Enhancement for robustness of Koopman operator-based data-driven mobile robotic systems

L Shi, K Karydis - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Koopman operator theory has served as the basis to extract dynamics for nonlinear system
modeling and control across settings, including non-holonomic mobile robot control. There …

Navigating underactuated agents by hitchhiking forecast flows

M Wiggert, M Doshi, PFJ Lermusiaux… - 2022 IEEE 61st …, 2022 - ieeexplore.ieee.org
In dynamic flow fields such as winds and ocean currents an agent can navigate by going
with the flow, only using minimal propulsion to nudge itself into beneficial flows. This …

Stochastic path planning for autonomous underwater gliders with safety constraints

C Yoo, S Anstee, R Fitch - 2019 IEEE/RSJ International …, 2019 - ieeexplore.ieee.org
Autonomous underwater gliders frequently execute extensive missions with high levels of
uncertainty due to limitations of sensing, control and oceanic forecasting. Glider path …

Understanding Human Dynamic Sampling Objectives to Enable Robot-assisted Scientific Decision Making

S Liu, CG Wilson, B Krishnamachari… - ACM Transactions on …, 2024 - dl.acm.org
Truly collaborative scientific field data collection between human scientists and autonomous
robot systems requires a shared understanding of the search objectives and tradeoffs faced …

Boundary-aware value function generation for safe stochastic motion planning

J Xu, K Yin, JM Gregory, K Hauser… - … International Journal of …, 2024 - journals.sagepub.com
Navigation safety is critical for many autonomous systems such as self-driving vehicles in an
urban environment. It requires an explicit consideration of boundary constraints that …

Flow-based control of marine robots in gyre-like environments

G Knizhnik, P Li, X Yu, MA Hsieh - … International Conference on …, 2022 - ieeexplore.ieee.org
We present a flow-based control strategy that enables resource-constrained marine robots
to patrol gyre-like flow environments on an orbital trajectory with a periodicity in a given …

A predictive guidance obstacle avoidance algorithm for AUV in unknown environments

J Li, J Zhang, H Zhang, Z Yan - Sensors, 2019 - mdpi.com
A predictive guidance obstacle avoidance algorithm (PGOA) in unknown environments is
proposed for autonomous underwater vehicle (AUV) that must adapt to multiple complex …

Dynamic stochastic modeling for adaptive sampling of environmental variables using an AUV

GE Berget, J Eidsvik, MO Alver, TA Johansen - Autonomous Robots, 2023 - Springer
Discharge of mine tailings significantly impacts the ecological status of the sea. Methods to
efficiently monitor the extent of dispersion is essential to protect sensitive areas. By …

Flow-Based Rendezvous and Docking for Marine Modular Robots in Gyre-Like Environments

G Knizhnik, P Li, M Yim… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Modular self-assembling systems typically assume that modules are present to assemble.
But in sparsely observed ocean environments modules of an aquatic modular robotic system …

Path planning in uncertain flow fields using ensemble method

T Wang, OP Le Maître, I Hoteit, OM Knio - Ocean Dynamics, 2016 - Springer
An ensemble-based approach is developed to conduct optimal path planning in unsteady
ocean currents under uncertainty. We focus our attention on two-dimensional steady and …