1 citations · 1 across the 3 of their papers we have counts for
4 papers
Mobile Multi-Robot Navigation under Runtime Uncertainty via Koopman Operator Learning and Nonlinear Model Predictive Control
Xiaobin Zhang, Konstantinos Karydis
In this work, we developed a nonlinear model predictive control (NMPC) framework that employs learned dynamics via the Koopman Operator theory for mobile multi-robot navigation. We…
An Annotation-to-Detection Framework for Autonomous and Robust Vine Trunk Localization in the Field by Mobile Agricultural Robots
Dimitrios Chatziparaschis, Elia Scudiero, Brent Sams +1
The dynamic and heterogeneous nature of agricultural fields presents significant challenges for object detection and localization, particularly for autonomous mobile robots that ar…
A Koopman Operator-based NMPC Framework for Mobile Robot Navigation under Uncertainty
Xiaobin Zhang, Mohamed Karim Bouafoura, Lu Shi +1
Mobile robot navigation can be challenged by system uncertainty. For example, ground friction may vary abruptly causing slipping, and noisy sensor data can lead to inaccurate feedb…
OpenRoACH: A Durable Open-Source Hexapedal Platform with Onboard Robot Operating System (ROS)
Liyu Wang, Yuxiang Yang, Gustavo Correa +2
OpenRoACH is a 15-cm 200-gram self-contained hexapedal robot with an onboard single-board computer. To our knowledge, it is the smallest legged robot with the capability of running…