activity
20222025
most citedBabyNet: A Lightweight Network for Infant Reaching Action Recognition in Unconstrained Environments to Support Future Pediatric Rehabilitation Applications

13 citations · 13 across the 7 of their papers we have counts for

collaborators

7 papers

cs.RO2025

Analysis of Forces Exerted by Shoulder and Elbow Fabric-based Pneumatic Actuators for Pediatric Exosuits

Mehrnoosh Ayazi, Ipsita Sahin, Caio Mucchiani +2

To enhance pediatric exosuit design, it is crucial to assess the actuator-generated forces. This work evaluates the contact forces exerted by soft fabric-based pneumatic actuators…

cs.RO2024

Force Profiling of a Shoulder Bidirectional Fabric-based Pneumatic Actuator for a Pediatric Exosuit

Mehrnoosh Ayazi, Ipsita Sahin, Caio Mucchiani +2

This paper presents a comprehensive analysis of the contact force profile of a single-cell bidirectional soft pneumatic actuator, specifically designed to aid in the abduction and…

cs.RO2023

Robust Generalized Proportional Integral Control for Trajectory Tracking of Soft Actuators in a Pediatric Wearable Assistive Device

Caio Mucchiani, Zhichao Liu, Ipsita Sahin +2

Soft robotics hold promise in the development of safe yet powered assistive wearable devices for infants. Key to this is the development of closed-loop controllers that can help re…

cs.RO2023

A Fabric-based Pneumatic Actuator for the Infant Elbow: Design and Comparative Kinematic Analysis

Ipsita Sahin, Mehrnoosh Ayazi, Caio Mucchiani +3

This paper focuses on the design and systematic evaluation of fabric-based, bellow-type soft pneumatic actuators to assist with flexion and extension of the elbow, intended for use…

cs.CV2022★ 13 cited

BabyNet: A Lightweight Network for Infant Reaching Action Recognition in Unconstrained Environments to Support Future Pediatric Rehabilitation Applications

Amel Dechemi, Vikarn Bhakri, Ipsita Sahin +6

Action recognition is an important component to improve autonomy of physical rehabilitation devices, such as wearable robotic exoskeletons. Existing human action recognition algori…

cs.RO2022

A Bidirectional Fabric-based Pneumatic Actuator for the Infant Shoulder: Design and Comparative Kinematic Analysis

Ipsita Sahin, Jared Dube, Caio Mucchiani +2

This paper presents the design and assessment of a fabric-based soft pneumatic actuator with low pressurization requirements for actuation making it suitable for upper extremity as…

cs.RO2022

Closed-loop Position Control of a Pediatric Soft Robotic Wearable Device for Upper Extremity Assistance

Caio Mucchiani, Zhichao Liu, Ipsita Sahin +4

This work focuses on closed-loop control based on proprioceptive feedback for a pneumatically-actuated soft wearable device aimed at future support of infant reaching tasks. The de…