Multi-Hypothesis Based Map-Matching Algorithm for Precise Train Positioning

被引:0
作者
Gerlach, Katrin [1 ]
Rahmig, Christian [1 ]
机构
[1] German Aerosp Ctr, Inst Transportat Syst, Braunschweig, Germany
来源
FUSION: 2009 12TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4 | 2009年
关键词
Map-matching; multi-hypothesis; train positioning; GPS; radar; IMU;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For certain types of railway lines replacing the equipment for precise train positioning along the track by suitable low-cost sensors and a digital map on the train can result in a more cost-efficient railway operation. This contribution presents a multi-hypothesis based map-matching approach to fuse the data of a GPS receiver, a radar and an inertial measurement unit (IMU). Taking into account only GPS and radar data does not provide a track-selective positioning information on parallel lines, which is essential for safety-critical applications. However, the result of this contribution shows that analyzing additionally the curvature data obtained from an inertial measurement unit while the train passes a switch and comparing it to a reference pattern gained from the design parameters of the switch enables a track-selective positioning.
引用
收藏
页码:1363 / 1369
页数:7
相关论文
共 9 条
[1]  
[Anonymous], 2007, MATH DISCRETE FOURIE
[2]  
Blackman S., 1999, Design and Analysis of Modern Tracking Systems
[3]  
Hall DL, 2004, Mathematical techniques in multisensor data fusion
[4]  
*HON REG GMBH, 2007, ATU1716020 HON REG G
[5]  
Plan O., 2003, THESIS U GERMAN FEDE
[6]  
Quddus M. A, 2006, THESIS CTR TRANSPORT
[7]   Current map-matching algorithms for transport applications: State-of-the art and future research directions [J].
Quddus, Mohammed A. ;
Ochieng, Washington Y. ;
Noland, Robert B. .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2007, 15 (05) :312-328
[8]   A map matching approach for train positioning part I: Development and analysis [J].
Saab, SS .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2000, 49 (02) :467-475
[9]  
Stone L.D., 1999, ARTECH HOUSE RADAR