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Extended Kalman Filter Tracking Object in 3-D 1.0

  Date Added: July 03, 2013  |  Visits: 168

Extended Kalman Filter Tracking Object in 3-D

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Using Kalman filter to track object in 3D. Comparing Extended Kalman filter to its linear version. Assume that we want to track an object moving in 3-D space with constant velocity. Our instruments observe bearing, range and high(cylindrical coordinates). However, of an interest are rectangular coordinates. Since transformation is non-linear this requires use of extended Kalman filter.Because transformation is non-linear between X,Y and Range,Bearing and linear between Z and high(Z is height), this problems serves as a good comparason of how well extended Kalman filter can perform. By comparing its linear estimation error in Z to non-linear estimations in X and Y, we can judge how non-familiarities effect estimation.

Requirements: No special requirements
Platforms: Matlab
Keyword: Extended Height Highz Nonlinear Rangebearing Requires Transformation
Users rating: 0/10

License: Shareware Size: 10 KB
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