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

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

    Posted By: roxul
    Date: 6 Sep 2019 10:33:10
    System Identification Using Regular and Quantized Observations: Applications of Large Deviations Principles

    Qi He, "System Identification Using Regular and Quantized Observations: Applications of Large Deviations Principles "
    English | ISBN: 1461462916 | 2013 | 108 pages | EPUB, PDF | 1279 KB + 2 MB

    `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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