So a new multitarget tracking algorithm is proposed, which combines the particle filter and the Gibbssampler, and can track maneuvering multitarget in cluttered environment very.
The models were estimated via Gibbssampler with data augmentation by a mixture of standard exponential distribution and standard normal distribution to represent the asymmetric Laplace distribution.