Digital Signal and Image Processing using MATLAB, Volume 3: Advances and Applications, The Stochastic Case, 2/e (Hardcover)

Volume 3 of the second edition of the fully revised and updated Digital Signal and Image Processing using MATLAB®, after first two volumes on the “Fundamentals” and “Advances and Applications: The Deterministic Case”, focuses on the stochastic case. It will be of particular benefit to readers who already possess a good knowledge of MATLAB®, a command of the fundamental elements of digital signal processing and who are familiar with both the fundamentals of continuous-spectrum spectral analysis and who have a certain mathematical knowledge concerning Hilbert spaces.

This volume is focused on applications, but it also provides a good presentation of the principles. A number of elements closer in nature to statistics than to signal processing itself are widely discussed. This choice comes from a current tendency of signal processing to use techniques from this field.

More than 200 programs and functions are provided in the MATLAB® language, with useful comments and guidance, to enable numerical experiments to be carried out, thus allowing readers to develop a deeper understanding of both the theoretical and practical aspects of this subject.

第二版修訂和更新的《使用MATLAB®進行數位信號和影像處理》第三卷，經過前兩卷的「基礎」和「進展與應用：確定性案例」後，專注於隨機案例。對於已經具備良好MATLAB®知識、掌握數位信號處理基本要素、熟悉連續頻譜分析基礎並具備某種數學知識的讀者將特別有益。

本卷專注於應用，但也提供了良好的原理介紹。許多與統計學相關的元素被廣泛討論，這是信號處理目前趨向於使用該領域技術的一種選擇。

書中提供了200多個MATLAB®語言的程式和函數，附有有用的註解和指導，以進行數值實驗，讓讀者能夠深入了解該主題的理論和實踐方面。