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Autonomous Navigation of Mobile Robot Using Modular Architecture for Unstructured Environment

机译:非结构化环境下基于模块化架构的移动机器人自主导航

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摘要

This article proposes a solution for autonomous navigation of mobile robot based on distributed control architecture. In this architecture, each stage of the algorithm is divided into separate software modules capable of interfacing to each other to obtain an effective global solution. The work starts with selection of suitable sensors depending on their requirement for the purpose and for the present work a stereo vision module and a laser range finder are used. These sensors are integrated with the robot controller via Ethernet/USB and the sensory feedbacks are used to control and navigate the robot. Using the architecture, an algorithm has been developed and implemented to intelligently avoid dynamic obstacles and optimally re-planning the path to reach the target location. The algorithm has been successfully tested with a Summit_XL mobile robot. The thesis describing the present research work is divided into eight chapters. The subject of the topic its contextual relevance and the related matters including the objectives of the work are presented in Chapter 1. The reviews on several diverse streams of literature on different issues of the topic such as autonomous navigation using various combinations of sensors networks, SLAM, obstacle detection and avoidance etc. are presented in Chapter 2. In Chapter 3, selected methodologies are explained. Chapter 4 presents the detail description of the sensors, automobile platform and software tools used to implement the developed methodology. In Chapter 5, detail view of the experimental setup is provided. Procedures and parametric evaluations are given in chapter 6. Successful indoor tests results are described in chapter 7. Finally, Chapter 8 presents the conclusion and future scope of the research work.
机译:本文提出了一种基于分布式控制架构的移动机器人自主导航解决方案。在这种体系结构中,算法的每个阶段都被划分为能够相互接口以获得有效的全局解决方案的单独软件模块。这项工作从根据目的的要求选择合适的传感器开始,对于本工作,使用了立体视觉模块和激光测距仪。这些传感器通过以太网/ USB与机器人控制器集成在一起,并且感官反馈用于控制和导航机器人。使用该架构,已经开发并实施了一种算法,以智能地避免动态障碍并优化重新规划到达目标位置的路径。该算法已成功通过Summit_XL移动机器人进行了测试。描述当前研究工作的论文分为八章。第1章介绍了该主题的主题及其上下文相关性和相关问题,包括工作目标。有关该主题不同问题的几种不同文献流的回顾,例如使用传感器网络的各种组合进行自动导航,SLAM ,障碍物检测和避免等在第2章中介绍。在第3章中,介绍了选择的方法。第4章详细介绍了用于实现所开发方法的传感器,汽车平台和软件工具。在第5章中,提供了实验设置的详细视图。第6章给出了程序和参数评估。第7章介绍了成功的室内测试结果。最后,第8章介绍了研究工作的结论和未来的范围。

著录项

  • 作者

    Mukherjee Saptarshi;

  • 作者单位
  • 年度 2009
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  • 原文格式 PDF
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