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[HTML][HTML] Origami fabrication techniques for enhanced fiber reinforced composites: A review
M Kshirsagar, B Kandasubramanian - Hybrid Advances, 2024 - Elsevier
Origami-inspired fiber-reinforced composites exhibit inherent properties that showcase the
extraordinary response of reinforcing fibers to stimuli-induced folding. This paper delves into …
extraordinary response of reinforcing fibers to stimuli-induced folding. This paper delves into …
Deep Learning Methods in Soft Robotics: Architectures and Applications
T Čakurda, M Trojanová, P Pomin… - Advanced Intelligent …, 2024 - Wiley Online Library
The area of soft robotics has been subject to intense research efforts in the past two decades
and constitutes a paradigm for advanced machine design in future robotic applications …
and constitutes a paradigm for advanced machine design in future robotic applications …
An end-to-end dynamic posture perception method for soft actuators based on distributed thin flexible porous piezoresistive sensors
This paper proposes a method for accurate 3D posture sensing of the soft actuators, which
could be applied to the closed-loop control of soft robots. To achieve this, the method …
could be applied to the closed-loop control of soft robots. To achieve this, the method …
Sensorless Proprioception in Multi-DoF Dielectric Elastomer Soft Robots via System-Level Self-Sensing
J Prechtl, M Baltes, K Flaßkamp… - … /ASME Transactions on …, 2024 - ieeexplore.ieee.org
Proprioception in soft robots remains an ongoing challenge, owing to practical issues such
as tight sensor integration while maintaining mechanical compliance. Soft robots based on …
as tight sensor integration while maintaining mechanical compliance. Soft robots based on …
Drift‐Aware Feature Learning Based on Autoencoder Preprocessing for Soft Sensors
In this article, a novel approach is presented for drift‐aware feature learning aimed at
calibrating drift biases in soft sensors for long‐term use. The proposed method leverages an …
calibrating drift biases in soft sensors for long‐term use. The proposed method leverages an …
[HTML][HTML] Effects of slit edge notches on mechanical properties of 3D-printed PA12 nylon kirigami specimens
Kirigami structures, a Japanese paper-cutting art form, has been widely adopted in
engineering design, including robotics, biomedicine, energy harvesting, and sensing. This …
engineering design, including robotics, biomedicine, energy harvesting, and sensing. This …
Combating sensor drift with an lstm neural network enhanced by autoencoder preprocessing
This paper presents a novel approach to compensate for sensor long-term drift by combining
an autoencoder with a long short-term neural network (LSTM). Specifically, an autoencoder …
an autoencoder with a long short-term neural network (LSTM). Specifically, an autoencoder …
Finite element analysis, machine learning, and digital twins for soft robots: state-of-arts and perspectives
The current boom in soft robotics development has spurred extensive research into these
flexible, deformable, and adaptive robotic systems. However, the unique characteristics of …
flexible, deformable, and adaptive robotic systems. However, the unique characteristics of …
Communication energy analysis in soft robotic and artificial skin covered structures using modified X-Node WBAN network
MZ Iskandarani - IEEE Access, 2023 - ieeexplore.ieee.org
In this work, effect of using robotic materials on energy consumption is examined and
modelled as a function of path loss coefficient affecting communication paths between …
modelled as a function of path loss coefficient affecting communication paths between …
Nonlinear compensation of stretchable strain sensors with application to proprioceptive sensing of soft robotic arm
With advances in materials and manufacturing techniques, recent years have seen a
number of conductive composite materials that exhibit pronounced strain-dependent …
number of conductive composite materials that exhibit pronounced strain-dependent …