9 citations · 20 across the 16 of their papers we have counts for
8 papers · 1 filter
A Generalized Voronoi Graph based Coverage Control Approach for Non-Convex Environment
Zuyi Guo, Ronghao Zheng, Meiqin Liu +1
To address the challenge of efficient coverage by multi-robot systems in non-convex regions with multiple obstacles, this paper proposes a coverage control method based on the Gene…
Balanced Collaborative Exploration via Distributed Topological Graph Voronoi Partition
Tianyi Ding, Ronghao Zheng, Senlin Zhang +1
This work addresses the collaborative multi-robot autonomous online exploration problem, particularly focusing on distributed exploration planning for dynamically balanced explorat…
Five-Tiered Route Planner for Multi-AUV Accessing Fixed Nodes in Uncertain Ocean Environments
Jiaxin Zhang, Meiqin Liu, Senlin Zhang +2
This article introduces a five-tiered route planner for accessing multiple nodes with multiple autonomous underwater vehicles (AUVs) that enables efficient task completion in stoch…
CARE: Confidence-rich Autonomous Robot Exploration using Bayesian Kernel Inference and Optimization
Yang Xu, Ronghao Zheng, Senlin Zhang +2
In this paper, we consider improving the efficiency of information-based autonomous robot exploration in unknown and complex environments. We first utilize Gaussian process (GP) re…
Resource-Efficient Cooperative Online Scalar Field Mapping via Distributed Sparse Gaussian Process Regression
Tianyi Ding, Ronghao Zheng, Senlin Zhang +1
Cooperative online scalar field mapping is an important task for multi-robot systems. Gaussian process regression is widely used to construct a map that represents spatial informat…
Bayesian Generalized Kernel Inference for Exploration of Autonomous Robots
Yang Xu, Ronghao Zheng, Senlin Zhang +1
This paper concerns realizing highly efficient information-theoretic robot exploration with desired performance in complex scenes. We build a continuous lightweight inference model…