基于ROS平台的无人车SLAM技术与导航开发任务书

 2021-11-02 21:06:29

1. 毕业设计(论文)的内容和要求

随着现代科技的迅速发展,无人车开始运用于军事、工业、服务等领域。

ROS平台是面向工业机器人的开源式平台,提供了强大的机器人二次开发功能。

本课题拟基于ROS平台,进行对无人车进行路径规划和导航的研究,从而证明无人车应用SLAM技术的导航避障功能具有可实现性和可靠性。

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2. 参考文献

[1] 王凤如,王小扬,王瑛. 信号、系统与控制实验教程[M]. 北京:高等教育出版社, 2004.[2] 刘云龙,王瑞兰. 基于 Matlab 仿真的自动控制原理实验教学改革[J]. 实验室研究与探索, 2015, 34(6): 102106.[3] 齐晓慧,董海瑞. 基于三层次的自动控制原理实验教学研究[J]. 电气电子教学学报, 2006(3): 8084.[4] 孙大卫,丁兴俊. 一种典型自动控制原理实验教学设备研究[J]. 实验技术与管理, 2011, 28(7): 7981.[5] 盛守照,叶冯超,孙臣武. 自动控制原理实验设计与教学改革思考[J]. 电气电子教学学报, 2017, 39(1): 131134[6] ENGEL J, SCHPS T, CREMERS D. LSD-SLAM: Large-scaledirect monocular SLAM[C]//European Conference on ComputerVision. Springer Cham, 2014: 834849.[7] FORSTER C, PIZZOLI M, SCARAMUZZA D. SVO: Fastsemi-direct monocular visual odometry[C]//Robotics and Automation (ICRA), 2014 IEEE International Conference on. IEEE, 2014: 1522.[8] LABB M, MICHAUD F. Online global loop closure detectionfor large- scale multi-session graph-based slam[C]//Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on. IEEE, 2014: 26612666.[9] BONNABEL S. Symmetries in observer design: Review ofsome recent results and applications to EKF-based SLAM[C]//Robot Motion and Control 2011. London: Springer, 2012: 315. [10] Einsele T.Real-time self-localization in unknown indoor environment using a panorama laser range finder[ C] / / IEEE /RSJInternational Conference on Intelligent Robots and Systems. IEEE Xplore, 1997( 2) : 697 - 702.[11]Vandorpe J, Van Brussel H, Xu H. Exact dynamic map building for a mobile robot using geometrical primitives produced bya 2D range finder[ C] / /In Proceedings of the 1996 IEEE International Conference on Robotics and Automation. Minneapolis, Minn, USA: IEEE,1996( 1) : 901 - 908.[12]Jensfelt P, Christensen H. Laser based position acquisition and tracking in an indoor environment[ C] / /In Proceedings of theIEEE International Symposium on Robotics and Automation. IEEE,1998.[13]Demarsin K, Vanderstraeten D, Volodine T, et al. Detection of closed sharp feature lines in point clouds for reverseengineering applications[ C] / / International Conference on Geometric Modeling and Processing. Springer Berlin Heidelberg,2006: 571 - 577.[14]Neira J, Tardos J D. Data association in stochastic mapping using the joint compatibility test[ J] . IEEE Transactions onRobotics & Automation, 2001, 17( 6) : 890 - 897.[15]Moravec H P Elfes A. High resolution map from wide angle sonar [ C] / / IEEE International Conference on Robotics andAutomation. IEEE, 1985: 116 - 121.[16]Durrant-Whyte H F. Uncertain geometry in robotics[ C] / / IEEE International Conference on Robotics and Automation.IEEE, 1987: 851 - 856.[17]Dedeoglu G Mataric M J, Sukhatme G S. Incremental online topological map building with a mobile robot[ C] / / Photonics East99. International Society for Optics and Photonics. 1999: 129 - 139.

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