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Profile Summary

Name : Dr. Pushpendra Singh
Designation : Assistant Professor
Department : Electronics & Communication Engineering
Qualification : PhD (IIT Delhi), MTech (IIT Kanpur), BE (Hons, GEC Rewa)
Phone : 8076508761
Email ID : spushp@nith.ac.in
Profile URL : https://portfolios.nith.ac.in/index.php?/nith/dr-pushpendra-singh
Date of Birth : 07-08-1977
Joining Date : 06-03-2019

Specialization

Data/Signal Modeling, Simulation & Analysis; Machine learning, deep learning and AI; Image processing; Time-frequency analysis; Signal processing; Communication; Signal Processing Applications; Biomedical Signal Processing; Nonlinear and non-stationary data analysis; Numerical methods

Other Profile Links

Research Gate Link :
Personal Teaching Link :
Google Scholar Link :

Educational Qualification

Name of the Degree Year of Passing Institute/University
PhD 2016 IIT Delhi
M.Tech. 2003 IIT Kanpur
BE (Hons.) 2000 Government Engineering College Rewa (MP)

Teaching Experience

Position Held Department And Organization From To Total Experience

Administrative Experience

Position Held Department And Organization From To

Research Experience

Research Interests : Data/Signal/Time-series modeling, simulation and analysis; COVID-19 modeling and prediction; Machine learning; Deep learning and AI; Signal processing; Image processing; Time-frequency analysis; Biomedical Signal Processing; Nonlinear and nonstationary data analysis; Numerical methods; Signal Processing Applications
Brief Research Profile : Dr. Singh currently works at Department of ECE, National Institute of Technology Hamirpur. He does research in Analysis and Applied Mathematics; Fourier theory and zero-phase filtering based Fourier Decomposition Method (FDM) for adaptive signal decomposition, representation and analysis; biomedical signal processing; time-series and other data such as COVID-19 modeling, prediction and analysis. He is currently working on a research 'Time-Frequency Analysis and Applications'
Research Projects
Role Project Type Title Funding Agency From To Amount Status Co-Investigator Sanction Order Sanction Date

Journal Publications

Year Journal Author(s) Publication Indexing
2019 Circuits, Systems and Signal Processing Singh P., Joshi S.D. Some studies on multidimensional Fourier theory for Hilbert transform, analytic signal and AM-FM representation, pp. 1--28; https://doi.org/10.1007/s00034-019-01133-x SCI
2018 Royal Society Open Science Singh P. Novel Fourier Quadrature Transforms and Analytic Signal Representations for Nonlinear and Non-stationary Time Series Analysis, R. Soc. open sci. 5: 181131, pp. 1--26 SCI
2018 IEEE Transactions on Neural Systems & Rehabilitation Engineering Gupta A., Singh P., Karlekar M. A novel Signal Modeling Approach for Classification of Seizure and Seizure-free EEG Signals, vol. 26, issue 5, pp. 925--935. SCI
2018 Soil Dyn. Earthq. Eng. Singh P. Discussion of ``An orthogonal Hilbert-Huang transform and its application in the spectral representation of earthquake accelerograms'' by Tian-Li Huang, Meng-Lin Lou, Hua-Peng Chen, Ning-Bo Wanga [Soil Dyn. Earthq. Eng. 104 (2018), 378--389], 108C, pp. 196 SCI
2017 Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences Singh P., Joshi S.D., Patney R.K., Saha K. The Fourier Decomposition method for nonlinear and non-stationary signal analysis, 473 (2199), pp.1--27, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5378250/ SCI
2017 Circuits, Systems and Signal Processing Singh P. Breaking the Limits: Redefining the Instantaneous Frequency, vol. 37, issue 8, pp. 3515--3536 SCI
2017 Journal of Mechanics in Medicine and Biology Singh P., Pachori R.B. Classification of focal and nonfocal EEG signals using features derived from Fourier-based rhythms, vol. 17, no. 7 (2017) 1740002, pp. 1--16, https://doi.org/10.1142/S0219519417400024 SCI
2016 Circuits, Systems and Signal Processing Singh P., Joshi S.D. Patney R.K., Saha K. Fourier-Based Feature Extraction for Classification of EEG Signals Using EEG Rhythms, 35 (10), pp. 3700--3715 SCI
2014 Applied Mathematics and Computation Singh P., Joshi S.D. Patney R.K., Saha K. Some studies on nonpolynomial interpolation and error analysis, 244, pp. 809--821 SCI
2012 Journal of Modern Optics Mishra A., Awasthi S. K., Singh P., Malaviya U., Ojha S. P. Filter performance of reduced sized defect photonic crystals based on single-negative materials, 59 (7), 601--610 SCI
2012 Signal, Image and Video Processing Singh P., Sircar P. Time delays and angles of arrival estimation using known signals, 6 (2), 171--178 SCI
2018 Journal of the Franklin Institute Gupta A., Joshi SD, Singh P. On the Approximate Discrete KLT of Fractional Brownian Motion and Applications, vol. 355, issue 17, 8989--9016 SCI
2020 Biomedical Signal Processing and Control Singhal A., Singh P., Fatimah B., Pachori R.B. An efficient removal of power-line interference and baseline wander from ECG signals by employing Fourier decomposition technique, vol. 57, 101741, 2020 SCI
2020 Biomedical Signal Processing and Control Fatimah B., Singh P., Singhal A., Pachori R.B. Detection of apnea events from ECG segments using Fourier Decomposition Method, Biomedical Signal Processing and Control 61 (2020) 102005. SCI
2020 Chaos, Solitons & Fractals Volume 138, September 2020, 110023 A. Singhal, P. Singh, B. Lall, SD Joshi Modeling and prediction of COVID-19 pandemic using Gaussian mixture model SCI
2020 Digital Signal Processing (2020),102830, doi: https://doi.org/10.1016/j.dsp.2020.102830 Singh P. Novel Generalized Fourier Representations and Phase Transforms SCI
2020 Journal of Neuroscience Methods (2020) 108945 VK Mehla, A Singhal, P Singh A novel approach for automated alcoholism detection using Fourier decomposition method SCI
2020 IEEE Communications Letters (2020) , doi: 10.1109/LCOMM.2020.3041722 Singh P., Singhal A., Fatimah B., Gupta A., Joshi S.D. AF-MNS: A Novel AM-FM Based Measure of Non-Stationarity SCI
2021 ISA Transactions (2021), https://doi.org/10.1016/j.isatra.2021.02.016 Singh P., Gupta A. Generalized SIR (GSIR) epidemic model: An improved framework for the predictive monitoring of COVID-19 pandemic SCI
2021 Biomedical Signal Processing and Control, vol. 68, July 2021, 102678, https://doi.org/10.1016/j.bspc.2021.102678 Fatimah B., Singh P., Singhal A., Pramanick D., Pranav S., Pachori R.B. Efficient detection of myocardial infarction from single lead ECG signal SCI
2021 Biocybernetics and Biomedical Engineering 41 (2), 690-703 Fatimah B., Singh P., Singhal A., Pachori R.B. Hand movement recognition from sEMG signals using Fourier decomposition method SCI
2021 Physical and Engineering Sciences in Medicine VK Mehla, A Singhal, P Singh, RB Pachori An efficient method for identification of epileptic seizures from EEG signals using Fourier analysis SCI
2021 Biocybernetics and Biomedical Engineering NK Mishra, P Singh, SD Joshi Automated Detection of COVID-19 from CT scan using Convolution Neural Network   SCI

Conference Publications

Year Conference Author(s) TitleIndexing

Book/Chapters Written

Type Title Publisher Author(s) ISBN/ISSN No. Year

Research Supervision

Programme Name Scholar Name Research Topic Status Year Co-Superivisor(s)
M.Tech Abhimanyu Singh Udawat Detection of Atrial Fibrillation from Single Lead ECG Signals Completed 2021
M.Tech Anmol Sharma Classification of EEG Signals for brain tumor detection using FDM and SVM Completed 2021
M.Tech Nitesh Kumar Classification of Supraventricular Arrhythmia using Fourier Decomposition Method and Machine Learning Completed 2021
M.Tech Prerna Chaudhary Prediction Models for the Monitoring of COVID-19 Pandemic Completed 2021

Patents

Name Reg./Ref.No. Date of Award/Filling Organization Status

Conference/Workshop/Courses Organized

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Expert Talks

Title Place Year Description of Event

Consultancy

Title of Consultancy Client Organization Faculty Involved Amount(INR) Status

International and National Exposure

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Honors & Recognitions Achieved

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Signature