Real-time navigation in 3D environments based on 2D sensor

This report describes the use of a 2D LiDAR to navigate and map its surrounding environments. The 2D LiDAR is transformed into a 3D LiDAR with a motor to produce 3D map data. It is then used to do Simultaneous Localization and Mapping (SLAM). This report is segmented into hardware, which describes t...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Too, Zhi Loc
مؤلفون آخرون: Xie Lihua
التنسيق: Final Year Project
اللغة:English
منشور في: 2019
الموضوعات:
الوصول للمادة أونلاين:http://hdl.handle.net/10356/78127
الوسوم: إضافة وسم
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المؤسسة: Nanyang Technological University
اللغة: English
الوصف
الملخص:This report describes the use of a 2D LiDAR to navigate and map its surrounding environments. The 2D LiDAR is transformed into a 3D LiDAR with a motor to produce 3D map data. It is then used to do Simultaneous Localization and Mapping (SLAM). This report is segmented into hardware, which describes the hardware involved; programming, which describes the codes; discussions, which discusses the problems encountered and thought process. The device created was able to create a 3D static mapping of the environment and basic one directional mapping. Overall, this project is partly successful as it still cannot do a proper SLAM.