Research on moving object tracking based on Markov model
- https://doi.org/10.2991/itoec-15.2015.32How to use a DOI?
- The tracking of the trajectory of the target;Hidden Markov;Vitby decoding
The existing localization algorithms just only shows the static location features of the target, it can not be better to track to get the trajectory of the operation behavior in the mobile condition. This paper designs a trajectory target tracking algorithm based on Hidden Markov model. Firstly, based on the location information of the coverage area of the cell(including roads and subsection, the base station location) movement speed of the target, to construct the topology of actual highway for the restore problems of behavior trajectory, and calculate the transfer matrix between each section of highway; then, established a hidden Markov model; then, based on the Vitby decoding algorithm to take the most optimal solution of the probability of the best path and the best condition, to achieve the tracking of target , and then recover the target trajectory. The simulation results show that, the algorithm can accurately obtain motion track of the target in the resolution ratio of station cell.
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Canrong Yao AU - Shaotao Liu PY - 2015/03 DA - 2015/03 TI - Research on moving object tracking based on Markov model BT - Proceedings of the 2015 Information Technology and Mechatronics Engineering Conference PB - Atlantis Press SP - 149 EP - 152 SN - 2352-538X UR - https://doi.org/10.2991/itoec-15.2015.32 DO - https://doi.org/10.2991/itoec-15.2015.32 ID - Yao2015/03 ER -