Emulating the perceptual system of the brain for the purpose of sensor fusion

Advances in Intelligent and Soft Computing

Volumn 60, Issue , 2009, Pages 17-27

  Velik, R ^a   Bruckner, D ^a   Lang, R ^a   Deutsch, T ^a  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION;

BIONIC MODEL; COGNITIVE PROCESS; FOCUS OF ATTENTION; INTELLIGENT SENSOR FUSION; NEURO-SYMBOLIC NETWORKS; PERCEPTUAL SYSTEM; PROCESSING UNITS; SENSOR FUSION;

HUMAN COMPUTER INTERACTION;

EID: 84994713135     PISSN: 18675662     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-642-03202-8_2     Document Type: Conference Paper

References (20)

1. Beyerer, J., León, F.P., Sommer, K.: Informationfusion in der mess- und sensortechnik. Universitätsverlag, Karlsruhe (2006)
2. Burgstaller, W.: Interpretation of situations in buildings. PhD dissertation, Vienna University of Technology (2007)
3. Datteri, E., Teti, G., Laschi, C., Tamburrini, G., Dario, P., Guglielmelli, C.: Expected perception: An anticipation-based perception-action scheme in robots. In: Proc. Conference on Intelligent Robots and Systems, pp. 934-939. Las Vegas, NV (2003)
4. Davis, J.: Biological sensor fusion inspires novel system design. In: Proc. Conference on Joint Service Combat Identification Systems, San Diego, CA (1997)
5. Ellis, D.P.W.: Prediction-driven computational auditory scene analysis. Ph.D. dissertation, Massachusetts Institute of Technology, Cambridge, MA (1996)
6. Elmenreich, W.: Sensor fusion in time-triggered systems. Ph.D. dissertation, Vienna University of Technology (2002)
7. Elmenreich, W.: A Review on system architectures for sensor fusion applications. International Federation for Information Processing, pp. 547-559 (2007)
8. Ernst, M.O., Bülthoff, H.H.: Merging the senses into a robust percept. TRENDS in Cognitive Sciences 8(4), 162-169 (2004)
9. French, R.M.: Review of the engine of reason, the seat of the soul. Minds & Machines 6(3), 416-421 (1996)
10. Goldstein, E.B.: Wahrnehmungspsychologie. Spektrum Akademischer Verlag (2002)
11. Hareter, H., Pratl, G., Bruckner, D.: A simulation and visualization system for sensor and actuator data generation. In: Proc. 6th Conference on Fieldbus Systems and their Applications, pp. 56-63 (2005)
12. Joyce, D., Richards, L., Cangelosi, A., Coventry, K.R.: On the foundations of perceptual symbol systems: specifying embodied representations via connectionism. In: Proc. 5th Conference on Cognitive Modeling, Bamberg, Germany, pp. 147-152 (2003)
13. Luo, R.C., Kay, M.G.: Multisensor integration and fusion in intelligent systems. IEEE Transactions on Systems, Man, and Cybernetics 19(5), 901-931 (1989)
14. Luria, R.: The working brain: an introduction in neuropsychology. Basic Books, New York (1973)
15. Perlovsky, L.I., Weijers, B., Mutz, C.W.: Cognitive foundations for model-based sensor fusion. In: Proc. of SPIE Conference, vol. 5096, pp. 494-501 (2003)
16. Pratl, G.: Processing and symbolization of ambient sensor data. PhD dissertation, Vienna University of Technology (2006)
17. Ruser, H., León, F.P.: Informationfusion - eine übersicht. Technisches Messen Oldenbourg Verlag 74, 93-102 (2007)
18. Sillanpää, J., Klapuri, A., Seppäne, J., Virtanen, T.: Recognition of acoustic noise mixtures by combined bottom-up and top-down processing. In: Proc. 10th Conference on European Signal Processing EUSIPCO, Tampere, Finland, vol. 1, pp. 335-338 (2000)
19. Velik, R.: A bionic model for human-like machine perception. PhD dissertation, Vienna University of Technology (2008)
20. Bruckner, D.: Probabilistic models for building automation: recognizing scenarios with statistical methods. PhD dissertation, Vienna University of Technology (2007)