ROS-lite2: Autonomous-driving Software Platform for Clustered Many-core Processor

In intelligent robotics, which spans from assistive devices to automation, the development of autonomous systems merges computational and physical capabilities, such as in autonomous wheelchairs. Many-core processor, essential for real-time operations, pose challenges to software adaptability. This paper introduces ROS-lite2, which is a software platform for autonomous vehicles, utilizing a ROS 2 framework based on many-core processor to boost flexibility and simplify deployment. Our method facilitates complex function integration and intuitive operation with less hardware knowledge. Experiments with an autonomous wheelchair demonstrate the platform’s effectiveness in improving autonomy and reducing development effort, advancing robotic assistance.

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Publication Details

Published
2024-10-14
DOI
https://doi.org/10.1109/iros58592.2024.10802569
Citations
4
Primary Topic
Distributed and Parallel Computing Systems
Type
article
Field-Weighted Citation Impact
1.40
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article

ROS-lite2: Autonomous-driving Software Platform for Clustered Many-core Processor

Takuya Azumi, Shuhei Tsunoda, Yuta Tajima
4 citations
Distributed and Parallel Computing Systems
1.40
article

ROS-lite2: Autonomous-driving Software Platform for Clustered Many-core Processor

Takuya Azumi, Shuhei Tsunoda, Yuta Tajima
article en
4 citations

Abstract

In intelligent robotics, which spans from assistive devices to automation, the development of autonomous systems merges computational and physical capabilities, such as in autonomous wheelchairs. Many-core processor, essential for real-time operations, pose challenges to software adaptability. This paper introduces ROS-lite2, which is a software platform for autonomous vehicles, utilizing a ROS 2 framework based on many-core processor to boost flexibility and simplify deployment. Our method facilitates complex function integration and intuitive operation with less hardware knowledge. Experiments with an autonomous wheelchair demonstrate the platform’s effectiveness in improving autonomy and reducing development effort, advancing robotic assistance.

Saitama University (JP)
Affordable and clean energy
Openalex Percentile: Top 16%
Distributed and Parallel Computing Systems
1.40
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ROS-lite2: Autonomous-driving Software Platform for Clustered Many-core Processor — Takuya Azumi, Shuhei Tsunoda, et al. · (2024) | TGRS Research Map | TGRS