Please use this identifier to cite or link to this item: https://doi.org/10.1117/12.664843
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dc.titleIntent inference for attack aircraft through fusion
dc.contributor.authorNg, G.W.
dc.contributor.authorNg, K.H.
dc.contributor.authorYang, R.
dc.contributor.authorFoo, P.H.
dc.date.accessioned2014-10-28T02:51:06Z
dc.date.available2014-10-28T02:51:06Z
dc.date.issued2006
dc.identifier.citationNg, G.W., Ng, K.H., Yang, R., Foo, P.H. (2006). Intent inference for attack aircraft through fusion. Proceedings of SPIE - The International Society for Optical Engineering 6242 : -. ScholarBank@NUS Repository. https://doi.org/10.1117/12.664843
dc.identifier.isbn0819462985
dc.identifier.issn0277786X
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/104579
dc.description.abstractIntent inference is about analyzing the actions and activities of an adversarial force or target of interest to reach a conclusion (prediction) on its purpose. In this paper, we report one of our research works on intent inference to determine the likelihood of an attack aircraft being tracked by a military surveillance system delivering its weapon. Effective intent inference will greatly enhance the defense capability of a military force in taking preemptive action against potential adversaries. It serves as early warning and assists the commander in his decision making. For an air defense system, the ability to accurately infer the likelihood of a weapon delivery by an attack aircraft is critical. It is also important for an intent inference system to be able to provide timely inference. We propose a solution based on the analysis of flight profiles for offset pop-up delivery. Simulation tests are carried out on flight profiles generated using different combinations of delivery parameters. In each simulation test, the state vectors of the tracked aircraft are updated via the application of the Interacting Multiple Model filter. Relevant variables of the filtered track (flight trajectory) are used as inputs to a Mamdani-type fuzzy inference system. The output produced by the fuzzy inference system is the inferred possibility of the tracked aircraft carrying out a pop-up delivery. We present experimental results to support our claim that the proposed solution is indeed feasible and also provides timely inference that will assist in the decision making cycle.
dc.description.urihttp://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1117/12.664843
dc.sourceScopus
dc.subjectCognitive
dc.subjectFlight profile
dc.subjectFusion
dc.subjectFuzzy logic
dc.subjectIntent Inference
dc.typeConference Paper
dc.contributor.departmentMATHEMATICS
dc.description.doi10.1117/12.664843
dc.description.sourcetitleProceedings of SPIE - The International Society for Optical Engineering
dc.description.volume6242
dc.description.page-
dc.description.codenPSISD
dc.identifier.isiut000239225800006
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