International Journal of Soft Computing

Year: 2011
Volume: 6
Issue: 5
Page No. 190 - 209

Performance Analysis of Various Artificial Intelligent Neural Networks for GPS/INS Integration

Authors : M. Malleswaran, V. Vaidehi , A. Saravanaselvan and M. Mohankumar

References

Bishop, C.M., 1995. Neuarl Networks for Pattern Recognition. Clarendon Press, NewYork, ISBN: 9780198538646, Pages: 482.

Burse, K., R.N. Yadav and S.C. Shrivastava, 2008. Complex channel equalization using polynomial neuron model. Proceedings of the IEEE 3rd International Symposium on Information Technology, August 26-29, 2008, Kuala Lumpur, Malaysia, pp: 771-775.

Burse, K., R.N. Yadav, S.C. Shrivastava and V.P.S. Kirar, 2009. A compact pi network for reducing bit error rate in dispersive FIR channel noise model. Proceedings of the World Congress on Science, Engineering and Technology, February 25-27, 2009, Penang, Malaysia, pp: 235-238.

Chiang, K.W., A. Noureldin and N. El-Sheimy, 2008. Constructive neural-networks-based MEMS/GPS integration scheme. IEEE Trans. Aerospace Electronic Syst., 44: 582-594.
CrossRef  |  

Ching-Piao, T. and T.L. Lee, 1999. Back-propagation neural network in tidal-level forecasting. J. Waterway, Port, Coastal, Ocean Eng., 125: 4-8.
Direct Link  |  

El-Sheimy, N., K.W. Chiang and A. Noureldin, 2008. Developing a low cost MEMS IMU/GPS integration scheme using constructive neural networks. IEEE Trans. Aerosp. Electron. Syst., 44: 582-594.

Giles, C.L. and T. Maxwell, 1987. Learning, invariance and generalization in high-order neural networks. Applied Opt., 26: 4972-4978.
PubMed  |  

Grossberg, S., 1987. Competitive learning: From interactive activation to adaptive resonance. J. Cognitive Sci., 11: 23-63.
Direct Link  |  

Hagan, M.T., H.B. Demuth and M.H. Beale, 1996. Neural Network Design. 1st Edn., PWS Publishing Co., Boston, MA, USA., ISBN: 0-53494332-2.

Haykin, S., 1994. Neural Networks: A Comprehensive Foundation. 1st Edn., Macmillan Publishing Co., New York, USA.

Heywood, M. and P. Noakes, 1995. A framework for improved training of sigma-pi networks. Inst. Electr. Electron. Eng. Trans. Neural Networks, 6: 893-903.
PubMed  |  

Hosteller, L. and R. Andreas, 1983. Nonlinear kalman filtering techniques for terrain-aided navigation. IEEE Trans. Autom. Control, 28: 315-323.
CrossRef  |  Direct Link  |  

Hosteller, L. and R. Andreas, 1983. Nonlinear kalman filtering techniques for terrin-aided navigation. Inst. Electr. Electron. Eng. Trans. Autom. Control, 28: 315-323.

Huang, Y.W. and K.W. Chiang, 2008. An intelligent and autonom ous MEMS IMU/GPS integration scheme for low cost land navigation applications. GPS Solutions, 12: 135-146.
CrossRef  |  

Iyoda, E.M., K. Hirota and F.J. von Zuben, 2002. Sigma-pi cascade extended hybrid neural network. J. Adv. Comput. Intell. Intell. Inform., 6: 126-134.
Direct Link  |  

Kumar, S., 2004. Neural Networks: A Classroom Approach. 1st Edn., Tata Mc-Graw Hill Publications, USA., ISBN-10: 0-07-048292-6, pp: 169.

Nouerldin, A., T. Karamat, M. Eberts and A. El-Shafie, 2009. Performance enhancement of MEMS based INS/GPS integration for low cost navigation applications. IEEE Trans. Veh. Technol., 58: 1077-1096.

Noureldin, A., A. El-Shafie and M. Bayoumi, 2011. GPS/INS integration utilizing dynamic neural networks for vehicular navigation. Inform. Fusion, 12: 48-57.
CrossRef  |  

Noureldin, A., R. Sharaf, A. Osman and N. EI-Sheimy, 2004. INS/GPS data fusion technique utilizing radial basis functions neural networks. Proceedings of the IEEE Position Location and Navigation Symposium, April 26-29, 2004, Monterey, California, pp: 527-537.

Schmitt, M., 2002. On the complexity of computing and learning with multiplicative neural networks. Neural Comput., 14: 241-301.
PubMed  |  

Sharaf, R. and A. Noureldin, 2007. Sensor integration for satellite-based vehicular navigation using neural networks. IEEE Trans. Neural Networks, 18: 589-594.
CrossRef  |  PubMed  |  Direct Link  |  

Sharaf, R., A. Noureldin, A. Osman and N. EI-Sheimy, 2005. Online INS/GPS integration with a radial basis function neural network. IEEE Sys. Mag., 20: 8-14.
CrossRef  |  Direct Link  |  

Sivanandam, S.N., S. Sumathi and S.N. Deepa, 2002. Introduction to Neural Networks Using Matlab 6.0. Tata McGraw-Hill Publication, New Delhi.

Yen-Chang, C., 2001. A counter propagation fuzzy-neural network modeling approach to real time stream flow prediction. J. Hydrol., 245: 153-164.

Yun-Wen, H. and K.W. Chiang, 2008. An intelligent navigator for seamless INS/GPS integrated land vehicle navigation application. Applied Soft Comp., 8: 723-733.

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