An Experimental Study of Downwash Effects on a Continuum Manipulator Integrated with a Multirotor UAV

Abstract:Continuum arm aerial manipulation systems leverage soft-manipulator compliance and dexterity for tasks in confined or hazardous environments, but propeller downwash can degrade performance, particularly near walls and the ground. This effect remains uncharacterized for continuum manipulators. This letter experimentally studies downwash-induced kinematic deviations of a tendon-driven continuum manipulator integrated with a multirotor platform. Under still-air conditions, the CM is compared with a constant-curvature (CC) model. Downwash- induced end-effector pose deviations are then quantified relative to the mean still-air experimental baseline at four propeller throttle levels in free space, and at maximum throttle near a wall, and near the ground. Vertical position and yaw show the largest deviations and are amplified by ground effect. A CC-guided Gaussian process regression (GPR) residual model is learned from experimental data that improves forward pose prediction RMSE (position by 89-95%, orientation by 47-79%), and support compensation-oriented, downwash-aware modeling of continuum arm aerial manipulation systems.

Robotics (cs.RO)

arXiv:2608.18507 [cs.RO]

(or arXiv:2608.18507v1 [cs.RO] for this version)

https://doi.org/10.48550/arXiv.2608.18507 Focus to learn more arXiv-issued DOI via DataCite (pending registration)

IEEE Robotics and Automation Letters, vol. 11, no. 9, pp. 10704-10711, Sept. 2026

https://doi.org/10.1109/LRA.2026.3709580 Focus to learn more DOI(s) linking to related resources

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