An Intelligent Navigation Control Approach for Autonomous Unmanned Vehicles via Deep Learning-Enhanced Visual SLAM Framework
Lu Chen,
Yapeng Liu,
Panpan Dong
et al.
Abstract:For autonomous unmanned vehicles (AUVs), navigation control is an essential concern in academia. Conventionally, existing research works dealt with this issue by resorting to the "Simultaneous Localization and Mapping" (SLAM) technology. Although many SLAM-based approaches had been proposed in recent years, they could not mostly perceive semantic characteristics from dynamic visual scenarios. To deal with this challenge, this paper proposes a navigation control approach for AUVs via a deep learning-enhanced vi… Show more
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.