- EEG and Brain-Computer Interfaces
- Energy Harvesting in Wireless Networks
- Antenna Design and Analysis
- Sleep and Wakefulness Research
- Full-Duplex Wireless Communications
- Blind Source Separation Techniques
- ECG Monitoring and Analysis
- Wireless Communication Security Techniques
- Video Coding and Compression Technologies
- Advanced MIMO Systems Optimization
- Advanced Antenna and Metasurface Technologies
- Microwave Engineering and Waveguides
- Physical Unclonable Functions (PUFs) and Hardware Security
- COVID-19 diagnosis using AI
- Sleep and Work-Related Fatigue
- Sleep and related disorders
- Adversarial Robustness in Machine Learning
- Integrated Circuits and Semiconductor Failure Analysis
- Analog and Mixed-Signal Circuit Design
- Obstructive Sleep Apnea Research
- Face and Expression Recognition
- Advanced Data Compression Techniques
- Image Retrieval and Classification Techniques
- Antenna Design and Optimization
- AI in cancer detection
Visvesvaraya National Institute of Technology
2016-2025
Indian Institute of Information Technology, Nagpur
2018-2023
Datta Meghe Institute of Medical Sciences
2023
NKP Salve Institute of Medical Sciences and Lata Mangeshkar Hospital
2023
Indian Institute of Technology Bombay
2014-2015
Sanskriti Samvardhan Mandal
2011-2012
Abstract An early stage detection of Parkinson's disease (PD) is crucial for its appropriate treatment. The quality life degrades with the advancement disease. In this paper, we propose a natural (time) domain technique diagnosis PD. proposed eliminates need transformation signal to other domains by extracting feature electroencephalography signals in time domain. We hypothesize that two inter‐channel similarity features, correlation coefficients and linear predictive coefficients, are able...
Abstract Humans spend a significant portion of their time in the state sleep, and therefore one's’sleep health’ is an important indicator overall health individual. Non‐invasive methods such as electroencephalography (EEG) are used to evaluate ’sleep well associated disorders nocturnal front lobe epilepsy, insomnia, narcolepsy. A long‐duration repetitive activity, known cyclic alternating pattern (CAP), observed EEG waveforms which reflect cortical electrical activity during non‐rapid eye...
Abstract Dielectric resonator antennas (DRA) are advantageous due to their small size, high radiation efficiency, ease of excitation, and minimal metallic losses. Enhancing the gain DRA will make them suitable for a variety applications such as wireless communication technology. High-gain required overcome difficulties path loss. The researchers have presented numerous techniques, including stacked DRA, array, higher-order mode excitation enhancing gain. This article provides comprehensive...
ABSTRACT This article presents a novel circularly polarized stacked dielectric resonator antenna (DRA) featuring etched slots arranged in an L‐pattern within the ground plane. An analysis of current distribution on plane reveals that inclusion these results formation two distinct paths. This, turn, leads to measured resonances: one at 6.3 GHz corresponding fundamental mode, and another 7.8 higher order . The DRA is composed discs made material with = 9.8, separated by air gap. upper disc...
Ambient backscatter communication (AmBc) is a modern technique that permits smart devices to transfer data with the aid of ambient radio frequency (RF) radiation. This letter investigates issue eavesdropper (ED) attacks on multi-tag AmBc systems. In particular, we explore realistic scenario in which both reader and ED are motion analyze influence their system's secrecy performance when channel estimation imperfect. Specifically, an analytical expression outage probability (SOP) asymptotic...
Abstract A wideband circularly polarized (CP) stacked rectangular dielectric resonator antenna (RDRA) is proposed in this article. The 3 dB axial ratio (AR) and 10 impedance bandwidth overlap of more than 66% obtained. For increased bandwidth, the comprises two resonators separated by an air gap. upper layer rotated at relative to lower obtain orthogonal modes for CP Both layers have constant . rotation aids excitation , RDRA. higher‐order generate left‐hand circular polarization frequencies...
Ambient backscatter communication (AmBC) is a new technology that has emerged as potential option for Internet of Things (IoT) applications wherein the sensors and other miniature devices require low power communication. We proposed selection combining (SC) diversity scheme analyze outage performance AmBC system consisting moving reader <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$M$...
Sleep is an essential criterion for health. However, sleep disorders degrade the quality. Hence, to diagnose disorders, monitoring crucial. The cyclic alternating patterns (CAP) phases describe CAP detection a time-consuming, hectic, and uncertain process. Therefore, automatic of necessary. This study proposes hierarchical approach identify classify phases. Single-channel EEG recording provided by database has been utilized in this study. proposed classifies sequence into healthy or...
Thispaper reviews computational techniques to efficiently represent, analyse and visualise both shortterm long-term temporal variation in video image sequences. This paper reveals videos that are imperceptible the naked eye. The method takes a standard sequence as an input, applies spatial decomposition, followed by filtering frames which is called “Eulerian Video Magnification”. resulting signal then amplified reveal hidden information. Paper contains four are: 1.Linear approximation...
With the expanding usage of electronic devices such as smartphones and smartwatches in daily life, need for advanced Integrated Circuits (ICs) is also increasing. Corporations are compelled to outsource IC design production several third-party vendors keep up with demand. This has allowed adversaries make unauthorized modifications circuits. As a result, malicious have been able deploy Hardware Trojans (HTs), similar software viruses, they may cause data leakage circuit disruption. The...
In the performance evaluation of ambient backscatter communication (AmBC) system energy harvesting (EH) by passive tags has been mainly overlooked. This letter investigates impact EH on multi-tag AmBC considering non-linear along with time-selective fading conditions. Specifically, we derived a closed-form expression for outage probability and provide comparative analysis between dynamic reflection coefficient (RC) fixed RC. To gain additional insights, also explored asymptotic diversity...
Face recognition has been studied for many years in the context of biometrics and is one most successful applications image analysis understanding.Various methods, approaches algorithms human faces were proposed.In this paper, independent, comparative study conventional discrete wavelet transform (DWT), real dual-tree (R-DT-DWT), complex (C-DT-DWT) based features face carried out.In 2005, Delac et al. [26] presented an independent PCA, ICA, LDA on FERET data set where it was concluded that...