Several Models on Qualitative Motion as instances of the CSP

Space and time has been integrated into three qualitative models in this article: a qualitative motion model which integrates topology and time, a qualitative velocity model in 2-D and a qualitative velocity model in 3-D. The integration has been accomplished thanks to the definition of an approach with the following three steps: (1) the definition of the algebra of the spatial aspect to be integrated. The representation of each aspect is seen as an instance of the Constraint Satisfaction Problem (CSP); (2) the definition of the Basic Step of the Inference Process (BSIP) for each spatial aspect to be integrated. In general, the BSIP consists on given two relationships which relate three objects A, B, and C (one object is shared among the two relationships, for instance B), we will find the third relationship between objects A and C; and (3) the definition of the Full Inference Process (FIP) for each spatial aspect to be integrated which consists on repeating the BSIP as many times as possible with the initial information and the information provided by some BSIP, until no more information can be inferred. The corresponding algorithm is solved using Constraint Logic Programming extended with Constraint Handling Rules (CLP+CHRs) as tool.

[1]  Stéphane Grumbach,et al.  Spatio-temporal data handling with constraints , 1998, GIS '98.

[2]  Amitabha Mukerjee,et al.  A Qualitative Model for Space , 1990, AAAI.

[3]  Christian S. Jensen,et al.  Spatio-Temporal Database Management , 1999, Lecture Notes in Computer Science.

[4]  James F. Allen Maintaining knowledge about temporal intervals , 1983, CACM.

[5]  M. Teresa Escrig,et al.  Representing and Reasoning on Three-Dimensional Qualitative Orientation Point Objects , 2001, EPIA.

[6]  Erland Jungert The Observer's Point of View: An Extension of Symbolic Projections , 1992, Spatio-Temporal Reasoning.

[7]  Klaus Stein,et al.  Qualitative and Quantitative Representations of Locomotion and their Application in Robot Navigation , 1999, IJCAI.

[8]  Daniel Hernández,et al.  Qualitative Representation of Spatial Knowledge , 1994, Lecture Notes in Computer Science.

[9]  Reinhard Moratz,et al.  A Topological Calculus for Cartographic Entities , 2000, Spatial Cognition.

[10]  Elisa Bertino,et al.  An Extended Algebra for Constraint Databases , 1998, IEEE Trans. Knowl. Data Eng..

[11]  Wilfried Brauer,et al.  From Motion Observation to Qualitative Motion Representation , 2000, Spatial Cognition.

[12]  Andrew U. Frank,et al.  Qualitative spatial reasoning about distances and directions in geographic space , 1992, J. Vis. Lang. Comput..

[13]  TimeAmitabha Mukerjee,et al.  Hybrid Systems: Reasoning across Scales in Space and Time , 1991 .

[14]  Thom W. Frühwirth,et al.  Spatio-temporal Annotated Constraint Logic Programming , 2001, PADL.

[15]  Andrew U. Frank,et al.  Theories and Methods of Spatio-Temporal Reasoning in Geographic Space , 1992, Lecture Notes in Computer Science.

[16]  Thom W. Frühwirth,et al.  Constraint Handling Rules , 2009, Constraint Programming.

[17]  Christian Freksa,et al.  On the utilization of spatial structures for cognitively plausible and efficient reasoning , 1992, [Proceedings] 1992 IEEE International Conference on Systems, Man, and Cybernetics.

[18]  C. Freksa,et al.  Enhancing Spatial Reasoning by the Concept of Motion , 2000 .

[19]  M. T. Escrig Qualitative Spatial Reasoning: Theory and Practice: Application to Robot Navigation , 1998 .

[20]  Travé-Massuyès Conceptual Neighborhood and its role in temporal and spatial reasoning , 1991 .

[21]  Eugene C. Freuder,et al.  The Complexity of Some Polynomial Network Consistency Algorithms for Constraint Satisfaction Problems , 1985, Artif. Intell..

[22]  Arabellastrasse,et al.  Constraint Handling Rules ? , 1995 .

[23]  Eliseo Clementini,et al.  Qualitative Representation of Positional Information , 1997, Artif. Intell..

[24]  M. Teresa Escrig,et al.  Autonomous robot navigation using human spatial concepts , 2000, Int. J. Intell. Syst..

[25]  Kai Zimmermann,et al.  Enhancing Qualitative Spatial Reasoning - Combining Orientation and Distance , 1993, COSIT.