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Neural network approach towards multiradar track fusion

Conference Paper


Abstract


  • The Jindalee Operational Over-The-Horizon Radar Network has three radar stations which overlap in their coverage. Consequently, targets may be detected by more than one radar. Multiple tracks from one target present a large operator workload, especially at where regions overlap. This paper introduces a method to automate the track association process. Multilayer perceptron and statistical decision systems are used to classify tracks into associated and non-associated pairs.

Publication Date


  • 1996

Citation


  • Mohandes, M., Bogner, R. E., Bouzerdoum, A., & Pope, K. J. (1996). Neural network approach towards multiradar track fusion. In IEEE International Conference on Neural Networks - Conference Proceedings Vol. 3 (pp. 1616-1621).

Scopus Eid


  • 2-s2.0-0029728462

Start Page


  • 1616

End Page


  • 1621

Volume


  • 3

Abstract


  • The Jindalee Operational Over-The-Horizon Radar Network has three radar stations which overlap in their coverage. Consequently, targets may be detected by more than one radar. Multiple tracks from one target present a large operator workload, especially at where regions overlap. This paper introduces a method to automate the track association process. Multilayer perceptron and statistical decision systems are used to classify tracks into associated and non-associated pairs.

Publication Date


  • 1996

Citation


  • Mohandes, M., Bogner, R. E., Bouzerdoum, A., & Pope, K. J. (1996). Neural network approach towards multiradar track fusion. In IEEE International Conference on Neural Networks - Conference Proceedings Vol. 3 (pp. 1616-1621).

Scopus Eid


  • 2-s2.0-0029728462

Start Page


  • 1616

End Page


  • 1621

Volume


  • 3