Engineering & Transportation | Engineering

Introduction to Random Signals and Applied Kalman Filtering with Matlab Exercises

by Robert Grover Brown

2020-04-18 22:47:14

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Advances in computers and personal navigation systems have greatly expanded the applications of Kalman filters. A Kalman filter uses information about noise and system dynamics to reduce uncertainty from noisy measurements. Common applications of Kal... Read more

Advances in computers and personal navigation systems have greatly expanded the applications of Kalman filters. A Kalman filter uses information about noise and system dynamics to reduce uncertainty from noisy measurements. Common applications of Kalman filters include such fast-growing fields as autopilot systems, battery state of charge (SoC) estimation, brain-computer interface, dynamic positioning, inertial guidance systems, radar tracking, and satellite navigation systems.

Brown and Hwang''s bestselling textbook introduces the theory and applications of Kalman filters for senior undergraduates and graduate students. This revision updates both the research advances in variations on the Kalman filter algorithm and adds a wide range of new application examples. The book emphasizes the application of computational software tools such as MATLAB. The companion website includes M-files to assist students in applying MATLAB to solving end-of-chapter homework problems.

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Book Details

File size7.26x10.00x0.50inche
Print pages383
PublisherJohn Wiley & Sons
Publication date April 13, 2012
Languageeng
ISBN9781118213520
autor-image
Robert Grover Brown
Author
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