Nonlinear Filtering: Concepts and Engineering Applications
暫譯: 非線性濾波:概念與工程應用
Jitendra R. Raol, Girija Gopalratnam, Bhekisipho Twala
- 出版商: CRC
- 出版日期: 2017-06-08
- 售價: $7,450
- 貴賓價: 9.5 折 $7,078
- 語言: 英文
- 頁數: 584
- 裝訂: Hardcover
- ISBN: 1498745172
- ISBN-13: 9781498745178
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商品描述
Nonlinear Filtering covers linear and nonlinear filtering in a comprehensive manner, with appropriate theoretic and practical development. Aspects of modeling, estimation, recursive filtering, linear filtering, and nonlinear filtering are presented with appropriate and sufficient mathematics. A modeling-control-system approach is used when applicable, and detailed practical applications are presented to elucidate the analysis and filtering concepts. MATLAB routines are included, and examples from a wide range of engineering applications - including aerospace, automated manufacturing, robotics, and advanced control systems - are referenced throughout the text.
商品描述(中文翻譯)
《非線性濾波》全面涵蓋了線性和非線性濾波,並適當地發展理論和實踐。書中介紹了建模、估計、遞迴濾波、線性濾波和非線性濾波的各個方面,並提供了足夠的數學基礎。在適用的情況下,採用建模控制系統的方法,並提供詳細的實際應用,以闡明分析和濾波概念。書中包含 MATLAB 程式碼,並引用了來自廣泛工程應用的範例,包括航空航天、自動化製造、機器人技術和先進控制系統。