执行人
计算机科学
试验台
节点(物理)
标杆管理
分布式计算
作文(语言)
机器人学
机器人
人工智能
计算机网络
工程类
语言学
哲学
结构工程
营销
政治学
法学
业务
作者
Steve Macenski,Alberto Soragna,Michael Carroll,Zhenpeng Ge
出处
期刊:IEEE robotics and automation letters
日期:2023-05-24
卷期号:8 (7): 3996-4003
被引量:14
标识
DOI:10.1109/lra.2023.3279614
摘要
The Robot Operating System 2 (ROS 2) is the second generation of ROS representing a step forward in the robotic framework. Several new types of nodes and executor models are integral to control where, how, and when information is processed in the computational graph. This letter explores and benchmarks one of these new node types - the Component node - which allows nodes to be composed manually or dynamically into processes while retaining separation of concerns in a codebase for distributed development. Composition is shown to achieve a high degree of performance optimization, particularly valuable for resource-constrained systems and sensor processing pipelines, enabling distributed tasks that would not be otherwise possible in ROS 2. In this work, we briefly introduce the significance and design of node composition, then our contribution of benchmarking is provided to analyze its impact on robotic systems. Its compelling influence on performance is shown through several experiments on the latest Long Term Support (LTS) ROS 2 distribution, Humble Hawksbill.
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