of the book Death Threats and Violence by Qi He, Le Yi Wang, George G. Yin
Cover of the book Queues by Qi He, Le Yi Wang, George G. Yin
Cover of the book Community-Based Interventions by Qi He, Le Yi Wang, George G. Yin
Cover of the book Advanced Control of Turbofan Engines by Qi He, Le Yi Wang, George G. Yin
Cover of the book Food Bites by Qi He, Le Yi Wang, George G. Yin
Cover of the book Fibromyalgia by Qi He, Le Yi Wang, George G. Yin
Cover of the book Applications of Electrochemistry and Nanotechnology in Biology and Medicine I by Qi He, Le Yi Wang, George G. Yin
Cover of the book Harnack Inequalities for Stochastic Partial Differential Equations by Qi He, Le Yi Wang, George G. Yin
Cover of the book Copper Wire Bonding by Qi He, Le Yi Wang, George G. Yin
Cover of the book Biophysics of the Failing Heart by Qi He, Le Yi Wang, George G. Yin
Cover of the book Medical Thinking by Qi He, Le Yi Wang, George G. Yin
Cover of the book Lecture Notes on the General Theory of Relativity by Qi He, Le Yi Wang, George G. Yin
Cover of the book Global Report on Student Well-Being by Qi He, Le Yi Wang, George G. Yin
Cover of the book Fundamentals of Pharmaceutical Nanoscience by Qi He, Le Yi Wang, George G. Yin
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy