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Dataset for “Combined model‑based and data‑driven approach for the control of a soft robotic neck”

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DataCite Commons2025-11-12 更新2026-04-25 收录
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https://edatos.consorciomadrono.es/citation?persistentId=doi:10.21950/4OQG8K
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资源简介:
This dataset supports the article titled *“Combined model‑based and data‑driven approach for the control of a soft robotic neck”*, published in *Robotics and Autonomous Systems* in 2025. The study investigates a hybrid control strategy that combines an analytical model of a soft robotic neck with a multilayer perceptron (MLP) neural network trained on experimental data. The goal is to minimize position errors while maintaining a hybrid solution that includes models trained using deep learning techniques, without discarding the purely analytical model of inverse kinematics for the soft robotic neck.
提供机构:
e-cienciaDatos
创建时间:
2025-10-01
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