Exploration of Indoor Barrier-Free Plane Intelligent Lofting System Combining BIM and Multi-Sensors

被引:3
|
作者
Zhang, Zijian [1 ]
Cheng, Xiaojun [1 ]
Yang, Bilian [2 ]
Yang, Dong [3 ]
机构
[1] Tongji Univ, Coll Surveying & Geoinformat, Shanghai 200092, Peoples R China
[2] Zhejiang Sci Tech Univ, Inst Geotech Engn, Hangzhou 310018, Peoples R China
[3] Shanghai Fdn Engn Grp Co Ltd, Shanghai 200433, Peoples R China
基金
中国国家自然科学基金;
关键词
intelligent lofting system; indoor lofting; autonomous mobile robot; state estimation; fusion localization; NAVIGATION;
D O I
10.3390/rs12203306
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Lofting is an essential part of construction projects and the high quality of lofting is the basis of efficient construction. However, the most common method of lofting currently which uses the total station in a multi-person cooperative way consumes much manpower and time. With the rapid development of remote sensing and robot technology, using robots instead of manpower can effectively solve this problem, but few scholars study this. How to effectively combine remote sensing and robots with lofting is a challenging problem. In this paper, we propose an intelligent lofting system for indoor barrier-free plane environment, and design a high-flexibility, low-cost autonomous mobile robot platform based on single chip microcomputer, Micro Electro Mechanical Systems-Inertial Measurement Unit (MEMS-IMU), wheel encoder, and magnetometer. The robot also combines Building Information Modeling (BIM) laser lofting instrument and WIFI communication technology to get its own position. To ensure the accuracy of localization, the kinematics model of Mecanum wheel robot is built, and Extended Kalman Filter (EKF) is also used to fuse multi-sensor data. It can be seen from the final experimental results that this system can significantly improve lofting efficiency and reduce manpower.
引用
收藏
页码:1 / 22
页数:22
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