System Identification Using Regular and Quantized Observations (e-bok)

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Språk: Engelska
Utgivningsdatum: 2013-02-11
Förlag: Springer New York
ISBN: 9781461462927

System Identification Using Regular and Quantized Observations E-bok

Name: System Identification Using Regular and Quantized Observations
Price: 746.00 SEK
Availability: InStock
Author: Qi He, Le Yi Wang, George G Yin
ISBN: 9781461462927

Applications of Large Deviations Principles

av Qi He, Le Yi Wang, George G Yin

E-bok (PDF, LCP), Engelska, 2013-02-11

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?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.

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