IEEE - Aerospace and Electronic Systems - April 2023 - 42

Neural Network-Based Controller for Terminal Guidance Applied in Short-Range Rockets
[5] M. A. Creagh and D. J. Mee, " Attitude guidance for
spinning vehicles with independent pitch and yaw
control, " J. Guid., Control, Dyn., vol. 33, no. 3,
pp. 915-922, 2010.
[6] R. de Celis and L. Cadarso, " Spot-centroid determination
algorithms in semiactive laser photodiodes for artillery
applications, " J. Sensors, vol. 2019, Art. no. 7938415,
pp. 1-12, 2019.
[7] R. de Celis and L. Cadarso, " Development of a neural network-based
controller for short-range rockets, " in Proc.
Winter Simul. Conf., 2021, pp. 1-12.
[8] R. de Celis, L. Cadarso, and J. Sanchez, " Guidance and
control for high dynamic rotating artillery rockets, "
Aerosp.Sci.Technol., vol. 64, pp. 204-212, 2017.
[9] R. de Celis, P. S. Lopez, and L. Cadarso, " Sensor hybridization
using neural networks for rocket terminal
guidance, " Aerosp. Sci. Technol., vol. 111, 2021,
Art. no. 106527.
[10] G. Hardier, G. Ferreres, and M. Sato, " On-line parameter
estimation for indirect adaptive flight control: A practical
evaluation of several techniques, " in Proc. IEEE Conf.
Control Technol. Appl., 2020, pp. 180-187.
[11] G. Hu, W. Wang, Y. Zhong, B. Gao, and C. Gu, " A new
direct filtering approach to INS/GNSS integration, "
Aerosp.Sci.Technol., vol. 77, pp. 755-764, 2018.
[12] J. M. Igreja and J. M. Lemos, " Oracle for guidance with deep
neural networks in reusable launch vehicle landing, " in Proc.
Int. Conf. Control,Automat. Diagnosis, 2022, pp. 1-6.
[13] D. Izzo and E. €Ozt€urk, " Real-time guidance for low-thrust
transfers using deep neural networks, " J. Guid., Control,
Dyn., vol. 44, no. 2, pp. 315-327, 2021.
[14] N. Lechevin and C. A. Rabbath, " Robust discrete-time
proportional-derivative navigation guidance, " J. Guid.,
Control, Dyn., vol. 35, no. 3, pp. 1007-1013, 2012.
[15] R. F. Lieske and M. L. Reiter, " Equations of motion for a
modified point mass trajectory, " Army Ballistic Res. Lab
Aberdeen Proving Ground Md, Tech. Rep., pp. 1-24, 1966.
[16] D. J. C. MacKay, " Bayesian interpolation, " Neural Comput.,
vol. 4, no. 3, pp. 415-447, 1992.
[17] M. F. Mehrjardi, H. Sanusi, M. A. M. Ali, and M. Abdullah,
" Integrated attitude-orbit dynamics and control of
spacecraft systems: State of the art and future trends, "
IEEE Aerosp. Electron. Syst. Mag., vol. 33, no. 7, pp. 60-
71, Jul. 2018.
[18] M. F. Møller, " A scaled conjugate gradient algorithm for
fast supervised learning, " Neural Netw., vol. 6, no. 4,
pp. 525-533, 1993.
[19] J. J. More, " The Levenberg-Marquardt Algorithm: Implementation
and Theory, " in Numerical Analysis. Berlin,
Heidelberg: Springer, 1978, pp. 105-116.
[20] N. A. Nasrudin, J. Jewaratnam, M. A. Hossain, and P. B.
Ganeson, " Performance comparison of feedforward neural
network training algorithms in modelling microwave
pyrolysis of oil palm fibre for hydrogen and biochar
production, " Asia-Pacific J. Chem. Eng., vol. 15, no. 1,
2020, Art. no. e2388.
[21] S. Theodoulis, V. Gassmann, P. Wernert, L. Dritsas, I. Kitsios,
and A. Tzes, " Guidance and control design for a class
of spin-stabilized fin-controlled projectiles, " J. Guid., Control,
Dyn., vol. 36, no. 2, pp. 517-531, 2013.
[22] X. Wang et al., " An online generation method of ascent
trajectory based on feedforward neural networks, " Aerosp.
Sci. Technol., vol. 128, 2022, Art. no. 107739.
[23] J. Wendel, O. Meister, C. Schlaile, and G. F. Trommer,
" An integrated GPS/MEMS-IMU navigation system for an
autonomous helicopter, " Aerosp.Sci.Technol., vol. 10,
no. 6, pp. 527-533, 2006.
[24] J.-Y. Yu, Y.-A. Zhang, and W.-J. Gu, " An approach to
integrated guidance/autopilot design for missiles based on
terminal sliding mode control, " in Proc. IEEE Int. Conf.
Mach. Learn. Cybern., 2004, pp. 610-615.
[25] G. Zhang and L.-T. Hsu, " Intelligent GNSS/INS integrated
navigation system for a commercial UAV flight control
system, " Aerosp. Sci. Technol., vol. 80, pp. 368-380, 2018.
42
IEEE A&E SYSTEMS MAGAZINE
APRIL 2023
IEEE - Aerospace and Electronic Systems - April 2023

Table of Contents for the Digital Edition of IEEE - Aerospace and Electronic Systems - April 2023
