Human lower limb activity recognition techniques, databases, challenges and its applications using sEMG signal: an overview

A Vijayvargiya, B Singh, R Kumar… - Biomedical Engineering …, 2022 - Springer
Human lower limb activity recognition (HLLAR) has grown in popularity over the last decade
mainly because to its applications in the identification and control of neuromuscular …

Hand activity classification based on perturbed nearfield radiation and augmented impedance of a wearable textile antenna

S Ghosh, B Basu, A Nandi, M Das - Expert Systems with Applications, 2024 - Elsevier
Diagnosis of mobility disorder has become increasingly important in recent years. This
paper investigates the feasibility of classifying six hand activities including two crucially …

Antenna for automated classification of mouth/neck activities using convolutional neural networks and smoothed time–frequency representations

S Ghosh, B Basu, A Nandi, M Das - Measurement, 2025 - Elsevier
Recognizing complicated motions of the mouth and neck, including eating, coughing,
breathing, etc, is vital for health monitoring and disease diagnosis. This study provides two …

Classification of induction motor fault and imbalance based on vibration signal using single antenna's reactive near field

S Dutta, B Basu, FA Talukdar - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Early fault diagnosis is imperative for the proper functioning of rotating machines. It can
reduce economic losses in the industry due to unexpected failures. Existing fault analysis …

A novel wavelet approach for multiclass iEEG signal classification in automated diagnosis of epilepsy

N Rafiuddin, YU Khan, O Farooq - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Besides the real-time data acquired from intracranial electroencephalogram iEEG, an
algorithm that identifies key features is necessary for automated diagnoses of related …

Classification of motor faults based on transmission coefficient and reflection coefficient of omni-directional antenna using DCNN

S Dutta, B Basu, FA Talukdar - Expert Systems with Applications, 2022 - Elsevier
The most commonly used electrical rotary machines in the field are induction machines. In
this paper, we propose an antenna based approach for the classification of motor faults in …

Improved reconstruction of magnetic flux leakage signal from wire rope damage using novel smooth function and feature peak compensation

L Yang, M Fan, B Cao, F Sun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In magnetic flux leakage (MFL) detection of wire ropes (WRs), strand noise cannot be
avoided, which seriously interferes with extracting local damage feature peaks. This article …

Conformal Multiband Antenna for Wearable and Gesture Sensing Applications

D Ghosh, A Nandi, U Chakraborty, B Basu… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Wireless body-centric communication technology has experienced substantial growth in the
wearable device industry, owing to the growing demand for remote health monitoring …

Human action recognition using attention efficientnet

B Karsh, RH Laskar, RK Karsh - 2023 6th International …, 2023 - ieeexplore.ieee.org
The integration of Human Activity Recognition (HAR) within automated residences and
surveillance systems has significantly elevated the significance of this field for advanced …

Nearfield for classification of Mouth-Neck Activities Based on Wavelet Filtering and Gabor Transformation using DCNN

S Ghosh, B Basu, A Nandi, M Das - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
This article proposes a novel method for detecting human mouth-neck activities using the
nearfield effect of a single antenna used as the noninvasive sensor capable of capturing …