Ashwin Jayakumar

Mr. Ashwin Jayakumar

University of Extremadura, Badajoz, Extremadura, Spain
orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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6 June 2022 in Sensors
Verified
Journal Article
Open access
PDF file
DJDaniel Rodríguez Jorge
Daniel Rodríguez Jorge
JGJavier Bermejo García
Javier Bermejo García
AJAshwin Jayakumar
Ashwin Jayakumar
RMRafael Lorente Moreno
Rafael Lorente Moreno
RARafael Agujetas
Rafael Agujetas
Francisco RomeroFrancisco Romero
Francisco Romero
Soft exosuits stand out when it comes to the development of walking-assistance devices thanks to both their higher degree of wearability, lower weight, and price compared to the bulkier equivalent rigid exoskeletons. In cable-driven exosuits, the acting force is driven by cables from the actuation system to the anchor points; thus, the user’s movement is not restricted by a rigid structure. In this paper, a 3D inverse dynamics model is proposed and integrated with a model for a cable-driven actuation to predict the required motor torque and traction force in cables for a walking-assistance exosuit during gait. Joint torques are to be shared between the user and the exosuit for different design configurations, focusing on both hip and ankle assistance. The model is expected to guide the design of the exosuit regarding aspects such as the location of the anchor points, the cable system design, and the actuation units. An inverse dynamics analysis is performed using gait kinematic data from a public dataset to predict the cable forces and position of the exosuit during gait. The obtained joint reactions and cable forces are compared with those in the literature, and prove the model to be accurate and ready to be implemented in an exosuit control scheme. The results obtained in this study are similar to those found in the literature regarding the walking study itself as well as the forces under which cables operate during gait and the cable position cycle.

27 December 2022 in Sensors
Verified
Journal Article
Open access
PDF file
JGJavier Bermejo García
Javier Bermejo García
DJDaniel Rodríguez Jorge
Daniel Rodríguez Jorge
Francisco RomeroFrancisco Romero
Francisco Romero
AJAshwin Jayakumar
Ashwin Jayakumar
FAFrancisco Javier Alonso-Sánchez
Francisco Javier Alonso-Sánchez
Older adults (aged 55 years and above) have greater difficulty carrying out activities of daily living than younger adults (aged 25–55 years). Although age-related changes in human gait kinetics are well documented in qualitative terms in the scientific literature, these differences may be quantified and analyzed using the analysis of motor control strategies through kinetic synergies. The gaits of two groups of people (older and younger adults), each with ten members, were analyzed on a treadmill at a constant controlled speed and their gait kinetics were recorded. The decomposition of the kinetics into synergies was applied to the joint torques at the hip, knee, and ankle joints. Principal components determined the similarity of the kinetic torques in the three joints analyzed and the effect of the walking speed on the coordination pattern. A total of three principal components were required to describe enough information with minimal loss. The results suggest that the older group showed a change in coordination strategy compared to that of the younger group. The main changes were related to the ankle and hip torques, both showing significant differences (p-value <0.05) between the two groups. The findings suggest that the differences between the gait patterns of the two groups were closely related to a reduction in ankle torque and an increase in hip torque. This change in gait pattern may affect the rehabilitation strategy used when designing general-purpose rehabilitation devices or rehabilitation/training programs for the elderly.

12 May 2023 in Sensors
Verified
Journal Article
Open access
PDF file
AJAshwin Jayakumar
Ashwin Jayakumar
DJDaniel Rodríguez Jorge
Daniel Rodríguez Jorge
JGJavier Bermejo García
Javier Bermejo García
RARafael Agujetas
Rafael Agujetas
Francisco RomeroFrancisco Romero
Francisco Romero
Ageing results in the eventual loss of muscle mass and strength, joint problems, and overall slowing of movements, with a greater risk of suffering falls or other such accidents. The use of gait assistance exoskeletons can help in the active aging of this segment of the population. Given the user specificity of the mechanics and control these devices need, the facility used to test different design parameters is indispensable. This work deals with the modeling and construction of a modular test bench and prototype exosuit to test different mounting and control schemes for a cable-driven exoskeleton or exosuit. The test bench allows the experimental implementation of postural or kinematic synergies to assist multiple joints by using only one actuator and the optimization of the control scheme to better adapt to the characteristics of the specific patient. The design is open to the research community and it is expected to improve the design of cable-driven systems for exosuits.

28 July 2023 in Actuators
Verified
Journal Article
Open access
PDF file
AJAshwin Jayakumar
Ashwin Jayakumar
JGJavier Bermejo García
Javier Bermejo García
DJDaniel Rodríguez Jorge
Daniel Rodríguez Jorge
RARafael Agujetas
Rafael Agujetas
Francisco RomeroFrancisco Romero
Francisco Romero
FAFrancisco Javier Alonso-Sánchez
Francisco Javier Alonso-Sánchez
With ever-rising population comes a corresponding rise in people with mobility issues who have difficulty handling tasks in their daily lives. Such persons could benefit significantly from an active movement assistance device. This paper presents the design of a lower-limb exosuit designed to provide the wearer with useful gait assistance. While exoskeletons have existed for a while, soft exoskeletons or exosuits are relatively new. One challenge in the design of a gait-assistance device is the reduction of device weight. In order to facilitate this, the concept of kinematic synergies is implemented to reduce the number of actuators. In this prototype, the exosuit can actuate the hip, ankle, and knee of both legs using just one single motor, and a transmission system consisting of gears and clutches. The implementation of these synergies and their advantages are detailed in this paper, as well as preliminary tests to assess performance. This was performed by testing the exosuit worn by a subject on a treadmill while taking EMG readings and measuring cable tension produced. Significant reductions by up to 35% in certain muscle activations were observed, demonstrating the validity of this prototype for gait assistance.

3 August 2023
Verified
Book Chapter
Open access
PDF file
JGJavier Bermejo García
Javier Bermejo García
DJDaniel Rodríguez Jorge
Daniel Rodríguez Jorge
AJAshwin Jayakumar
Ashwin Jayakumar
RARafael Agujetas
Rafael Agujetas
Francisco RomeroFrancisco Romero
Francisco Romero
FAFrancisco Javier Alonso-Sánchez
Francisco Javier Alonso-Sánchez
This study aims to evaluate the modifications that occur in the neuromuscular system during a walking assistance device through a wearable exoskeleton or exosuit. We propose to study the muscle activations and forces obtained by inverse dynamic analysis at different levels of exosuit actuation and anchor points, with the aim of obtaining an actuation map that will allow us to optimize both the design and the actuation of the exosuit. In addition, metabolic probes were calculated to estimate the influence of the exosuit on energy consumption. The results suggest a reduction in the muscle activations and forces exerted by the hamstring muscles of the actuated leg, especially the semitendinosus muscle and biceps femoris, compared to a non-actuated gait. In contrast, the muscle strength of the other muscles remains unchanged. Our results suggest that the configuration at 70% of femur length shows better results in reducing metabolic cost compared to the other configurations.

3 August 2023
Verified
Book Chapter
Open access
PDF file
AJAshwin Jayakumar
Ashwin Jayakumar
DJDaniel Rodríguez Jorge
Daniel Rodríguez Jorge
JGJavier Bermejo García
Javier Bermejo García
RARafael Agujetas
Rafael Agujetas
FAFrancisco Javier Alonso-Sánchez
Francisco Javier Alonso-Sánchez
In their survey dated 2019, the UN predicts that the population above the age of 65 will increase from 9%, to 16% by the year 2050 [1]. Ageing results in the eventual loss of muscle mass and strength, joint problems and overall slowing of movements with a greater risk of suffering falls or other such accidents. Gait assist exoskeletons can help promote active ageing in this segment of the population. Since these devices are user specific in terms of the mechanics and control required, the facility to test different parameters becomes indispensable. This work details the design and construction of a modular test bench to implement synergies in an exosuit using motors and cables, and the optimization of the control scheme to better adapt it to specific patients.