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【MATLAB書籍184】《用MATLAB進(jìn)行多傳感器數(shù)據(jù)融合》(英文版)【已搜無重復(fù)】
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【MATLAB書籍184】《Multi-Sensor Data Fusion with MATLAB》(英文版)【已搜索,無重復(fù)】 作者:Jitendra R. Raol (Author) 出版時間:2010年 頁碼:570 頁 語言:英文 文件格式:PDF 書籍簡介: Using MATLAB examples wherever possible, Multi-Sensor Data Fusion with MATLAB explores the three levels of multi-sensor data fusion (MSDF): kinematic-level fusion, including the theory of DF; fuzzy logic and decision fusion; and pixel- and feature-level image fusion. The authors elucidate DF strategies, algorithms, and performance evaluation mainly for aerospace applications, although the methods can also be applied to systems in other areas, such as biomedicine, military defense, and environmental engineering. After presenting several useful strategies and algorithms for DF and tracking performance, the book evaluates DF algorithms, software, and systems. It next covers fuzzy logic, fuzzy sets and their properties, fuzzy logic operators, fuzzy propositions/rule-based systems, an inference engine, and defuzzification methods. It develops a new MATLAB graphical user interface for evaluating fuzzy implication functions, before using fuzzy logic to estimate the unknown states of a dynamic system by processing sensor data. The book then employs principal component analysis, spatial frequency, and wavelet-based image fusion algorithms for the fusion of image data from sensors. It also presents procedures for combing tracks obtained from imaging sensor and ground-based radar. The final chapters discuss how DF is applied to mobile intelligent autonomous systems and intelligent monitoring systems. Fusing sensors’ data can lead to numerous benefits in a system’s performance. Through real-world examples and the evaluation of algorithmic results, this detailed book provides an understanding of MSDF concepts and methods from a practical point of view. Select MATLAB programs are available for download on www.crcpress.com . 書籍封面: . 。 |
書籍下載網(wǎng)站 | 專業(yè)書籍(外文版)WM | 軟件學(xué)習(xí)書籍WM | Matlab書籍 |
模擬計算 | matlab編程繪圖 | 李的收藏 | 自己的收藏 |
文檔 | 數(shù)值模擬與仿真 | 西門等人 | 雜七雜八多學(xué)點 |


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