IoT-based low-cost 3D mapping using 2D Lidar for different materials

激光雷达 点云 测距 遥感 计算机科学 移动地图 环境科学 计算机视觉 地质学 电信
作者
Mohammad Yusuf,Aman Zaidi,Abid Haleem,Shashi Bahl,Mohd Javaid,Sonu Bala Garg,Jatinder Garg
出处
期刊:Materials Today: Proceedings [Elsevier]
卷期号:57: 942-947 被引量:2
标识
DOI:10.1016/j.matpr.2022.03.161
摘要

Three-dimensional (3D) mapping is the technology of profiling objects in three dimensions to map them in real life. 3D mapping is an excellent tool for analysis, surveying, and other engineering domains. 3D light detection and ranging (Lidar) technology usually does 3D mapping, but the cost of 3D Lidar is very high, which constrains its applicability in the Industry. The need for a low-cost 3D mapping has increased widely. A cost-effective 3D mapping based on the Internet of Things (IoT) using 2D Lidar is proposed. 2D Lidar is lower in cost than 3D Lidar, so it completely replaces the 3D Lidar for applications that need moderate or low accuracy. This research sought to confirm the applicability of this low-cost IoT-based advanced sensing technology, i.e., Lidar, in the engineering domain. A two-dimensional Lidar mapping system prototype is constructed, and the same is used to generate three-dimensional (3D) point cloud models. Lidar measurements are greatly dependent on the materials. Every material has different absorbance and reflectivity, which alter the Lidar measurements. In this research, we have shown how different material affects Lidar accuracy.

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