profile

Dr. Pushpendra Singh

Assistant Professor

Dr. Singh has earned B.E. (Hons., GEC Rewa, MP), M.Tech. (IIT Kanpur) and PhD (IIT Delhi) in the field of ECE. He has Industrial experience of ~7.5 years (STMicroelectronics Pvt. Ltd. Greater Noida, India), as well as Teaching experience of ~9 years (~7 years at JIIT Noida and ~2 years at Bennett University Greater Noida). He has published many good papers in reputed journals like the ''Journal of The Franklin Institute'' and ''Proceedings of the Royal Society A'' where great scientists Einstein, Watson and Crick, and great mathematician Ramanujan have published their papers. The Royal Society of London has accepted and published a mathematical function/signal representation after the names of Fourier and Singh as "Fourier-Singh analytic signal" (FSAS) representation. For more details about patent, research papers, teaching and research interest, refer his resume at the end of his profile page. “A teacher makes the world better, and enjoys the journey of probing, learning, teaching and growing.” – P. Singh

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
Google Scholar Link : View

General Information



Name : Dr. Pushpendra Singh
Designation : Assistant Professor
Department : Electronics & Communication Engineering
Qualification : PhD (IIT Delhi), MTech (IIT Kanpur), BE (Hons, GEC Rewa)
Date of Birth : 08/07/1977
Date of joining : 03/06/2019

Contact Details

Phone : 8076508761
Email ID : spushp@nith.ac.in

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

Position Held



Position Department Name Institute Name Time Period

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)

Honors & Recognitions Achieved



Sr.No. Title Activity Given By Year

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 Statement : 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'

Journal Publications



Year Author(s) Title & Vol. No. Journal Name Indexing (SCI) Web of Science/Scopus
2019 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 Circuits, Systems and Signal Processing SCI
2018 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 Royal Society Open Science SCI
2018 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. IEEE Transactions on Neural Systems & Rehabilitation Engineering SCI
2018 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 Soil Dyn. Earthq. Eng. SCI
2017 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/ Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences SCI
2017 Singh P. Breaking the Limits: Redefining the Instantaneous Frequency, vol. 37, issue 8, pp. 3515--3536 Circuits, Systems and Signal Processing SCI
2017 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 Journal of Mechanics in Medicine and Biology SCI
2016 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 Circuits, Systems and Signal Processing SCI
2014 Singh P., Joshi S.D. Patney R.K., Saha K. Some studies on nonpolynomial interpolation and error analysis, 244, pp. 809--821 Applied Mathematics and Computation SCI
2012 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 Journal of Modern Optics SCI
2012 Singh P., Sircar P. Time delays and angles of arrival estimation using known signals, 6 (2), 171--178 Signal, Image and Video Processing SCI
2018 Gupta A., Joshi SD, Singh P. On the Approximate Discrete KLT of Fractional Brownian Motion and Applications, vol. 355, issue 17, 8989--9016 Journal of the Franklin Institute SCI
2020 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 Biomedical Signal Processing and Control SCI
2020 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. Biomedical Signal Processing and Control SCI
2020 A. Singhal, P. Singh, B. Lall, SD Joshi Modeling and prediction of COVID-19 pandemic using Gaussian mixture model Chaos, Solitons & Fractals Volume 138, September 2020, 110023 SCI
2020 Singh P. Novel Generalized Fourier Representations and Phase Transforms Digital Signal Processing (2020),102830, doi: https://doi.org/10.1016/j.dsp.2020.102830 SCI
2020 VK Mehla, A Singhal, P Singh A novel approach for automated alcoholism detection using Fourier decomposition method Journal of Neuroscience Methods (2020) 108945 SCI
2020 Singh P., Singhal A., Fatimah B., Gupta A., Joshi S.D. AF-MNS: A Novel AM-FM Based Measure of Non-Stationarity IEEE Communications Letters (2020) , doi: 10.1109/LCOMM.2020.3041722 SCI
2021 Singh P., Gupta A. Generalized SIR (GSIR) epidemic model: An improved framework for the predictive monitoring of COVID-19 pandemic ISA Transactions (2021), https://doi.org/10.1016/j.isatra.2021.02.016 SCI
2021 Fatimah B., Singh P., Singhal A., Pramanick D., Pranav S., Pachori R.B. Efficient detection of myocardial infarction from single lead ECG signal Biomedical Signal Processing and Control, vol. 68, July 2021, 102678, https://doi.org/10.1016/j.bspc.2021.102678 SCI
2021 Fatimah B., Singh P., Singhal A., Pachori R.B. Hand movement recognition from sEMG signals using Fourier decomposition method Biocybernetics and Biomedical Engineering 41 (2), 690-703 SCI
2021 VK Mehla, A Singhal, P Singh, RB Pachori An efficient method for identification of epileptic seizures from EEG signals using Fourier analysis Physical and Engineering Sciences in Medicine SCI
2021 NK Mishra, P Singh, SD Joshi Automated Detection of COVID-19 from CT scan using Convolution Neural Network   Biocybernetics and Biomedical Engineering SCI

Conference Publications



Year Author(s) Title Conference name with place Indexing (SCI/Web of science/Scopus)

Research Projects



Role Project Type Title Funding Agency From To Amount Status Co-Investigator Sanction Order Sanction Date

Research Supervision



Programme Name Scholar Name Research Topic Status Year Co-Suprivisor(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



Title Reg./Ref.No. Date of Award/Filling Awarding Agencies Status

Teaching Experience



Position Held Department and Organization From To Total Experience

Administrative Experience



Position Held Department and Organization From To

Book/Chapters Written



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

Expert Talks



Title Place Year Description of Event

Consultancy



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

International and National Exposure



Sr.No. Title Description

Conferences/Courses Organized



Category Type Title Venue From To Designation

Profile Summary

Last Update: 04/10/2021 03:33am
Logo
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 : 08/07/1977
Date of Joining : 03/06/2019

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

Education 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


Programme Name 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 Statement : 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 OrderSanction Date

Journal Publications


Year Author(s) Journal Name Title & Vol. No. Indexing (SCI/Web of science/Scopus)
2019 Singh P., Joshi S.D. Circuits, Systems and Signal Processing 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 Singh P. Royal Society Open Science 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 Gupta A., Singh P., Karlekar M. IEEE Transactions on Neural Systems & Rehabilitation Engineering A novel Signal Modeling Approach for Classification of Seizure and Seizure-free EEG Signals, vol. 26, issue 5, pp. 925--935. SCI
2018 Singh P. Soil Dyn. Earthq. Eng. 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 Singh P., Joshi S.D., Patney R.K., Saha K. Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences 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 Singh P. Circuits, Systems and Signal Processing Breaking the Limits: Redefining the Instantaneous Frequency, vol. 37, issue 8, pp. 3515--3536 SCI
2017 Singh P., Pachori R.B. Journal of Mechanics in Medicine and Biology 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 Singh P., Joshi S.D. Patney R.K., Saha K. Circuits, Systems and Signal Processing Fourier-Based Feature Extraction for Classification of EEG Signals Using EEG Rhythms, 35 (10), pp. 3700--3715 SCI
2014 Singh P., Joshi S.D. Patney R.K., Saha K. Applied Mathematics and Computation Some studies on nonpolynomial interpolation and error analysis, 244, pp. 809--821 SCI
2012 Mishra A., Awasthi S. K., Singh P., Malaviya U., Ojha S. P. Journal of Modern Optics Filter performance of reduced sized defect photonic crystals based on single-negative materials, 59 (7), 601--610 SCI
2012 Singh P., Sircar P. Signal, Image and Video Processing Time delays and angles of arrival estimation using known signals, 6 (2), 171--178 SCI
2018 Gupta A., Joshi SD, Singh P. Journal of the Franklin Institute On the Approximate Discrete KLT of Fractional Brownian Motion and Applications, vol. 355, issue 17, 8989--9016 SCI
2020 Singhal A., Singh P., Fatimah B., Pachori R.B. Biomedical Signal Processing and Control An efficient removal of power-line interference and baseline wander from ECG signals by employing Fourier decomposition technique, vol. 57, 101741, 2020 SCI
2020 Fatimah B., Singh P., Singhal A., Pachori R.B. Biomedical Signal Processing and Control Detection of apnea events from ECG segments using Fourier Decomposition Method, Biomedical Signal Processing and Control 61 (2020) 102005. SCI
2020 A. Singhal, P. Singh, B. Lall, SD Joshi Chaos, Solitons & Fractals Volume 138, September 2020, 110023 Modeling and prediction of COVID-19 pandemic using Gaussian mixture model SCI
2020 Singh P. Digital Signal Processing (2020),102830, doi: https://doi.org/10.1016/j.dsp.2020.102830 Novel Generalized Fourier Representations and Phase Transforms SCI
2020 VK Mehla, A Singhal, P Singh Journal of Neuroscience Methods (2020) 108945 A novel approach for automated alcoholism detection using Fourier decomposition method SCI
2020 Singh P., Singhal A., Fatimah B., Gupta A., Joshi S.D. IEEE Communications Letters (2020) , doi: 10.1109/LCOMM.2020.3041722 AF-MNS: A Novel AM-FM Based Measure of Non-Stationarity SCI
2021 Singh P., Gupta A. ISA Transactions (2021), https://doi.org/10.1016/j.isatra.2021.02.016 Generalized SIR (GSIR) epidemic model: An improved framework for the predictive monitoring of COVID-19 pandemic SCI
2021 Fatimah B., Singh P., Singhal A., Pramanick D., Pranav S., Pachori R.B. Biomedical Signal Processing and Control, vol. 68, July 2021, 102678, https://doi.org/10.1016/j.bspc.2021.102678 Efficient detection of myocardial infarction from single lead ECG signal SCI
2021 Fatimah B., Singh P., Singhal A., Pachori R.B. Biocybernetics and Biomedical Engineering 41 (2), 690-703 Hand movement recognition from sEMG signals using Fourier decomposition method SCI
2021 VK Mehla, A Singhal, P Singh, RB Pachori Physical and Engineering Sciences in Medicine An efficient method for identification of epileptic seizures from EEG signals using Fourier analysis SCI
2021 NK Mishra, P Singh, SD Joshi Biocybernetics and Biomedical Engineering Automated Detection of COVID-19 from CT scan using Convolution Neural Network   SCI

Conference Publications


Year Author(s) Conference Title Indexing

Book/Chapters Written


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

Research Supersion


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 Awarding Agencies Status

Conferences/Workshop/Courses Organized


Category Type Title Venue From To Designation

Expert Talks


Title Place Year Description of Event

Consultancy


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

International and National Exposure


Sr.No. Title Description

Honors & Recognitions Achieved


Sr.No. Title Activity Given By Year