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The use of deep learning to solve the inverse problem of ground penetrating radar and its application to potato farming (2024)
Thesis

This thesis reviews current analytical approaches to solving the inverse problem for Ground Penetrating Radar and then walks the reader through the creation of a 2D image creation method with the aim of demonstrating that the use of deep learning to... Read More about The use of deep learning to solve the inverse problem of ground penetrating radar and its application to potato farming.

3D Machine vision and deep learning for enabling automated and sustainable assistive physiotherapy (2024)
Presentation / Conference Contribution

The significant beneficial effects of physiotherapy as a treatment for a wide range of medical conditions, is well known. However, the challenge for already stressed healthcare systems to provide effective physiotherapy to an aging population, that h... Read More about 3D Machine vision and deep learning for enabling automated and sustainable assistive physiotherapy.

A novel decision-making architecture for human-robot collaboration: From mirror neurons to conflict-free interactions (2023)
Thesis

Inspired by the role of mirror neurons and the importance of predictions in joint action, a novel decision-making structure is proposed, designed and tested for both individual and dyadic action during real-world human-human and human-robot experimen... Read More about A novel decision-making architecture for human-robot collaboration: From mirror neurons to conflict-free interactions.

Comparative study of mechanical properties of limestone calcined clay cement, ordinary Portland cement, and pozzolana Portland cement (2023)
Presentation / Conference Contribution

Carbon emissions from cement manufacturing are reduced by partially replacing cement clinkers with supplementary cementitious materials (SCM). In this study, Limestone calcined clay cement (LC 3 ) was prepared by blending 50% of OPC-43 grade with 50%... Read More about Comparative study of mechanical properties of limestone calcined clay cement, ordinary Portland cement, and pozzolana Portland cement.

A bio-inspired multi-functional tendon-driven tactile sensor and application in obstacle avoidance using reinforcement learning (2023)
Journal Article

This paper presents a new bio-inspired tactile sensor that is multi-functional and has different sensitivity contact areas. The TacTop area is sensitive and is used for object classification when there is a direct contact. On the other hand, the TacS... Read More about A bio-inspired multi-functional tendon-driven tactile sensor and application in obstacle avoidance using reinforcement learning.

Distributed observer-based prescribed performance control for multi-robot deformable object cooperative teleoperation (2023)
Journal Article

In this paper, a distributed observer-based prescribed performance control method is proposed for using a multi-robot teleoperation system to manipulate a common deformable object. To achieve a stable position-tracking effect and realize the desired... Read More about Distributed observer-based prescribed performance control for multi-robot deformable object cooperative teleoperation.

Visual-tactile robot grasping based on human skill learning from demonstrations using a wearable parallel hand exoskeleton (2023)
Journal Article

The soft fingers and strategic grasping skills enable the human hands to grasp objects in a stable manner. This letter is to model human grasping skills and transfer the learned skills to robots to improve grasping quality and success rate. First, we... Read More about Visual-tactile robot grasping based on human skill learning from demonstrations using a wearable parallel hand exoskeleton.

Exploring multimodal gait rehabilitation and assistance through an adaptable robotic platform (2023)
Presentation / Conference Contribution

Lower-limb exoskeletons and smart walkers are robotic devices to assist patients in regaining their autonomy after a stroke. The integration of these devices enables gait rehabilitation and functional compensation, promoting natural over-ground walki... Read More about Exploring multimodal gait rehabilitation and assistance through an adaptable robotic platform.