24小时热门版块排行榜

返回列表

【奖励】本帖被评价97次，作者wenke1526增加金币 76.6 个

当前只显示满足指定条件的回帖，点击这里查看本话题的所有回帖

wenke1526

荣誉版主 (著名写手)

应助: 9 (幼儿园)
贵宾: 0.317
金币: 12573.4
帖子: 1344
在线: 1132.1小时
虫号: 448379

[资源] 《Multi-Sensor Data Fusion with MATLAB》2011

Multi-Sensor Data Fusion with MATLAB
By Jitendra R. Raol

•Publisher: CRC Press
•Number Of Pages: 568
•Publication Date: 2009-12-16
•ISBN-10 / ASIN: 1439800030
•ISBN-13 / EAN: 9781439800034

Product Description:

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.

[ 来自科研家族小木虫青春动力 ][ Last edited by wenke1526 on 2011-12-19 at 14:36 ]

回复此楼

» 本帖附件资源列表

欢迎监督和反馈：小木虫仅提供交流平台，不对该内容负责。
本内容由用户自主发布，如果其内容涉及到知识产权问题，其责任在于用户本人，如对版权有异议，请联系邮箱：xiaomuchong@tal.com
附件 1 : ebooksclub.org__Multi_Sensor_Data_Fusion_with_MATLAB.pdf

2011-12-19 14:36:07, 8.4 M