Abstract
In this work, how sampling can be instrumental for stabilizing nonlinear dynamics with delays is discussed through several approaches developed by the authors in a comparative perspective with respect to the existing literature. Performances and computational aspects are illustrated through academic examples.
L2S (CNRS and Université Paris-Sud) and DIAG (Università di Roma ‘La Sapienza’) with mobility support from the Université Franco-Italienne/Università Italo-Francese (UFI/UIF).
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Notes
- 1.
- 2.
\(L_f\) denotes the Lie derivative operator, \(L_f = \sum _{i= 1}^n f_i(\cdot )\frac{\partial }{\partial x_i}\). \(e^{L_f} \)(or \(e^f\), when no confusion arises) denotes the associated Lie series operator, \(e^{\mathrm {L}_f} := 1 + \sum _{i \ge 1}\frac{L_f^i}{i!}\).
- 3.
A function \(R(x,\delta )= O(\delta ^p)\) is said of order \(\delta ^p; p \ge 1\) if whenever it is defined it can be written as \(R(x, \delta ) = \delta ^{p-1}\tilde{R}(x, \delta )\) and there exist a function \({\theta \in \mathcal {K}_{\infty }}\) and \(\delta ^* >0\) s.t. \(\forall \delta \le \delta ^*\), \(| \tilde{R} (x, \delta )| \le \theta (\delta )\).
- 4.
\(\circ \) denotes the composition of operators and functions.
- 5.
Mappings and dynamics are parameterized by \(\delta \) as indicated with superscript \((\cdot )^{\delta }\).
References
Astolfi, A., Karagiannis, D., Ortega, R.: Nonlinear and Adaptive Control with Applications. Springer Publishing Company, Berlin (2008)
Astolfi, A., Ortega, R.: Immersion and invariance: a new tool for stabilization and adaptive control of nonlinear systems. IEEE Trans. Autom. Control 48(4), 590–606 (2003)
Bekiaris-Liberis, N., Krstic, M.: Compensation of state-dependent input delay for nonlinear system. IEEE Trans. Autom. Control 58(2), 275–289 (2013)
Califano, C., Marquez-Martinez, L., Moog, C.: Linearization of time-delay systems by input-output injection and output transformation. Automatica 49(6), 1932–1940 (2013)
Celsi, L., Bonghi, R., Monaco, S., Normand-Cyrot, D.: On the exact steering of finite sampled nonlinear dynamics with input delays. IFAC-PapersOnLine 48(11), 674–679 (2015)
Di Giamberardino, P., Monaco, S., Normand-Cyrot, D.: Why multirate sampling is instrumental for control design purpose: the example of the one-leg hopping robot. In: Proceedings of the 41st IEEE CDC, vol. 3, pp. 3249–3254 (2002)
Di Giamberardino, P., Monaco. S., Normand-Cyrot, D.: On equivalence and feedback equivalence to finitely computable sampled models. In: Proceedings of the 45th IEEE Conference on Decision and Control, pp. 5869–5874. https://doi.org/10.1109/CDC.2006.377699 (2006)
Fridman, E.: A refined input delay approach to sampled-data control. Automatica 46(2), 421–427 (2010)
Fridman, E.: Introduction to Time-Delay Systems: Analysis and Control. Systems & Control: Foundations & Applications (2014)
Karafyllis, I., Krstic, M.: Nonlinear stabilization under sampled and delayed measurements, and with inputs subject to delay and zero-order hold. IEEE Trans. Autom. Control 57(5), 1141–1154 (2012)
Karafyllis, I., Krstic, M.: Numerical schemes for nonlinear predictor feedback. Math. Control Signals Syst. 26, 519–546 (2014)
Krstic, M.: Delay Compensation for Nonlinear, Adaptive, and PDE Systems. Springer, Berlin (2009)
Krstic, M.: Input delay compensation for forward complete and strict-feedforward nonlinear systems. IEEE Trans. Autom. Control 55(2), 287–303 (2010)
Mattioni, M., Monaco, S., Normand-Cyrot, D.: Digital stabilization of strict feedback dynamics through immersion and invariance. In: Proceedings of the IFAC MICNON, pp. 1085–1090. St Petersbourg (2015)
Mattioni, M., Monaco, S., Normand Cyrot, D.: Sampled-data stabilisation of a class of state-delayed nonlinear dynamics. In: 54th IEEE Conference on Decision and Control (CDC), pp. 5695–5700 (2015)
Mattioni, M., Monaco, S., Normand-Cyrot, D.: Further results on sampled-data stabilization of time-delay systems. In: Proceedings of the 20th IFAC World Congress, pp. 14915–14920 (2017)
Mattioni, M., Monaco, S., Normand-Cyrot, D.: Immersion and invariance stabilization of strict-feedback dynamics under sampling. Automatica 76, 78–86 (2017)
Mattioni, M., Monaco, S., Normand-Cyrot, D.: Sampled-data reduction of nonlinear input-delayed dynamics. IEEE Control Syst. Lett. 1(1), 116–121 (2017)
Mazenc, F., Fridman, E.: Predictor-based sampled-data exponential stabilization through continuous-discrete observers. Automatica 63, 74–81 (2016)
Mazenc, F., Malisoff, M., Dinh, T.N.: Robustness of nonlinear systems with respect to delay and sampling of the controls. Automatica 49(6), 1925–1931 (2013)
Mazenc, F., Niculescu, S., Bekaik, M.: Backstepping for nonlinear systems with delay in the input revisited. SIAM J. Control Optim. 49(6), 2239–2262 (2011)
Mazenc, F., Normand-Cyrot, D.: Reduction model approach for linear systems with sampled delayed inputs. IEEE Trans. Autom. Control 58(5), 1263–1268 (2013)
Michiels, W., Niculescu, S.: Stability, Control, and Computation for Time-delay Systems: An Eigenvalue Based Approach. Advances in Design and Control. SIAM Society for Industrial and Applied Mathematics, Philadelphia (2014)
Monaco, S., Normand-Cyrot, D., Mattioni, M.: Sampled-data stabilization of nonlinear dynamics with input delays through immersion and invariance. IEEE Trans. Autom. Control 62(5), 2561–2567 (2016)
Monaco, S., Normand-Cyrot, D., Tanasa, V.: Digital stabilization of input delayed strict feedforward dynamics. In: Proceedings of the 51st IEEE-CDC, Maui, Hawaii, pp. 7535–7540 (2012)
Monaco, S., Normand-Cyrot, D., Tiefensee, F.: Sampled-data stabilization; a PBC approach. IEEE Trans. Autom. Control 56, 907–912 (2011)
Pepe, P.: Stabilization in the sample-and-hold sense of nonlinear retarded systems. SIAM J. Control Optim. 52(5), 3053–3077 (2014)
Pepe, P.: Robustification of nonlinear stabilizers in the sample-and-hold sense. J. Frankl. Inst. 352(10), 4107–4128 (2015)
Pepe, P., Fridman, E.: On global exponential stability preservation under sampling for globally lipschitz time-delay systems. Automatica 82(8), 295–300 (2017)
Respondek, W., Tall, I.: Feedback equivalence of nonlinear control systems: a survey on formal approaches, pp. 137–262. CRC Press, Boca Raton. https://doi.org/10.1201/9781420027853.ch4 (2005). Accessed from 18 Oct 2016
Tanasa, V., Monaco, S., Normand-Cyrot, D.: Digital stabilization of finite sampled nonlinear dynamics with delays: the unicycle example. In: Proceedings of the ECC’13, pp. 2591–2596 (2013)
Tanasa, V., Monaco, S., Normand-Cyrot, D.: Backstepping control under multi-rate sampling. IEEE Trans. Autom. Control 61(5), 1208–1222 (2016)
Yalcin, Y., Astolfi, A.: Immersion and invariance adaptive control for discrete time systems in strict feedback form. Syst. Control Lett. 61(12), 1132–1137 (2012)
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Monaco, S., Normand-Cyrot, D., Mattioni, M. (2019). Nonlinear Sampled-Data Stabilization with Delays. In: Valmorbida, G., Seuret, A., Boussaada, I., Sipahi, R. (eds) Delays and Interconnections: Methodology, Algorithms and Applications. Advances in Delays and Dynamics, vol 10. Springer, Cham. https://doi.org/10.1007/978-3-030-11554-8_19
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