101
Views
1
CrossRef citations to date
0
Altmetric
Articles

Line of sight controller tuning using Bayesian optimisation: application to a double stage stabilisation platform

, , , &
Pages 8-22 | Received 04 Oct 2017, Accepted 27 Oct 2018, Published online: 08 Nov 2018

References

  • Anderson, D. (2011). Evolutionary algorithms in airborne surveillance systems: Image enhancement via optimal sightline control. Journal of Mechanical Engineering Science, 225(10), 1097–1106.
  • Bect, J., & Vazquez, E. (2016). STK: A small (Matlab/Octave) toolbox for kriging. Retrieved from http://kriging.sourceforge.net
  • Benassi, R. (2013). Nouvel algorithme d'optimisation bayésien utilisant une approche Monte-Carlo séquentielle (Doctoral dissertation, Supélec).
  • Changhai, R., & Lining, S. (2005). Hysteresis and creep compensation for piezoelectric actuator in open-loop operation. Sensors and Actuators A: Physical, 122(1), 124–130. doi: 10.1016/j.sna.2005.03.056
  • Choi, G. S., Kim, H. S., & Choi, G. H. (1997). A study on position control of piezoelectric actuators. In Proceedings of the 1997 international symposium on industrial electronics, Guimaraes, Portugal (pp. 851–855). IEEE.
  • Croft, D., Shed, G., & Devasia, S. (2001). Creep, hysteresis, and vibration compensation for piezoactuators: atomic force microscopy application. Journal of Dynamic Systems, Measurement, and Control, 123(1), 35–43. doi: 10.1115/1.1341197
  • Debruin, J. (2008). Control systems for mobile Satcom antennas. IEEE Control Systems, 28(1), 86–101. doi: 10.1109/MCS.2007.910205
  • Eielsen, A. A., & Fleming, A. J. (2010). Passive shunt damping of a piezoelectric stack nanopositioner. In Proceedings of the 2010 American control conference, Baltimore, MD (pp. 4963–4968). IEEE.
  • Feyel, P. (2015). Optimisation de correcteurs par les métaheuristiques. Application à la stabilisation inertielle de ligne de visée (Doctoral dissertation, Supélec).
  • Frasnedo, S., Chapuis, C., Duc, G., Feyel, P., & Sandou, G. (2015). Optimization of Line of Sight controller based on high-level optronic criterion. In Proceedings of the 2015 workshop on advanced control navigation for autonomous aerospace vehicles, Sevilla, Spain (pp. 13–18). IFAC.
  • Ge, P., & Jouaneh, M. (1995). Modeling hysteresis in piezoceramic actuators. Precision Engineering, 17(3), 211–221. doi: 10.1016/0141-6359(95)00002-U
  • Ghaeminezhad, N., Daobo, W., & Farooq, F. (2014). Stabilizing a gimbal platform using self-tuning PID controller. International Journal of Computer Applications, 93(16), 13–19. doi: 10.5120/16298-6038
  • Glover, K., & McFarlane, D. (1989). Robust stabilization of normalized coprime factor plant descriptions with H∞-bounded uncertainty. IEEE Transactions on Automatic Control, 34(8), 821–830. doi: 10.1109/9.29424
  • Hilkert, J. M. (2008). Inertially stabilized platform technology, concepts and principles. IEEE Control Systems, 28(1), 26–46. doi: 10.1109/MCS.2007.910256
  • Holst, G. C. (2008). Electro-optical imaging system performance. Oviedo, FL: JCD Pub. and SPIE Optical Engineering Press.
  • Jones, D. R. (2001). A taxonomy of global optimization methods based on response surfaces. Journal of Global Optimization, 21(4), 345–383. doi: 10.1023/A:1012771025575
  • Jones, D. R., Schonlau, M., & Welch, W. J. (1998). Efficient global optimization of expensive black-box functions. Journal of Global Optimization, 13(4), 455–492. doi: 10.1023/A:1008306431147
  • Lin, C. J., & Yang, S. R. (2006). Precise positioning of piezo-actuated stages using hysteresis-observer based control. Mechatronics, 16(7), 417–426. doi: 10.1016/j.mechatronics.2006.03.005
  • Liu, X., Gutierrez, R. C., Leang, P. K., Mendez, J. A., Zaharia, C., Drimbarean, A. F., & Bigioi, P. G. (2015). MEMS-based optical image stabilization. U.S. Patent No 8,855,476. Washington, DC: US. Patent and Trademark Office.
  • Liu, Y. F., Li, J., Hu, X. H., Zhang, Z. M., Cheng, L., Lin, Y., & Zhang, W. J. (2015). Modeling and control of piezoelectric inertia-friction actuators: Review and future research directions. Mechanical Sciences, 6(2), 95–107. doi: 10.5194/ms-6-95-2015
  • Masten, M. K. (2008). Inertially stabilized platforms for optical imaging systems. Tracking dynamic targets with mobile sensors. IEEE Control Systems, 28(1), 47–64. doi: 10.1109/MCS.2007.910201
  • Olsson, H., Åström, K. J., DeWit, C. C., Gäfvert, M., & Lischinsky, P. (1998). Friction models and friction compensation. European Journal of Control, 4(3), 176–195. doi: 10.1016/S0947-3580(98)70113-X
  • Ouyang, P. R., Zhang, W. J., Gupta, M. M., & Zhao, W. (2007). Overview of the development of a visual based automated bio-micromanipulation system. Mechatronics, 17(10), 578–588. doi: 10.1016/j.mechatronics.2007.06.002
  • Pan, I., & Das, S. (2015). Kriging based surrogate modeling for fractional order control of microgrids. IEEE Transactions on Smart Grid, 6(1), 36–44. doi: 10.1109/TSG.2014.2336771
  • Pilz, J., & Spöck, G. (2008). Why do we need and how should we implement Bayesian kriging methods. Stochastic Environmental Research and Risk Assessment, 22(5), 621–632. doi: 10.1007/s00477-007-0165-7
  • Roshdy, A. A., Su, C., Mokbel, H. F., & Wang, T. (2012). Design a robust PI controller for line of sight stabilization system. International Journal of Modern Engineering Research, 2(2), 144–148.
  • Sandou, G. (2013). Metaheuristic optimization for the design of automatic control laws. Croydon: John Wiley & Sons.
  • Sofla, M. S., Rezaei, S. M., Zareinejad, M., & Saadat, M. (2010). Hysteresis-observer based robust tracking control of piezoelectric actuators. In Proceedings of the 2010 American control conference, Baltimore, MD (pp. 4187–4192). IEEE.
  • Xu, Q., & Li, Y. (2011). Modeling and control of rate-dependent hysteresis for a piezo-driven micropositioning stage. In Proceedings of the 2011 international conference on robotics and automation,  Shanghai, China (pp. 1670–1675). IEEE.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.