Development of Multi-Robot Collaborative System for Complex Equipment Safety Monitoring Tasks

This study develops a multi-robot system for factory environments, focusing on autonomous navigation, self-localization, and object manipulation. The approach integrates AMCL for localization, Dijkstra's algorithm for path planning, and YOLOv5 for object detection. Key objectives include achieving autonomous locomotion, object recognition, and manipulation, evaluated in the Gazebo simulation environment using ROS. The paper discusses locomotion mechanisms, manipulation techniques, collaborative behaviors, and empirical findings. This research enhances industrial collaborative robotics by improving efficiency and adaptability in complex scenarios, paving the way for future exploration.

Authors

Institutions

Publication Details

Published
2025-08-03
DOI
https://doi.org/10.1109/iciea65512.2025.11148742
Primary Topic
Robot Manipulation and Learning
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Development of Multi-Robot Collaborative System for Complex Equipment Safety Monitoring Tasks

Ming Xie, Junjie Gao, Lijun Jiang
Robot Manipulation and Learning
article

Development of Multi-Robot Collaborative System for Complex Equipment Safety Monitoring Tasks

Ming Xie, Junjie Gao, Lijun Jiang
article en

Abstract

This study develops a multi-robot system for factory environments, focusing on autonomous navigation, self-localization, and object manipulation. The approach integrates AMCL for localization, Dijkstra's algorithm for path planning, and YOLOv5 for object detection. Key objectives include achieving autonomous locomotion, object recognition, and manipulation, evaluated in the Gazebo simulation environment using ROS. The paper discusses locomotion mechanisms, manipulation techniques, collaborative behaviors, and empirical findings. This research enhances industrial collaborative robotics by improving efficiency and adaptability in complex scenarios, paving the way for future exploration.

Nanyang Technological University (SG), Republic Polytechnic (SG)
Openalex Percentile: Top 70%
Robot Manipulation and Learning
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.