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Distributed Intelligent Assistance Robotic System with Sensor Networks Based on Robot Technology Middleware

机译:基于机器人技术中间件的传感器网络分布式智能辅助机器人系统。

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This paper proposes a distributed intelligent assistant robotic system in order to improve the quality of the elderly people’s life in the population aging society. The system is composed of embedded distributed sensor networks and multirobot intelligent platform. In the proposed system, we use SP2ATM (simultaneous path planning and topological mapping) with RBPF (Rao-Blackwellized particle filter) for path planning and localization of mobile robots. In order to perform service tasks, an accurate and reliable 3D environment map is reconstructed by using an effective 3D reconstruction technique from multiview stereo. Besides, the system provides user human tracking services based on multifeature mean shift under the double-layer locating mechanism. To improve the feasibility and reliability of the system, this proposed system is developed based on distributed control technology RTM (robot technology middleware). This paper presents the architecture of the proposed system and the experimental results verify effectiveness of the approaches.
机译:本文提出了一种分布式智能助手机器人系统,以提高人口老龄化社会中老年人的生活质量。该系统由嵌入式分布式传感器网络和多机器人智能平台组成。在提出的系统中,我们将SP2ATM(同时路径规划和拓扑映射)与RBPF(Rao-Blackwellized粒子过滤器)一起用于移动机器人的路径规划和定位。为了执行服务任务,通过使用有效的3D重建技术从多视图立体声中重建了准确可靠的3D环境图。此外,该系统在双层定位机制下,基于多特征均值漂移为用户提供人为跟踪服务。为了提高系统的可行性和可靠性,该建议系统是基于分布式控制技术RTM(机器人技术中间件)开发的。本文介绍了所提出系统的体系结构,实验结果验证了该方法的有效性。

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