A Multi-Robot Positioning System using a Multi-Code Ultrasonic Sensor Network and a Kalman Filter

被引:15
作者
Moon, Woo-sung [1 ]
Cho, Bong Soo [1 ]
Jang, Jin Won [1 ]
Baek, Kwang Ryul [1 ]
机构
[1] Pusan Natl Univ, Sch Elect Engn, Pusan 609735, South Korea
关键词
Multi-code ultrasonic; multi-robot system; positioning; sensor network;
D O I
10.1007/s12555-010-0622-9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In multi-robot systems, each robot needs to have the position and pose information of itself and that of the other cooperative robots This paper presents a synchronous distributed positioning system that uses a multi-code ultrasonic sensor network and a compensation algorithm using a Kalman filter The bearings of robots are computed by using their position changes, and then compensated for by using the Kalman filter The ZigBee sensor network protocol is used for communication among the robots and for the synchronization of the ultrasonic transmission timing The experimental results show that our system positions multiple robots synchronously without any configured infrastructures The results have a better accuracy and less accumulative error than those found in positioning systems without compensation
引用
收藏
页码:1349 / 1355
页数:7
相关论文
共 13 条
[1]   Performance comparison of four time-of-flight estimation methods for sonar signals [J].
Barshan, B ;
Ayrulu, B .
ELECTRONICS LETTERS, 1998, 34 (16) :1616-1617
[2]   THE GLOBAL POSITIONING SYSTEM [J].
GETTING, IA .
IEEE SPECTRUM, 1993, 30 (12) :36-&
[3]  
GRABOWSKI R, 2001, P IEEE RSJ INT C INT, V29, P1067
[4]  
Jennings C, 1999, ICRA '99: IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, PROCEEDINGS, P2659, DOI 10.1109/ROBOT.1999.773999
[5]  
KLEEMAN L, 1992, P IEEE INT C ROB AUT
[6]  
KWON J, 2008, IMPLEMENTATION SIMUL
[7]  
LANGENDOEN K, 2008, P IEEE INT C MUULT F
[8]  
MCLURKIN JD, 2004, STUPID ROBOT TRICKS
[9]   Distributed multirobot localization [J].
Roumeliotis, SI ;
Bekey, GA .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2002, 18 (05) :781-795
[10]  
SHIM HS, 1997, MIROSOT P, P29