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- W1566380075 abstract "Cascade-correlation algorithm has usually been used for training feedforward multilayer networks with sigmoidal activation in the hidden units. Modeling using modified cascade-correlation radial basis function (CCRBF) networks for an experimental platform is presented. The behavior of the four degrees-of-freedom (DOF) platform exemplifies a high order nonlinear system with significant cross-coupling between longitudinal, latitudinal directional motions, and tilt rotor nacelles rolling movement. We develop a practical algorithm coupled with model validity tests for identifying nonlinear autoregressive moving average model with exogenous inputs (NARMAX). The effectiveness of this modeling procedure is demonstrated by a four DOF platform and experimental results show that the modified CCRBF networks for the platform are more appropriate than the conventional ones. It is proved that black-box modeling using CCRBF networks is more suitable for modeling novelty configuration air vehicles. The estimated model can be utilized for nonlinear flight simulation and control studies" @default.
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- W1566380075 date "2006-04-28" @default.
- W1566380075 modified "2023-09-25" @default.
- W1566380075 title "Dynamic Modeling Using Cascade-Correlation RBF Networks for Tilt Rotor Aircraft Platform" @default.
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- W1566380075 doi "https://doi.org/10.1109/icnnb.2005.1614561" @default.
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