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Mobility, power, and price points often dictate that robots do not have sufficient computing power on board to run contemporary robot algorithms at desired rates. Cloud computing providers such as AWS, GCP, and Azure offer immense computing…

Deploying heterogeneous multi-agent robot fleets for collaborative perception requires robust data exchange and scalable software architectures. However, standard ROS 2 implementations often suffer from network saturation, namespace…

机器人学 · 计算机科学 2026-05-25 Constantin Blessing , Elias Geiger , Jakob Häringer , Dennis Grewe , Markus Enzweiler

Quest2ROS2 is an open-source ROS2 framework for bi-manual teleoperation designed to scale robot data collection. Extending Quest2ROS, it overcomes workspace limitations via relative motion-based control, calculating robot movement from VR…

机器人学 · 计算机科学 2026-01-27 Jialong Li , Zhenguo Wang , Tianci Wang , Maj Stenmark , Volker Krueger

The field of autonomous vehicle research is advancing rapidly, necessitating platforms that meet real-time performance, safety, and security requirements for practical deployment. AUTOSAR Adaptive Platform (AUTOSAR AP) is widely adopted in…

机器人学 · 计算机科学 2025-11-25 Ryudai Iwakami , Bo Peng , Hiroyuki Hanyu , Tasuku Ishigooka , Takuya Azumi

Modern manufacturing under High-Mix-Low-Volume requirements increasingly relies on flexible and adaptive matrix production systems, which depend on interconnected heterogeneous devices and rapid task reconfiguration. To address these needs,…

机器人学 · 计算机科学 2026-03-26 Jiangtao Shuai , Marvin Carl May , Sonja Schimmler , Manfred Hauswirth

Controlling and monitoring complex autonomous and semi autonomous robotic systems is a challenging task. The Robot Operating System (ROS) was developed to act as a robotic middleware system running on Ubuntu Linux which allows, amongst…

机器人学 · 计算机科学 2020-11-06 Nils Rottmann , Nico Studt , Floris Ernst , Elmar Rueckert

The next chapter of the robotics revolution is well underway with the deployment of robots for a broad range of commercial use-cases. Even in a myriad of applications and environments, there exists a common vocabulary of components that…

机器人学 · 计算机科学 2022-11-16 Steve Macenski , Tully Foote , Brian Gerkey , Chris Lalancette , William Woodall

In recent years, robots are required to be autonomous and their robotic software are sophisticated. Robots have a problem of insufficient performance, since it cannot equip with a high-performance microprocessor due to battery-power…

硬件体系结构 · 计算机科学 2015-08-31 Kazushi Yamashina , Takeshi Ohkawa , Kanemitsu Ootsu , Takashi Yokota

Integrating real-time, complex social signal processing into robotic systems -- especially in real-world, multi-party interaction situations -- is a challenge faced by many in the Human-Robot Interaction (HRI) community. The difficulty is…

机器人学 · 计算机科学 2020-12-29 Youssef Mohamed , Séverin Lemaignan

The rise of intelligent autonomous systems, especially in robotics and autonomous agents, has created a critical need for robust communication middleware that can ensure real-time processing of extensive sensor data. Current robotics…

机器人学 · 计算机科学 2024-12-03 Jacky Kwok , Shulu Li , Marten Lohstroh , Edward A. Lee

As many robot automation applications increasingly rely on multi-core processing or deep-learning models, cloud computing is becoming an attractive and economically viable resource for systems that do not contain high computing power…

We present ROSfs, a novel user-level file system for the Robot Operating System (ROS). ROSfs interprets a robot file as a group of sub-files, with each having a distinct label. ROSfs applies a time index structure to enhance the flexible…

机器人学 · 计算机科学 2024-06-18 Zijun Xu , Xuanjun Wen , Yanjie Song , Shu Yin

Distributed robotic systems rely heavily on the publish-subscribe communication paradigm and middleware frameworks that support it, such as the Robot Operating System (ROS), to efficiently implement modular computation graphs. The ROS 2…

机器人学 · 计算机科学 2023-01-24 Christophe Bédard , Pierre-Yves Lajoie , Giovanni Beltrame , Michel Dagenais

The Robot Operating System (ROS) streamlines human processes, increasing the efficiency of various production tasks. However, the security of data transfer operations in ROS is still in its immaturity. Securing data exchange between several…

机器人学 · 计算机科学 2022-11-18 Shenhui Zhang , Wenkai Li , Xiaoqi Li , Boyi Liu

The Robot Operating System (ROS) provides a software framework, and ecosystem of knowledge and community supplied resources to rapidly develop and prototype intelligent robotics applications. By standardizing communication, configuration…

机器人学 · 计算机科学 2024-09-04 Arne Wendt , Thorsten Schüppstuhl

We present a framework for intuitive robot programming by non-experts, leveraging natural language prompts and contextual information from the Robot Operating System (ROS). Our system integrates large language models (LLMs), enabling…

The Robot Operating System (ROS) has significantly gained popularity among robotic engineers and researchers over the past five years, primarily due to its powerful infrastructure for node communication, which enables developers to build…

The Robot Operating System 2 (ROS 2) is rapidly impacting the intelligent machines sector -- on space missions, large agriculture equipment, multi-robot fleets, and more. Its success derives from its focused design and improved capabilities…

机器人学 · 计算机科学 2023-08-02 Steve Macenski , Tom Moore , David Lu , Alexey Merzlyakov , Michael Ferguson

The need for autonomous robot systems in both the service and the industrial domain is larger than ever. In the latter, the transition to small batches or even "batch size 1" in production created a need for robot control system…

机器人学 · 计算机科学 2023-06-30 Matthias Mayr , Francesco Rovida , Volker Krueger

Autonomous navigation systems based on computer vision sensors often require sophisticated robotics platforms which are very expensive. This poses a barrier for the implementation and testing of complex localization, mapping, and navigation…

机器人学 · 计算机科学 2022-03-22 Shalutha Rajapakshe , Ramith Hettiarachchi