Abstract
Perception systems used in fields like robotics and aircraft tracking have recently been developing toward the use of combined sensors of different kinds. Nevertheless, the measurement management of such systems has to be adapted to the sensors used, and particularly to all modifications in the utilization conditions. For this task we propose here to use a set of heuristics to modify the operation of a Kalman filter dedicated to air vehicle tracking.
Preview
Unable to display preview. Download preview PDF.
References
Bar-Shalom Y. “Multitarget — Multisensor Tracking: Application and Advances”, Artech House, 1992.
Appriou A. “Perspectives liées à la fusion de données” Science et défense 90, Dunod, Paris, Mai 1990.
Haimovich A.M. et all “Fusion of Sensors with dissimilar Measurement/tracking accuracies”, IEEE trans. on AES, Vol 29, Jan 1993.
Roecker J.A., and McGillem C.D. “Comparaison of two-sensors tracking methods based on state vector fusion”, IEEE trans. on AES, vol 24, July 1988.
Houles A., Bar-Shalom Y. “Multisensor Tracking of a Maneuvring Target in Clutter”, IEEE trans. on AES, Vol 25, March 1989.
Zadeh L.A., “Fuzzy set”, Information and control, vol 8, 1965
Zadeh L.A., “Probability Mesures of Fuzzy Event”, JMAA, vol 23, 1968
Popoli R., Mendel J., “Estimation Using Subjective Knowledge With Tracking Application”, IEEE trans. on AES, vol. 29, N∘3, July 1993.
Bar-Shalom, Y., and Fortman, T.E., Tracking and data association, New York: Academic Press, 1988.
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 1995 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Nimier, V. (1995). Introducing contextual information in multisensor tracking algorithms. In: Bouchon-Meunier, B., Yager, R.R., Zadeh, L.A. (eds) Advances in Intelligent Computing — IPMU '94. IPMU 1994. Lecture Notes in Computer Science, vol 945. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0035992
Download citation
DOI: https://doi.org/10.1007/BFb0035992
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-60116-6
Online ISBN: 978-3-540-49443-0
eBook Packages: Springer Book Archive