activity
20202023
most citedTransporting Robotic Swarms via Mean-Field Feedback Control

42 citations · 75 across the 7 of their papers we have counts for

collaborators

7 papers

cs.RO2023

Full State Estimation of Continuum Robots from Tip Velocities: A Cosserat-Theoretic Boundary Observer

Tongjia Zheng, Qing Han, Hai Lin

State estimation of robotic systems is essential to implementing feedback controllers, which usually provide better robustness to modeling uncertainties than open-loop controllers.…

cs.RO2022

Task Space Tracking of Soft Manipulators: Inner-Outer Loop Control Based on Cosserat-Rod Models

Tongjia Zheng, Qing Han, Hai Lin

Soft robots are robotic systems made of deformable materials and exhibit unique flexibility that can be exploited for complex environments and tasks. However, their control problem…

eess.SY2021

Backstepping Mean-Field Density Control for Large-Scale Heterogeneous Nonlinear Stochastic Systems

Tongjia Zheng, Qing Han, Hai Lin

This work studies the problem of controlling the mean-field density of large-scale stochastic systems, which has applications in various fields such as swarm robotics. Recently, th…

eess.SY2021★ 15 cited

Distributed Mean-Field Density Estimation for Large-Scale Systems

Tongjia Zheng, Qing Han, Hai Lin

This work studies how to estimate the mean-field density of large-scale systems in a distributed manner. Such problems are motivated by the recent swarm control technique that uses…

eess.SY2021

Feedback Interconnected Mean-Field Density Estimation and Control

Tongjia Zheng, Qing Han, Hai Lin

Swarm robotic systems have foreseeable applications in the near future. Recently, there has been an increasing amount of literature that employs mean-field partial differential equ…

eess.SY2020★ 18 cited

PDE-based Dynamic Density Estimation for Large-scale Agent Systems

Tongjia Zheng, Qing Han, Hai Lin

Large-scale agent systems have foreseeable applications in the near future. Estimating their macroscopic density is critical for many density-based optimization and control tasks,…