J
Jian Zhou
Researcher at University of Electronic Science and Technology of China
Publications - 4
Citations - 16
Jian Zhou is an academic researcher from University of Electronic Science and Technology of China. The author has contributed to research in topics: Particle filter & Auxiliary particle filter. The author has an hindex of 2, co-authored 3 publications receiving 14 citations.
Papers
More filters
Journal ArticleDOI
Particle Filter Track-Before-Detect Implementation on GPU
TL;DR: Effective implementation of the PF-based track-before-detect based on the particle filter algorithm on the graphics processing units (GPU) can be reduced by recasting the particles propagation process and weights calculating process on the parallel structure of GPU.
Journal ArticleDOI
A sigma point‐based resampling algorithm in particle filter
TL;DR: The algorithm introduces sigma points into the generic resampling procedure to enrich the representation of the posterior distribution and has shown an improved estimation performance and reduced computational complexity in the simulation of two different nonlinear systems.
Proceedings ArticleDOI
Improved Particle Implementation of the Probability Hypothesis Density Filter in Resampling
TL;DR: A novel particle-PHD filter algorithm is proposed to deal with the multi-target tracking that takes into account the most recent measurements by the unscented Kalman filter not in the step of proposal distribution generation as usual, but in resampling step, to enhance the efficiency of the particle sampling.