Overview of multi-robot collaborative SLAM from the perspective of data fusion

W Chen, X Wang, S Gao, G Shang, C Zhou, Z Li, C Xu… - Machines, 2023 - mdpi.com
In the face of large-scale environmental mapping requirements, through the use of
lightweight and inexpensive robot groups to perceive the environment, the multi-robot …

Collaborative mobile robotics for semantic mapping: A survey

A Achour, H Al-Assaad, Y Dupuis, M El Zaher - Applied Sciences, 2022 - mdpi.com
Ensuring safety in human–robot collaboration is one of the main challenges in mobile
robotics today. Semantic maps are a potential solution because they provide semantic …

[PDF][PDF] 多机器人视觉同时定位与建图技术研究综述

阴贺生, 裴硕, 徐磊, 黄博 - 机械工程学报, 2022 - qikan.cmes.org
同时定位与建图(Simultaneous localization and mapping, SLAM) 技术是复杂, 动态且GPS
失效环境下多机器人系统(Multi-robot system, MRS) 协同工作的基础和关键技术 …

Dave aquatic virtual environment: Toward a general underwater robotics simulator

MM Zhang, WS Choi, J Herman, D Davis… - 2022 IEEE/OES …, 2022 - ieeexplore.ieee.org
We present DAVE Aquatic Virtual Environment (DAVE) 1, an open source simulation stack
for underwater robots, sensors, and environments. Conventional robotics simulators are not …

Hd-ccsom: Hierarchical and dense collaborative continuous semantic occupancy mapping through label diffusion

Y Deng, M Wang, Y Yang, Y Yue - 2022 IEEE/RSJ International …, 2022 - ieeexplore.ieee.org
The collaborative operation of multiple robots can make up for the shortcomings of a single
robot, such as limited field of perception or sensor failure. multirobots collaborative semantic …

New Technologies for Monitoring Coastal Ecosystem Dynamics

KC Cavanaugh, TW Bell, KE Aerni… - Annual Review of …, 2024 - annualreviews.org
In recent years, our view of coastal ecosystems has expanded and come into greater focus.
We are currently making more types of observations over larger areas and at higher …

A Guided Gaussian-Dirichlet Random Field for Scientist-in-the-Loop Inference in Underwater Robotics

CR Samuelson, JG Mangelson - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Visual topic modeling (VTM) provides key insight into data sets based on learned semantic
topic models. The Gaussian-Dirichlet Random Field (GDRF), a state-of-the-art VTM …

[PDF][PDF] Review of research on multi-robot visual simultaneous localization and mapping

阴贺生, 裴硕, 徐磊, 黄博 - Journal of Mechanical Engineering, 2022 - qikan.cmes.org
The simultaneous localization and mapping (SLAM) technology is the basis and key
technology for the collaborative work of multi-robot systems (MRS) in a complex, dynamic …

Spatiotemporal topic modeling reveals storm‐driven advection and stirring control plankton community variability in an open ocean eddy

JE San Soucie, Y Girdhar, L Johnson… - Journal of …, 2024 - Wiley Online Library
Phytoplankton communities in the open ocean are high‐dimensional, sparse, and
spatiotemporally heterogeneous. The advent of automated imaging systems has enabled …

Dynamic semantic occupancy mapping using 3D scene flow and closed-form Bayesian inference

A Unnikrishnan, J Wilson, L Gan, A Capodieci… - IEEE …, 2022 - ieeexplore.ieee.org
This paper reports on a dynamic semantic mapping framework that incorporates 3D scene
flow measurements into a closed-form Bayesian inference model. Existence of dynamic …