In target tracking and sensor fusion, is it possible to keep state vector in cartesian coordinates while keeping measurements in spherical coordinates?
4 次查看(过去 30 天)
显示 更早的评论
I want to track a target which is onserved by a radar that gives measurement in spherical coordinates(range, azimuth and elevation). However, i want to keep, predict and correct states in cartesian coordinates. For example, is that possible create a H matrix which is multiplied state in cartesian coordinate and give measurement prediction according to that while using extended kalman filter? If it is possible, can I find an example related to this issue in sensor fusion and tracking toolbox? Thanks in advance.
0 个评论
回答(1 个)
Elad Kivelevitch
2022-3-17
Yes, it is possible.
Based on your previous question, I am assuming you're using one of the available trackers (e.g., trackerGNN) with a FilterInitializationFcn that returns a trackingEKF object, e.g., initcvekf.
To use the tracker, you must format your radar detections into an objectDetection format. Use this example (especially, the third section) to see how to define detections in a spherical frame.
Our built-in models, for example the constant velocity model, all support measurements in spherical coordinates and state definition in rectangular frame, which is exactly what you're looking for.
1 个评论
Aatif Sulaimani
2023-7-5
Hi Elad,
I am also trying to do the same but I do not want to use the conversion through objectDetection. I want to convert measurement using measurement function in trackingEKF object. Is it possible? Is there any reference on how I can implement it?
Thank you!
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Tracking and Sensor Fusion 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!