Page 320 - Neural Network Modeling and Identification of Dynamical Systems

Index

A algorithms, 10 B
Actuator, 18, 78, 108, 109, 134, 148, problems, 24, 102 Behavior
149, 159, 201, 209, 210 surfaces, 12 aircraft, 11
command signal, 151 system, 21, 29, 139 control, 2, 21
model, 109 dynamics, 112, 118, 158 network, 51
system, 116, 117 engine thrust, 216 Black box, 3, 5, 94, 95, 101, 165,
Adaptability, 3, 4, 21, 29, 94, 112 flight dynamics, 201, 209, 217 167, 170, 200, 208
Adaptation motion, 4, 5, 72, 101–103, 108, Black box neural network, 4, 5, 94
algorithms, 153, 154, 161 117, 131, 133, 135, 139,
law, 26, 140 152, 154, 158, 168, 199, C
mechanisms, 6, 11, 25, 157, 158, 200, 208 Command control, 104
160–162 ANN model, 131, 134 Command control signal, 135
object, 22 lateral, 8 Command signal, 105–107, 134,
scheme, 25, 151, 154 longitudinal, 158 135, 147, 150, 161, 201,
time, 24, 159 wing, 210, 218 209, 210, 213, 217
Adaptive Angle pitch, 18, 105, 134, 201, 209, actuator, 151
adjustment, 159, 161 217 input, 157
control, 5, 24–27, 134, 135, 140, ANN Compensating loop, 27, 145, 150,
149, 151, 157, 158 control, 118 160, 161
laws, 140 learning algorithm, 51, 217 Computational experiments, 5, 6,
problem, 23 model, 39, 154 107–109, 135, 147, 149,
schemes, 4, 26, 140, 147, 149, for aircraft motion, 103 152, 153, 157–160, 171,
153, 155, 160 for nonlinear dynamical 192, 201, 204, 210, 217,
systems, 26, 140, 154, 158 systems, 101 225
neural network control system, modeling, 3, 4, 35, 76, 80, 94, Continuous derivatives, 183–186
154, 157 133, 208 Continuous time derivatives, 183
systems, 6, 13, 21, 24, 27, 29, 139 modeling methods, 216 Control
Adjusting modules, 207, 209, 216, 217, actions, 2, 17, 24, 25, 27, 68, 73,
controller, 104, 106, 107 223–225 107, 154, 159, 161, 210,
effects, 25 outputs, 108 219
Aerodynamic characteristics, 3, 4, semiempirical, 4, 199–201, adaptive, 5, 24–27, 134, 135, 140,
12, 19, 71, 82, 208, 210, 208–210, 212, 217, 221, 149, 151, 157, 158
213, 215–217, 225 224, 225 aircraft, 11, 149
Aerodynamic forces, 4, 10, 12, 17, Antiaircraft missiles, 15, 23 algorithms, 2, 4, 24, 25, 139
199, 200, 208–210, 212, Artificial neural network (ANN), ANN, 118
216 3, 27, 35, 51, 102, 106, flight, 132
Aircraft 113, 216 goals adaptation, 22, 23
aerodynamic characteristics, Attack angle, 105, 109, 134, 135, horizon, 154, 155
199, 221 142, 151–154, 157, inputs, 63, 85
characteristics, 10 159–161, 200, 201, 204, law, 13, 21, 25, 117, 118, 120, 121,
control, 11 206, 208, 209, 218, 225 125, 139, 157–161

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