Adaptive neural controller implementation in Autonomous Mini Aircraft Quadrotor (AMAC-Q) for attitude control stabilization

This paper describes about adaptive neural controller (ANC) to stabilize an Autonomous Mini Aircraft Quadrotor (AMAC-Q) as Unmanned Aerial Vehicle (UAV) by using Model References Adaptive System (MRAS) as control scheme.

[1]  Desa Prof. Madya Hazry,et al.  Development of Flight Control Unit for semi autonomous AMAC-Q , 2010 .

[2]  Claire J. Tomlin,et al.  Quadrotor Helicopter Flight Dynamics and Control: Theory and Experiment , 2007 .

[3]  Desa Hazry,et al.  Study of control signal for Quadrotor UAV , 2009 .

[4]  Michael Negnevitsky,et al.  Artificial Intelligence: A Guide to Intelligent Systems , 2001 .

[5]  Mohd Yusoff Mashor Performance comparison between back propagation, RPE and MRPE algorithms for training MLP networks , 2000 .

[6]  Mahmood R. Azimi-Sadjadi,et al.  Fast learning process of multilayer neural networks using recursive least squares method , 1992, IEEE Trans. Signal Process..

[7]  Zhicheng Ji,et al.  Tracking Control of Mobile Robot Based on Neuro-Cascaded Approach , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[8]  Takeo Kanade,et al.  Attitude control optimization for a small-scale unmanned helicopter , 2000 .

[9]  Desa Hazry,et al.  Study of inertial measurement unit sensor , 2009 .

[10]  Max Q.-H. Meng,et al.  Neural dynamics based full-state tracking control of a mobile robot , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[11]  P. McKerrow Modelling the Draganflyer four-rotor helicopter , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[12]  Wei Wang,et al.  Neural Dynamics Based Tracking Control for Nonholonomic Mobile Robot , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[13]  Robin R. Murphy,et al.  Mobility and sensing demands in USAR , 2000, 2000 26th Annual Conference of the IEEE Industrial Electronics Society. IECON 2000. 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation. 21st Century Technologies.