The subject of this paper is to study the algorithms fusing the asynchronous data from heterogeneous sensors for target tracking. Consider a 3D microwave radar and a 2D passive sensor colocated on same plate. The EKF is used for the tracking filtering. Both the fusion approach and the sequential approach are studied. Computer simulations show their effectiveness.
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