4 citations · 9 across the 7 of their papers we have counts for
7 papers
A Control Barrier Function Composition Approach for Multi-Agent Systems in Marine Applications
Yujia Yang, Chris Manzie, Ye Pu
The agents within a multi-agent system (MAS) operating in marine environments often need to utilize task payloads and avoid collisions in coordination, necessitating adherence to a…
Sub-Optimal Moving Horizon Estimation in Feedback Control of Linear Constrained Systems
Yujia Yang, Chris Manzie, Ye Pu
Moving horizon estimation (MHE) offers benefits relative to other estimation approaches by its ability to explicitly handle constraints, but suffers increased computation cost. To…
Real-Time Distributed Model Predictive Control with Limited Communication Data Rates
Yujia Yang, Ye Wang, Chris Manzie +1
The application of distributed model predictive controllers (DMPC) for multi-agent systems (MASs) necessitates communication between agents, yet the consequence of communication da…
Data-driven Predictive Tracking Control based on Koopman Operators
Ye Wang, Yujia Yang, Ye Pu +1
Constraint handling during tracking operations is at the core of many real-world control implementations and is well understood when dynamic models of the underlying system exist,…
Safety-guaranteed trajectory planning and control based on GP estimation for unmanned surface vessels
Shuhao Zhang, Yujia Yang, Seth Siriya +1
We propose a safety-guaranteed planning and control framework for unmanned surface vessels (USVs), using Gaussian processes (GPs) to learn uncertainties. The uncertainties encounte…
Trajectory planning for multiple autonomous underwater vehicles with safety guarantees
Shuhao Zhang, Yujia Yang, Seth Siriya +1
This paper addresses the trajectory planning for multiple autonomous underwater vehicles (AUVs) in strong waves that can disturb the AUVs' trajectory tracking ability and cause obs…
Real-time Distributed MPC for Multiple Underwater Vehicles with Limited Communication Data-rates
Yujia Yang, Ye Wang, Chris Manzie +1
Controlling a fleet of autonomous underwater vehicles can be challenging due to low bandwidth communication between agents. This paper proposes to address this challenge by optimiz…