Long short-term memory-based deep recurrent neural networks for target tracking

Gao, Chang; Yan, Junkun; Zhou, Shenghua; Varshney, Pramod K.; Liu, Hongwei

doi:10.1016/j.ins.2019.06.039

Long short-term memory-based deep recurrent neural networks for target tracking

Target tracking is a difficult estimation problem due to target motion uncertainty and measurement origin uncertainty. In this paper, we consider the target tracking problem in the presence of only target motion uncertainty. The traditional approaches to address this uncertainty, such as multiple…