Target tracking method based on fusion of forward looking camera and millimeter wave radar
A millimeter-wave radar and target tracking technology, applied in the reflection/re-radiation of radio waves, radio wave measurement systems, utilization of re-radiation, etc., can solve the problems of traffic accidents, sensor tracking lost tracking, casualties and property, etc. Security, the effect of reducing the amount of calculation
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[0046] Examples:
[0047] The sensors mainly used in this example are front-view camera and millimeter-wave radar, which are respectively installed at the position of the vehicle windshield rearview mirror and the front air intake grille. A distributed fusion method is adopted to fuse the objects tracked by the two sensors separately. The key of the present invention is how to use a single sensor to track multiple targets, and how to fuse the tracking target of the camera and the tracking target of the radar.
[0048] The present invention provides a tracking method of joint probability data association based on space division. Kalman filter is used for state estimation to generate the local tracking track of a single sensor to the target, and then the Mahalanobis distance is calculated for the two local tracks. Fusion, such as figure 1 with figure 2 As shown, it specifically includes the following steps:
[0049] Step 1: Jointly calibrate the front-view camera at the rear-view ...
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