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Human lower limb activity recognition techniques, databases, challenges and its applications using sEMG signal: an overview
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 …
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
Diagnosis of mobility disorder has become increasingly important in recent years. This
paper investigates the feasibility of classifying six hand activities including two crucially …
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
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 …
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
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 …
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
Besides the real-time data acquired from intracranial electroencephalogram iEEG, an
algorithm that identifies key features is necessary for automated diagnoses of related …
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
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 …
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 …
avoided, which seriously interferes with extracting local damage feature peaks. This article …
Conformal Multiband Antenna for Wearable and Gesture Sensing Applications
Wireless body-centric communication technology has experienced substantial growth in the
wearable device industry, owing to the growing demand for remote health monitoring …
wearable device industry, owing to the growing demand for remote health monitoring …
Human action recognition using attention efficientnet
The integration of Human Activity Recognition (HAR) within automated residences and
surveillance systems has significantly elevated the significance of this field for advanced …
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
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 …
nearfield effect of a single antenna used as the noninvasive sensor capable of capturing …