Comparison and Analysis of Models for 3D Power Line Reconstruction Using LiDAR Point Cloud

ZHANG Jixian; DUAN Minyan; LIN Xiangguo; ZANG Yi

doi:10.13203/j.whugis20150385

Volume 42 Issue 11

Nov. 2017

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Geomatics and Information Science of Wuhan University > 2017 > 42(11): 1565-1572. > DOI: 10.13203/j.whugis20150385

ZHANG Jixian, DUAN Minyan, LIN Xiangguo, ZANG Yi. Comparison and Analysis of Models for 3D Power Line Reconstruction Using LiDAR Point Cloud[J]. Geomatics and Information Science of Wuhan University, 2017, 42(11): 1565-1572. DOI: 10.13203/j.whugis20150385

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Comparison and Analysis of Models for 3D Power Line Reconstruction Using LiDAR Point Cloud

ZHANG Jixian^{1, 3,},
DUAN Minyan^{2, 3, 4, ,},
LIN Xiangguo²,
ZANG Yi²

1.
National Quality Inspection and Testing Center for Surveying and Mapping Products, Beijing 100830, China
2.
Chinese Academy of Surveying and Mapping, Beijing 100830, China
3.
School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China
4.
Beijing Key Laboratory of Urban Spatial Information Engineering, Beijing 100038, China

Funds:

The National Natural Science Foundation of China 41371405

The National Natural Science Foundation of China 41671440

Open Fund of Beijing Key Laboratory of Urban Spatial Information Engineering 2015102

More Information

Author Bio:
ZHANG Jixian, PhD, professor, Science and Technology Leading Talents of National Administration of Surveying, Mapping and Geoinformation, specializes in photogrammetry and remote sensing, and geographical conditions monitoring, etc. E-mail: zhangjx@casm.ac.cn
Corresponding author:
DUAN Minyan, PhD candidate. E-mail: duanmy@casm.ac.cn
Received Date: December 15, 2015
Published Date: November 04, 2017

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Abstract

Abstract

3D power line reconstruction is one motivation for power line patrols using LiDAR systems mounted on helicopters. Two new models for 3D power line reconstruction are proposed. The first model combines a line segment and a catenary, while the second model is a combination of a line segment and a parabola. In both models, the line segment is located in the xy-plane, and the catenary or the parabola is on a vertical plane through the line segment. The two proposed models are innovative in that a scalar factor was employed as the parameter for the catenary and the parabola. The scalar factor is calculated by projecting a 2D point on the xy-plane onto a fitted line by the 2D points. Specifically, a 2D point is constructed by projecting a 3D LiDAR point on the xy-plane. Six experimental data sets and four criterion were used to test the six methods for 3D power line reconstruction. These experiments suggest that he second model has the highest efficiency and reconstruction accuracy. Moreover, three factors, including the selection of the vertical plane, selection of the projected models in the vertical plane, and consideration of the errors, have significant influences on the performance of the methods for 3D power line reconstructions.
- LiDAR,
- powerline patrols,
- 3D powerline reconstruction,
- catenary,
- parabola

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References (14)

References

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