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Linear Stochastic Systems - A Geometric Approach to Modeling, Estimation and Identification (Hardcover, 2015 ed.): Anders... Linear Stochastic Systems - A Geometric Approach to Modeling, Estimation and Identification (Hardcover, 2015 ed.)
Anders Lindquist, Giorgio Picci
R4,764 Discovery Miles 47 640 Ships in 10 - 15 working days

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

Linear Stochastic Systems - A Geometric Approach to Modeling, Estimation and Identification (Paperback, Softcover reprint of... Linear Stochastic Systems - A Geometric Approach to Modeling, Estimation and Identification (Paperback, Softcover reprint of the original 1st ed. 2015)
Anders Lindquist, Giorgio Picci
R4,732 Discovery Miles 47 320 Ships in 10 - 15 working days

This book presents a treatise on the theory and modeling of second-order stationary processes, including an exposition on selected application areas that are important in the engineering and applied sciences. The foundational issues regarding stationary processes dealt with in the beginning of the book have a long history, starting in the 1940s with the work of Kolmogorov, Wiener, Cramér and his students, in particular Wold, and have since been refined and complemented by many others. Problems concerning the filtering and modeling of stationary 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.

New Directions and Applications in Control Theory (Paperback, 2005 ed.): Wijesuriya P. Dayawansa, Anders Lindquist, Yishao Zhou New Directions and Applications in Control Theory (Paperback, 2005 ed.)
Wijesuriya P. Dayawansa, Anders Lindquist, Yishao Zhou
R2,908 Discovery Miles 29 080 Ships in 10 - 15 working days

This volume contains a collection of papers in control theory and applications presented at a conference in honor of Clyde Martin on the occasion of his 60th birthday, held in Lubbock, Texas, November 14-15, 2003.

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