Image processing for navigation on a mobile embedded platform - Design of an autonomous mobile robot

被引:0
作者
Loose, H [1 ]
Lemke, C [1 ]
Papazov, C [1 ]
机构
[1] Brandenburg Univ Appl Sci, PSF 2132, D-14737 Brandenburg, Germany
来源
MULTIMEDIA ON MOBILE DEVICES II | 2006年 / 6074卷
关键词
navigation; localization; embedded robotics; image processing; GPS; mobile systems; communication network;
D O I
10.1117/12.644043
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
This paper deals with intelligent mobile platforms connected to a camera controlled by a small hardware-platform called RCUBE. This platform is able to provide features of a typical actuator-sensor board with various inputs and outputs as well as computing power and image recognition capabilities. Several intelligent autonomous RCBUE devices can be equipped and programmed to participate in the BOSPORUS network. These components form an intelligent network for gathering sensor and image data, sensor data fusion, navigation and control of mobile platforms. The RCUBE platform provides a standalone solution for image processing, which will be explained and presented. It plays a major role for several components in a reference implementation of the BOSPORUS system. On the one hand, intelligent cameras will be positioned in the environment, analyzing the events from a fixed point of view and sharing their perceptions with other components in the system. On the other hand, image processing results will contribute to a reliable navigation of a mobile system, which is crucially important. Fixed landmarks and other objects appropriate for determining the position of a mobile system can be recognized. For navigation other methods are added, i.e. GPS calculations and odometers.
引用
收藏
页数:10
相关论文
共 15 条
[1]   GENERALIZING THE HOUGH TRANSFORM TO DETECT ARBITRARY SHAPES [J].
BALLARD, DH .
PATTERN RECOGNITION, 1981, 13 (02) :111-122
[2]  
BORENSTEIN J, SENSORS METHODS MOBI
[3]  
BRAUNL T, 2003, EMBEDDED ROBOTICS
[4]  
FORDER D, 2005, THESIS BRANDENBURG U
[5]  
Grewal M.S., 2000, GLOBAL POSITIONING S
[6]  
HASHIMOTO H, 2004, P 3 IFAC S MECH SYST, P423
[7]  
LEMKE C, 2005, P 6 INT WORKSH RES E, P420
[8]  
LEMKE C, 2005, P 9 INT C MECH TECHN
[9]  
LOOSE H, 2004, 3 IFAC S MECH SYST S, P423
[10]  
PAPAZOV C, 2005, THESIS BRANDENBURG U