Outputs (23)

Dynamic movement primitives based cloud robotic skill learning for point and non-point obstacle avoidance (2021)
Journal Article
Lu, Z., & Wang, N. (2021). Dynamic movement primitives based cloud robotic skill learning for point and non-point obstacle avoidance. Assembly Automation, 41(3), 302-311. https://doi.org/10.1108/AA-11-2020-0168

Purpose: Dynamic movement primitives (DMPs) is a general robotic skill learning from demonstration method, but it is usually used for single robotic manipulation. For cloud-based robotic skill learning, the authors consider trajectories/skills change... Read More about Dynamic movement primitives based cloud robotic skill learning for point and non-point obstacle avoidance.

A constrained DMPs framework for robot skills learning and generalization from human demonstrations (2021)
Journal Article
Lu, Z., Wang, N., & Yang, C. (2021). A constrained DMPs framework for robot skills learning and generalization from human demonstrations. IEEE/ASME Transactions on Mechatronics, 26(6), 3265 - 3275. https://doi.org/10.1109/TMECH.2021.3057022

Dynamical movement primitives (DMPs) model is a useful tool for efficiently robotic learning manipulation skills from human demonstrations and then generalizing these skills to fulfill new tasks. It is improved and applied for the cases with multiple... Read More about A constrained DMPs framework for robot skills learning and generalization from human demonstrations.

Recent advances in robot-assisted echography: Combining perception, control and cognition (2020)
Journal Article
Lu, Z., Li, M., Annamalai, A., & Yang, C. (2020). Recent advances in robot-assisted echography: Combining perception, control and cognition. Cognitive Computation and Systems, 2(3), 85-92. https://doi.org/10.1049/ccs.2020.0015

Echography imaging is an important technique frequently used in medical diagnostics due to low-cost, non-ionising characteristics, and pragmatic convenience. Due to the shortage of skilful technicians and injuries of physicians sustained from diagnos... Read More about Recent advances in robot-assisted echography: Combining perception, control and cognition.