Sonar sensitivity analysis using a neural network acoustic model emulator

Oceans Conference Record (IEEE)

Volumn 3, Issue , 2002, Pages 1430-1433

  Hazen, Megan U ^a   Fox, Warren L J ^a   Eggen, Chris J ^a   Marks II, Robert J ^b   El Sharkawi, Mohamed A ^b  

^a UNIVERSITY OF WASHINGTON   (United States)

^b University of Washington   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC EQUIPMENT; ALGORITHMS; NEURAL NETWORKS; SENSITIVITY ANALYSIS;

EMULATORS;

SONAR;

EID: 0037970517     PISSN: 01977385     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. R.D. Reed and R.J. Marks II, Neural Smithing: Supervised Learning in Feedforward Artificial Neural Networks, MIT Press, 1999.
2. J.B. Jung, "Neural network ensonification emulation: training and application," PhD. Dissertation, University of Washington, Seattle, WA, 2001.
3. W.L.J. Fox, M.U. Hazen, C.J. Eggen, R.J. Marks, and M.A. El-Sharkawi, "Environmentally adaptive sonar control in a tactical setting", in press.
4. st IEEE International Conference, pp. 295-300, 1999.
5. A.H Rambhia, R. Glenny, and J.-N. Hwang, "Critical input data channels selection for progressive work exercise test by neural network sensitivity analysis", Proceedings IEEE International Conference on Acoustics, Speech, and Signal Processing, Volume: 2, pp. 1097-1100, 1999.
6. C. Panayiotou, C. Cassandra, and W.-B. Gong, "Model abstraction for discrete even systems using neural networks and sensitivity information", IEEE Proceedings of the 2000 Winter Simulation Conference, pp.335-341.
7. J.-N. Hwang, J.J. Choi, S. Oh, and R.J. Marks II, "Query-based learning applied to partially trained multilayer perceptrons", IEEE Transactions on Neural Networks, Vol. 2, pp. 131-136, January 1991.