基于卡车的海量GPS轨迹数据的矿区路网自动更新技术

doi:10.11799/ce201704028

Abstract

Abstract: The timely updating of the transportation road network in open-pit mine, is a reliable guarantee for normal transportation in open-pit mine. Aiming at the constant changing of mine road network with the environment, this paper realized the automatic updating technology of mine road network by using massive trajectory data of mine truck.Through analysis and evaluation of the accuracy of the trajectory data to screen out the reliable data, and the improved DBSCAN density clustering algorithm was applied to the data to obtain the clustering points, then the clustering points was performed quasi uniform B-spline curve fitting, establishing topological relations and forming a road map of mining area. The result showed that the algorithm can adapt to the vast majority of mining area road environment

CLC Number:

TD824

0
/ / Recommend

Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks

URL: http://www.coale.com.cn/EN/10.11799/ce201704028

http://www.coale.com.cn/EN/Y2017/V49/I4/94

References

[1] 袁晶．大规模轨迹数据的检索、挖掘和应用[D] ．合肥：中国科学技术大学，2012．
[2] 蒋益娟，李响，李小杰，等．利用车辆轨迹数据提取道路网络的几何特征与精度分析[J]．地球信息科学学报，2012，14（2）：165-170．
[3] S. Rogers. Creating and evaluating highly accurate maps with probe vehicles[C]//Proceedings of the 3th international IEEE Conference on Intelligent transportation Systems. Dearborn,USA:IEEE Press,2000:125-130.
[4] R. Bruntrup, S. Edelkamp,S. Jabbar, et al. Incremental map generation with GPS traces[C]// Proceedings of the 8th International IEEE Conference on Intelligent transportation Systems. Vienna,Austria:IEEE Press,2005:413-418.
[5] 孔庆杰，史文欢，刘允才．基于GPS轨迹的矢量路网地图自动生成方法[J]．中国科学技术大学学报，2012，42（8）：623-627．
[6] 安实，匡伟明．出租车GPS数据轨迹化方法研究[J]．科学技术与工程，2015，15（11）：125-130．
[7] 张莉婷，陈云波，左小清．出租车轨迹数据快速提取道路骨架线方法[J]．测绘科学，2015，1（40）：110-112+125．
[8]Yihua Chen,John Krumm. Probabilistic modeling of traffic lanes from GPS traces[C]// Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems.New York,USA:ACM,2010:01-06.
[9]Stefan Edelkamp,Stefan Schrodl.Route Planning and Map Interence with Global Positioning Traces[M]//Computer Science in Perspective.Berlin.:Springer Berlin Heidelberg, 2003:128-151.
[10] 孙臣良,刘静．露天矿运输道路网络的建立及其路径优化[J]．科技导报，2011，29（30）：47-51．
[11] 冯少荣，肖文俊．DBSCAN 聚类算法的研究与改进[J]．中国矿业大学学报，2008，37（1）：105-111．

[1]	. Optimization of Open-Pit Mine Drainage Scheme Based on AHP-GRAP Method [J]. , 2019, 51(6): 0-0.
[2]	FAN ZHENGXIANG. Open pit stripping ratio and special cases must to be paid attention [J]. COAL ENGINEERING, 2019, 51(5): 56-59.
[3]	. Research on optimization of steering scheme in Tianchi Energy Nan open-pit mine in Xinjiang [J]. COAL ENGINEERING, 2019, 51(5): 60-64.
[4]	. Application Status and Existing Problems Analysis of Dragline Stripping Technology in China [J]. COAL ENGINEERING, 2019, 51(1): 28-34.
[5]	. Elastic-Plastic FEM Computing Method for Wet Slope Stability of Open Coal Mine [J]. COAL ENGINEERING, 2019, 51(1): 96-100.
[6]	. [J]. COAL ENGINEERING, 2018, 50(10): 150-153.
[7]	zhu haibin. [J]. COAL ENGINEERING, 2018, 50(10): 162-166.
[8]	. The Stability Dynamic Analysis of overlying rock mass in Goaf about East Open-pit Coal Mine [J]. COAL ENGINEERING, 2018, 50(8): 10-13.
[9]	. The evaluation model of open pit slope risk based on intuitionistic fuzzy entropy weight method [J]. COAL ENGINEERING, 2018, 50(8): 153-157.
[10]	. Study on influence of fault angle on stability of dip bedded slope in mines [J]. COAL ENGINEERING, 2018, 50(5): 94-96.
[11]	. Optimization Analyze on the Presser Foot Tracing Distance of Internal Dumping in Open-pit mine Based on 3DEC [J]. COAL ENGINEERING, 2018, 50(5): 37-40.
[12]	. Optimization Study on loose blasting parameters of deep hole step in Heidaigou open pit coal mine [J]. COAL ENGINEERING, 2018, 50(3): 22-26.
[13]	. Study on optimization of Baorixile Open-pit mine opening and transportation system [J]. COAL ENGINEERING, 2018, 50(3): 27-29.
[14]	. Determination of Production Intensity for Cross Mining and Internal Dumping in Zaha Nur Surface Mine [J]. COAL ENGINEERING, 2018, 50(2): 23-25.
[15]	. Research of Inner Dumping by Building End Slope Bridge in the Tracing Parallel Open Pit Mine [J]. COAL ENGINEERING, 2018, 50(1): 16-18.

Road Network Updating in Mining Area Based on Massive GPS Trajectory Data of Truck

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments