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Paperback System Identification Using Regular and Quantized Observations: Applications of Large Deviations Principles Book
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ISBN: 1461462916

ISBN13: 9781461462910

System Identification Using Regular and Quantized Observations: Applications of Large Deviations Principles

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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...

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Format: Paperback

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Engineering Math Mathematics Science Science & Math Science & Scientists Science & Technology Technology

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