Robustness to uncertain source numbers and data association is a key challenge for acoustic simultaneous localization and mapping (ASLAM). To address this problem, a novel acoustic probability ...

We apply the probability hypothesis density (PHD) filter to track a random number of pedestrians in image sequences. The PHD filter is implemented using particle filter. How to design importance ...