Publications

For the full publication list, please see my Google Scholar profile or the university repository.

Recent and Featured Papers

2025

Thumbnail for Redundant Observer-Based Tracking Control for Object Extraction Using a Cable Connected UAV

Redundant Observer-Based Tracking Control for Object Extraction Using a Cable Connected UAV

Benjamin J Marshall, Yunda Yan, James Knowles, Chenguang Yang, Cunjia Liu*

IEEE/ASME transactions on mechatronics. (2025)

DOI Video DOBC
Thumbnail for Proximal cooperative aerial manipulation with vertically stacked drones

Proximal cooperative aerial manipulation with vertically stacked drones

Huazi Cao, Jiahao Shen, Yin Zhang, Zheng Fu, Cunjia Liu, Sihao Sun, Shiyu Zhao

Nature. (2025)

DOI Video Aerial Manipulator

2024

Thumbnail for A Monte Carlo Tree Search Framework for Autonomous Source Term Estimation in Stone Soup

A Monte Carlo Tree Search Framework for Autonomous Source Term Estimation in Stone Soup

Timothy J. Glover, Rohit V. Nanavati, Matthew Coombes, Cunjia Liu, Wen-Hua Chen, Nicola Perree, Steven Hiscocks

2024 27th International Conference on Information Fusion (FUSION), pp. 1-8. (2024)

DOI Code StoneSoup STE
Thumbnail for Bayesian estimation and reconstruction of marine surface contaminant dispersion

Bayesian estimation and reconstruction of marine surface contaminant dispersion

Yang Liu, Christopher M Harvey, Frederick E Hamlyn, Cunjia Liu*

Science of the Total Environment, vol.907, pp. 167973. (2024)

DOI STE
Thumbnail for Distributed multi-robot source term estimation with coverage control and information theoretic based coordination

Distributed multi-robot source term estimation with coverage control and information theoretic based coordination

Rohit V. Nanavati, Matthew J. Coombes, Cunjia Liu*

Information Fusion, vol.111, pp. 102503. (2024)

DOI Video STE
Thumbnail for PointNetPGAP-SLC: A 3D LiDAR-based Place Recognition Approach with Segment-level Consistency Training for Mobile Robots in Horticulture

PointNetPGAP-SLC: A 3D LiDAR-based Place Recognition Approach with Segment-level Consistency Training for Mobile Robots in Horticulture

T Barros, L Garrote, P Conde, MJ Coombes, C Liu, C Premebida, UJ Nunes

IEEE Robotics and Automation Letters, vol.9, pp. 10471-10478. (2024)

DOI Code Agritech

2023

Thumbnail for Structurally aware 3D gas distribution mapping using belief propagation: a real-time algorithm for robotic deployment

Structurally aware 3D gas distribution mapping using belief propagation: a real-time algorithm for robotic deployment

Callum Rhodes, Cunjia Liu*, Wen-Hua Chen

IEEE Transactions on Automation Science and Engineering, vol.21, pp. 1623-1637. (2023)

Thumbnail for Generalized data-driven optimal path planning framework for uniform coverage missions using crop spraying UAVs

Generalized data-driven optimal path planning framework for uniform coverage missions using crop spraying UAVs

Rohit V Nanavati, Yanhua Meng, Matthew Coombes, Cunjia Liu

Precision Agriculture, vol.24, pp. 1497-1525. (2023)

DOI Agritech
Thumbnail for Surviving disturbances: A predictive control framework with guaranteed safety

Surviving disturbances: A predictive control framework with guaranteed safety

Yunda Yan, Xue-Fang Wang, Benjamin J. Marshall, Cunjia Liu, Jun Yang, Wen-Hua Chen

Automatica, vol.158, pp. 111238. (2023)

DOI Video DOBC MPC

2022

Thumbnail for Autonomous source term estimation in unknown environments: From a dual control concept to UAV deployment

Autonomous source term estimation in unknown environments: From a dual control concept to UAV deployment

Callum Rhodes, Cunjia Liu*, Wen-Hua Chen

IEEE Robotics and Automation Letters, vol.7, pp. 2274-2281. (2022)

DOI Video STE

2021

Thumbnail for Dual control for exploitation and exploration (DCEE) in autonomous search

Dual control for exploitation and exploration (DCEE) in autonomous search

Wen-Hua Chen, Callum Rhodes, Cunjia Liu

Automatica, vol.133, pp. 109851. (2021)

DOI STE

2020

Thumbnail for Optimal path following for small fixed-wing UAVs under wind disturbances

Optimal path following for small fixed-wing UAVs under wind disturbances

Jun Yang, Cunjia Liu*, Matthew Coombes, Yunda Yan, Wen-Hua Chen

IEEE Transactions on Control Systems Technology, vol.29, pp. 996-1008. (2020)

DOI Video DOBC MPC

2019

Thumbnail for Particle filtering with soft state constraints for target tracking

Particle filtering with soft state constraints for target tracking

Cunjia Liu*, Baibing Li, Wen-Hua Chen

IEEE Transactions on Aerospace and Electronic Systems, vol.55, pp. 3492-3504. (2019)

DOI Code Target tracking
Thumbnail for Unmanned aerial vehicle-based hazardous materials response: Information-theoretic hazardous source search and reconstruction

Unmanned aerial vehicle-based hazardous materials response: Information-theoretic hazardous source search and reconstruction

Michael Hutchinson, Cunjia Liu*, Paul Thomas, Wen-Hua Chen

IEEE Robotics & Automation Magazine, vol.27, pp. 108-119. (2019)

2018

Thumbnail for Information-based search for an atmospheric release using a mobile robot: Algorithm and experiments

Information-based search for an atmospheric release using a mobile robot: Algorithm and experiments

Michael Hutchinson, Cunjia Liu*, Wen-Hua Chen

IEEE Transactions on Control Systems Technology, vol.27, pp. 2388-2402. (2018)