Multi-Sensor Data Fusion with MATLAB®

Using MATLAB® examples wherever possible, this detailed book explores the three levels of 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. The book uses the Kalman filter, fuzzy logic, Bayesian networks, clustering, and more to address tracking and other problems. Select MATLAB programs are available online.

Jitendra R. Raol is Professor Emeritus at M S Ramaiah Institute of Technology (MSRIT) in Bangalore, India.

Theory of Data Fusion and Kinematic-Level Fusion. Fuzzy Logic and Decision Fusion. Pixel and Feature-Level Image Fusion. A Brief on Data Fusion in Other Systems. Appendix. Index.