On the representation of fuzzy spatial relations in robot maps

被引:4
作者
Bloch, I [1 ]
Saffiotti, A [1 ]
机构
[1] CNRS, URA 820, Dept TSI, Ecole Nat Sup Telecommun, F-75013 Paris, France
来源
INTELLIGENT SYSTEMS FOR INFORMATION PROCESSING: FROM REPRESENTATION TO APPLICATIONS | 2003年
关键词
autonomous robots; occupancy grids; topological maps; fuzzy spatial relations; fuzzy mathematical morphology;
D O I
10.1016/B978-044451379-3/50003-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Spatial directional relations, like "north of," play an important role in the modeling of the environment by an autonomous robot. We propose an approach to represent spatial relations grounded in fuzzy set theory and fuzzy mathematical morphology. We show how this approach can be applied to robot maps, and suggest that these relations can be used for self-localization and for reasoning about the environment. We illustrate our approach on real data collected by a mobile robot in an office environment.
引用
收藏
页码:47 / 57
页数:11
相关论文
共 28 条
[1]   MAINTAINING KNOWLEDGE ABOUT TEMPORAL INTERVALS [J].
ALLEN, JF .
COMMUNICATIONS OF THE ACM, 1983, 26 (11) :832-843
[2]  
[Anonymous], UNCERTAINTY ANAL ENG
[3]   Fuzzy relative position between objects in image processing: A morphological approach [J].
Bloch, I .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1999, 21 (07) :657-664
[4]   FUZZY MATHEMATICAL MORPHOLOGIES - A COMPARATIVE-STUDY [J].
BLOCH, I ;
MAITRE, H .
PATTERN RECOGNITION, 1995, 28 (09) :1341-1387
[5]  
BLOCH I, 2002, NEURO FUZZY TECHNOLO
[6]   WEIGHTED FUZZY PATTERN-MATCHING [J].
DUBOIS, D ;
PRADE, H ;
TESTEMALE, C .
FUZZY SETS AND SYSTEMS, 1988, 28 (03) :313-331
[7]  
ELFES A, 1989, IEEE COMPUT, V26, P46
[8]  
FABRIZI E, 2000, IEEE INT C ROB AUT I
[9]  
Freeman J., 1975, Comput Graphics Image Process, V4, P156, DOI [10.1016/S0146-664X(75)80007-4, DOI 10.1016/S0146-664X(75)80007-4]
[10]  
GAPP KP, 1994, 12 NAT C ART INT AAA, P1393