Discrete Fractional Calculus: Applications in Control and Image Processing (Series in Computer Vision)

Ostalczyk, Piotr

World Scientific Publishing Co Pte Ltd（2016/01発売）

• 製本 Hardcover:ハードカバー版／ページ数 396 p.
• 言語 ENG
• 商品コード 9789814725668
• DDC分類 515.83

Full Description

The main subject of the monograph is the fractional calculus in the discrete version. The volume is divided into three main parts. Part one contains a theoretical introduction to the classical and fractional-order discrete calculus where the fundamental role is played by the backward difference and sum. In the second part, selected applications of the discrete fractional calculus in the discrete system control theory are presented. In the discrete system identification, analysis and synthesis, one can consider integer or fractional models based on the fractional-order difference equations. The third part of the book is devoted to digital image processing.

Contents

Discrete-Variable Real Functions; The n-th Order Backward Difference/Sum of the Discrete-Variable Function; Fractional-Order Backward Differ-Sum; The FOBD-S Graphical Interpretation; The FOBD/S Selected Properties; The FO Dynamic System Description; Linear FO System Analysis; The Linear FO Discrete-Time Fundamental Elements; FO Discrete-Time System Structures; Fractional Discrete-Time PID Controller; FOS Approximation Problems; Fractional Potential; FO Image Filtering and Edge Detection; Appendix A: Selected Linear Algebra Formulae and Discrete-Variable Special Functions;