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Linear Stochastic Systems A Geometric Approach to Modeling, Estimation and Identification by Anders Lindquist - Hardcover
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معلومات المنتج

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    المواصفات

    رقم ال ISBN
    9783662457498
    الفئات
    الرياضيات
    الرقم المميز للسلعة
    2724444992186
    المؤلفين
    الكاتب
    عدة كتاب
    المؤلفين
    الناشر
    Springer International Publishing AG
    رقم ال ISBN
    9783662457498
    الفئات
    الرياضيات
    الرقم المميز للسلعة
    2724444992186
    المؤلفين
    الكاتب
    عدة كتاب
    المؤلفين
    الناشر
    Springer International Publishing AG
    معلومات تقنية
    غلاف الكتاب
    غلاف صلب
    اللغات والبلدان
    لغة الكتاب
    الانجليزية
    إقرأ المزيد
  •  

    الوصف:

    This book presents a treatise on the theory and modeling of second-order stationery processes, including an exposition on selected application areas that are important in the engineering and applied sciences. The foundational issues regarding stationery processes dealt with in the beginning of the

    This book presents a treatise on the theory and modeling of second-order stationery processes, including an exposition on selected application areas that are important in the engineering and applied sciences. The foundational issues regarding stationery processes dealt with in the beginning of the book have a long history, starting in the 1940s with the work of Kolmogorov, Wiener, Cramer and his students, in particular Wold, and have since been refined and complemented by many others. Problems concerning the filtering and modeling of stationery random signals and systems have also been addressed and studied, fostered by the advent of modern digital computers, since the fundamental work of R.E. Kalman in the early 1960s. The book offers a unified and logically consistent view of the subject based on simple ideas from Hilbert space geometry and coordinate-free thinking. In this framework, the concepts of stochastic state space and state space modeling, based on the notion of the conditional independence of past and future flows of the relevant signals, are revealed to be fundamentally unifying ideas. The book, based on over 30 years of original research, represents a valuable contribution that will inform the fields of stochastic modeling, estimation, system identification, and time series analysis for decades to come. It also provides the mathematical tools needed to grasp and analyze the structures of algorithms in stochastic systems theory.

    Product Features:
    • Category Type: Mathematics
    • Author: Anders Lindquist and Giorgio Picci
    • Binding: Hardcover
    • Book Language: English
    • Book Origin: Germany
    • Publisher: Springer International Publishing AG
    • Publication Year: 2015
    • ISBN: 9783662457498
    • Series: Series in Contemporary Mathematics
    • Number of Pages: 796
    • Product Dimensions: 23.5 x 15.5 x 4.3 cm
    • Product Weight: 1.36 kg
 

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