2 citations · 5 across the 7 of their papers we have counts for
7 papers
EMGTTL: Transformers-Based Transfer Learning for Classification of ADL using Raw Surface EMG Signals
Ashraf Ali Kareemulla, Rakesh Kumar Sanodiya, Anish Chand Turlapaty +1
Surface Electromyography (sEMG) is widely studied for its applications in rehabilitation, prosthetics, robotic arm control, and human-machine interaction. However, classifying Acti…
IIDS: Design of Intelligent Intrusion Detection System for Internet-of-Things Applications
KG Raghavendra Narayan, Srijanee Mookherji, Vanga Odelu +3
With rapid technological growth, security attacks are drastically increasing. In many crucial Internet-of-Things (IoT) applications such as healthcare and defense, the early detect…
An Improved Compound Gaussian Model for Bivariate Surface EMG Signals Related to Strength Training
Durgesh Kusuru, Anish C. Turlapaty, Mainak Thakur
Recent literature suggests that the surface electromyography (sEMG) signals have non-stationary statistical characteristics specifically due to random nature of the covariance. Thu…
Analysis of LGM Model for sEMG Signals related to Weight Training
Durgesh Kusuru, Anish C. Turlapaty, Mainak Thakur
Statistical models of Surface electromyography (sEMG) signals have several applications such as better understanding of sEMG signal generation, improved pattern recognition based c…
EMAHA-DB1: A New Upper Limb sEMG Dataset for Classification of Activities of Daily Living
Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey +1
In this paper, we present electromyography analysis of human activity - database 1 (EMAHA-DB1), a novel dataset of multi-channel surface electromyography (sEMG) signals to evaluate…
A Laplacian Gaussian Mixture Model for Surface EMG Signals of Human Arm Activity
Durgesh Kusuru, Anish C. Turlapaty, Mainak Thakur
The probability density function (pdf) of surface Electromyography (sEMG) signals follows any one of the standalone standard distributions: the Gaussian or the Laplacian. Further,…
Feature Analysis for Classification of Physical Actions using surface EMG Data
Anish C. Turlapaty, Balakrishna Gokaraju
Based on recent health statistics, there are several thousands of people with limb disability and gait disorders that require a medical assistance. A robot assisted rehabilitation…