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Joint State-Parameter Observer-Based Robust Control of a UAV for Heavy Load Transportation

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Synergetic Cooperation Between Robots and Humans (CLAWAR 2023)

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Abstract

Special Session: Hybrid and Convertible Unmanned Aerial Vehicles. This paper proposes a joint state-parameter observer-based controller for trajectory tracking of an octocopter unmanned aerial vehicle (OUAV), for transportation of a heavy load with unknown mass and size. The multi-body dynamic model of the OUAV with a rigidly attached load is obtained, effectively considering the effects of the load parameters into the dynamics of the system. A robust nonlinear \(\mathcal {W}_\infty \) control strategy is designed for optimal trajectory tracking of the OUAV, with information of the states and load parameters provided by a joint estimation unscented Kalman filter. The effectiveness of the proposed strategy is corroborated by numerical results.

This work was in part supported by the project INCT (National Institute of Science and Technology) for Cooperative Autonomous Systems Applied to Security and Environment under the grants CNPq 465755/2014-3 and FAPESP 2014/50851-0, and by the Brazilian agencies CAPES under the grant numbers 88887.136349/2017-00 and 001, CNPq under the grant 315695/2020-0, FAPEMIG under the grant APQ-03090-17, and FAPESP under the grant 2022/05052-8.

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Notes

  1. 1.

    Throughout the manuscript, some function dependencies are omitted. Moreover, \({\boldsymbol{I}}\) and \({\boldsymbol{0}}\) are identity and zero matrices, respectively, with appropriate dimensions; \(||\boldsymbol{z}(t)||_{\mathcal {W}_{\kappa ,p,\boldsymbol{\Gamma }}} \triangleq \big (\textstyle \sum _{\alpha = 0}^{\kappa } ||{d^{\alpha }\boldsymbol{z}(t)}/{dt^{\alpha }}||_{\mathcal {L}_p,\boldsymbol{\Gamma }_\alpha }^p\big )^{{1}/{p}}\), with \(\boldsymbol{\Gamma } \triangleq \{\boldsymbol{\Gamma }_0, ..., \boldsymbol{\Gamma }_\kappa \}\), where \(p \in \mathbb {N}\cup \{\infty \}\), \(\kappa \in \mathbb {N}\cup \{0\}\) and \(||\boldsymbol{z}(t)||_{\mathcal {L}_p,\boldsymbol{\Gamma }_\alpha } \triangleq \big (\int _{0}^{\infty } ||\boldsymbol{\Gamma }_\alpha ^{1/p}\boldsymbol{z}(t)||_p^p~dt\big )^{\frac{1}{p}}\), in which \(\boldsymbol{\Gamma }_\alpha > 0\); and \(\partial _{{t}}{V} \triangleq \partial V /\partial t\), \(\partial _{{\boldsymbol{\chi }}}{V} \triangleq \partial V /\partial \boldsymbol{\chi }\).

References

  1. Bernard, M., Kondak, K., Maza, I., Ollero, A.: Autonomous transportation and deployment with aerial robots for search and rescue missions. J. Field Robot. 28(6), 914–931 (2011)

    Article  Google Scholar 

  2. Bisgaard, M.: Modeling, Estimation and Control of Helicopter Slung Load System. Ph.D. thesis, Aalborg University (2008)

    Google Scholar 

  3. Bisgaard, M., Cour-Harbo, A. l., Bendtsen, J. D.: Adaptive control system for autonomous helicopter slung load operations. Control Eng. Pract. 18(7), 800–811 (2010)

    Google Scholar 

  4. Cardoso, D.N., Esteban, S.R., Raffo, G.V.: A robust optimal control approach in the weighted sobolev space for underactuated mechanical systems. Automatica 125, 1–11 (2021)

    Article  MathSciNet  Google Scholar 

  5. Gajbhiye, S., Cabecinhas, D., Silvestre, C., Cunha, R.: Geometric finite-time inner-outer loop trajectory tracking control strategy for quadrotor slung-load transportation. Nonlinear Dyn. 107(3), 2291–2308 (2022)

    Article  Google Scholar 

  6. Juiler, S., Uhlmann, J., Durrant-Whyte, H.F.: A new method for the nonlinear transformations of means and covariances in filters and estimations. IEEE Trans. Autom. Control 45(3), 477–482 (2000)

    Article  Google Scholar 

  7. Palunko, I., Faust, A., Cruz, P., Tapia, L., Fierro, R.: A reinforcement learning approach towards autonomous suspended load manipulation using aerial robots. In: Proceedings of of the IEEE ICRA, pp. 4881–4886 (2013)

    Google Scholar 

  8. Prka\(\check{\text{c}}\)in, V., Palunko, I., Petrović, I.: State and parameter estimation of suspended load using quadrotor onboard sensors. In: Proceedings of the IEEE 2020 ICUAS, pp. 958–967 (2020)

    Google Scholar 

  9. Spong, M.W., Hutchinson, S., Vidyasagar, M., et al.: Robot Modeling and Control, vol. 3. Wiley, New York (2006)

    Google Scholar 

  10. Sreenath, K., Lee, T., Kumar, V.: Geometric control and differential flatness of a quadrotor UAV with a cable-suspended load. In: Proceedings of the 52nd IEEE CDC, pp. 2269–2274 (2013)

    Google Scholar 

  11. Wang, F., Liu, P., Zhao, S., Chen, B.M., Phang, S.K., Lai, S., Lee, T.H., Cai, C.: Guidance, navigation and control of an unmanned helicopter for automatic cargo transportation. In: Proceedings of the IEEE 33rd CCC, pp. 1013–1020 (2014)

    Google Scholar 

  12. Yu, G., Cabecinhas, D., Cunha, R., Silvestre, C.: Adaptive control with unknown mass estimation for a quadrotor-slung-load system. ISA Trans. 133, 412–423 (2023)

    Article  Google Scholar 

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Correspondence to Brenner S. Rego .

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Rego, B.S., Cardoso, D.N., Terra, M.H., Raffo, G.V. (2024). Joint State-Parameter Observer-Based Robust Control of a UAV for Heavy Load Transportation. In: Youssef, E.S.E., Tokhi, M.O., Silva, M.F., Rincon, L.M. (eds) Synergetic Cooperation Between Robots and Humans. CLAWAR 2023. Lecture Notes in Networks and Systems, vol 810. Springer, Cham. https://doi.org/10.1007/978-3-031-47269-5_17

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