Generic prioritization framework for target selection and instrument usage for reconnaissance mission autonomy

Wolfgang Fink

doi:10.1109/ijcnn.2006.247316

Generic prioritization framework for target selection and instrument usage for reconnaissance mission autonomy

Wolfgang Fink

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

29 Scopus citations

Abstract

A generic prioritization framework is introduced for addressing the problem of automated prioritization of target selection and instrument usage, applicable to Earth and Space reconnaissance missions. The framework is based on the assumptions that clustering of preliminary data for identified targets within an operational area has occurred and that the clustering quality can be expressed as an objective function. Target prioritization then means to rank targets according to their probability of changing the objective function value upon close reexamination. The formalism for calculating these probabilities and the probabilities for instruments aboard a science craft to contribute to this change of the objective function value is introduced.

Original language	English (US)
Title of host publication	International Joint Conference on Neural Networks 2006, IJCNN '06
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	5367-5370
Number of pages	4
ISBN (Print)	0780394909, 9780780394902
DOIs	https://doi.org/10.1109/ijcnn.2006.247316
State	Published - 2006
Externally published	Yes
Event	International Joint Conference on Neural Networks 2006, IJCNN '06 - Vancouver, BC, Canada Duration: Jul 16 2006 → Jul 21 2006

Publication series

Name	IEEE International Conference on Neural Networks - Conference Proceedings
ISSN (Print)	1098-7576

Other

Other	International Joint Conference on Neural Networks 2006, IJCNN '06
Country/Territory	Canada
City	Vancouver, BC
Period	7/16/06 → 7/21/06

ASJC Scopus subject areas

Software

Access to Document

10.1109/ijcnn.2006.247316

Cite this

Fink, W. (2006). Generic prioritization framework for target selection and instrument usage for reconnaissance mission autonomy. In International Joint Conference on Neural Networks 2006, IJCNN '06 (pp. 5367-5370). Article 1716847 (IEEE International Conference on Neural Networks - Conference Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ijcnn.2006.247316

Generic prioritization framework for target selection and instrument usage for reconnaissance mission autonomy. / Fink, Wolfgang.
International Joint Conference on Neural Networks 2006, IJCNN '06. Institute of Electrical and Electronics Engineers Inc., 2006. p. 5367-5370 1716847 (IEEE International Conference on Neural Networks - Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Fink, W 2006, Generic prioritization framework for target selection and instrument usage for reconnaissance mission autonomy. in International Joint Conference on Neural Networks 2006, IJCNN '06., 1716847, IEEE International Conference on Neural Networks - Conference Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 5367-5370, International Joint Conference on Neural Networks 2006, IJCNN '06, Vancouver, BC, Canada, 7/16/06. https://doi.org/10.1109/ijcnn.2006.247316

Fink W. Generic prioritization framework for target selection and instrument usage for reconnaissance mission autonomy. In International Joint Conference on Neural Networks 2006, IJCNN '06. Institute of Electrical and Electronics Engineers Inc. 2006. p. 5367-5370. 1716847. (IEEE International Conference on Neural Networks - Conference Proceedings). doi: 10.1109/ijcnn.2006.247316

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Generic prioritization framework for target selection and instrument usage for reconnaissance mission autonomy

Abstract

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