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

Name: System Identification Using Regular and Quantized Observations: Applications of Large Deviations Principles
Availability: InStock
Author: Qi He
ISBN: 1461462916,9781461462910

by Qi He, Le Yi Wang, George G. Yin

عنوان فارسی: شناسایی سیستم با استفاده از مشاهدات منظم و کوانتیزه: کاربرد اصول انحرافات بزرگ
ناشر: Springer
سال: 2013
ویرایش: 2013
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 107-99
شابک: 1461462916,9781461462910
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 1.32 مگابایت

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جزییات کتاب

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.