Evolutionary developments of today's remote sensing radar technology—right from the telemobiloscope: a review

SS Kari, AAB Raj - IEEE Geoscience and Remote Sensing …, 2023 - ieeexplore.ieee.org
Today, remote sensing systems/technologies are one of the most essential requirements for
civil and military sectors for various applications. This review article discusses the …

DIAT-RadSATNet—A novel lightweight DCNN architecture for micro-Doppler-based small unmanned aerial vehicle (SUAV) targets' detection and classification

HC Kumawat, M Chakraborty… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the smaller size, low cost, and easy operational features, small unmanned aerial
vehicles (SUAVs) become more popular for various defense as well as civil applications …

Application of DNN for radar micro-doppler signature-based human suspicious activity recognition

M Chakraborty, HC Kumawat, SV Dhavale - Pattern Recognition Letters, 2022 - Elsevier
The non-availability of open-source datasets covering various human suspicious activities
and well-trained deep learning (DL) architecture limits the effective utilization of DL network …

Transformer-based deep reverse attention network for multi-sensory human activity recognition

R Pramanik, R Sikdar, R Sarkar - Engineering Applications of Artificial …, 2023 - Elsevier
In today's era, one of the important applications of Artificial Intelligence (AI) is Human Activity
Recognition (HAR). It has a wide range of applicability in health monitoring for patients with …

Spectrum localization and hough transform-based β tuning for LSS targets' accurate micro-Doppler imaging system

HC Kumawat, P Samczyński - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this work, we present the accurate micro-Doppler (mD) imaging of behaviors of
simultaneous operation of multiple low-altitude, smaller size, and slowly flying (LSS) targets …

Photonics radar based LSS targets' postures' mD and cadence frequency imaging using empirical wavelet transform technique

N Akhter, AAB Raj, K Prabu - The Imaging Science Journal, 2024 - Taylor & Francis
Developing a photonics radar to detect the combined multiple simultaneous-
behaviours/postures of low-slow-small (LSS) aerial targets and appropriately extracting their …

Capsule network with multiscale feature fusion for hidden human activity classification

X Wang, Y Wang, S Guo, L Kong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article considers the problem of human activity classification behind the walls using
ultrawideband (UWB) radar. The complex-valued multiscale feature fusion capsule network …

GAN-based radar spectrogram augmentation via diversity injection strategy

Y Yang, Y Zhang, Y Lang, B Li, S Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The classification of human activity using radar has gained considerable attention in recent
years because of the radar sensor's resistance to harsh settings. However, when using …

Development of RF-photonic system for automatic targets' nonlinear rotational/flapping/gliding signatures imaging applications

N Akhter, HC Kumawat… - Journal of Circuits …, 2023 - World Scientific
Nowadays, developing the radio frequency (RF)-photonic sensors suitable for several
Defence and civil applications is emerging due to its various unique advantages. In today's …

Fall detection based on parallel 2DCNN-CBAM with radar multidomain representations

J He, Z Ren, W Zhang, Y Jia, S Guo… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
With the rapid development of population aging, fall detection based on the radar manifests
great application value in the field of medicine and health. Focusing on the problem of the …