Sensor Network Based Localization Algorithm using Fusion Sensor-Agent for Indoor Service Robot

被引:31
作者
Choi, Byoung-Suk [1 ]
Lee, Ju-Jang [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Elect Engn, Taejon 305701, South Korea
关键词
Indoor service robot; sensor network; localization; fusion sensor-agent (FSA); MOBILE ROBOT; SYSTEM; RECOGNITION;
D O I
10.1109/TCE.2010.5606283
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We propose a system architecture and algorithm for improved localization of indoor service robots. Many studies on sensor network based localization systems have been reported for indoor service robots. Previous sensor network based localization systems have used a sensor-agent which is composed of only one kind of sensor, but such an arrangement may have difficulty adapting to changing environmental conditions. Therefore, we configure the sensor-agent with different kinds of sensors using a sensor fusion concept. To do so, we propose a novel architecture for a sensor network based localization system. We further propose a localization algorithm which processes the position data from each sensor-agent. Finally, we apply the proposed localization algorithm to real indoor service robots and demonstrate the improved localization ability of the service robots(1).
引用
收藏
页码:1457 / 1465
页数:9
相关论文
共 20 条
[1]   PDA-Based Mobile Robot System with Remote Monitoring for Home Environment [J].
Ahn, Ho Seok ;
Sa, In-Kyu ;
Choi, Jin Young .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2009, 55 (03) :1487-1495
[2]   A Decentralized Architecture for Simultaneous Localization and Mapping [J].
Asadi, Ehsan ;
Bozorg, Mohammad .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2009, 14 (01) :64-71
[3]  
Cho S, 2008, IEEE ASME INT C ADV, P734, DOI 10.1109/AIM.2008.4601751
[4]  
CHOI BS, 2008, P IEEE INT C IND INF, P412
[5]  
CHOI BS, 2008, INT J ARTIFICIAL LIF, V12, P280
[6]   An efficient localization scheme for a differential-driving mobile robot based on RFID system [J].
Han, Soonshin ;
Lim, HyungSoo ;
Lee, JangMyung .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2007, 54 (06) :3362-3369
[7]  
KIM BH, 2006, P SICE ICASE INT JOI, P1366
[8]   Sound source localization with the aid of excitation source information in home robot environments [J].
Kwak, Keun-Chang ;
Kim, Sung-Suk .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2008, 54 (02) :852-856
[9]   Human-following mobile robot in a distributed intelligent sensor network [J].
Morioka, K ;
Lee, JH ;
Hashimoto, H .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2004, 51 (01) :229-237
[10]   Fuzzy-Based Camera Selection for Object Tracking in a Multi-Camera System [J].
Morioka, Kazuyuki ;
Kovacs, Szilveszter ;
Lee, Joo-Ho ;
Korondi, Peter ;
Hashimoto, Hideki .
2008 CONFERENCE ON HUMAN SYSTEM INTERACTIONS, VOLS 1 AND 2, 2008, :773-+