Research Unit

PhD Supervision

Completed

(1) Dr. Shweta Jain

Current Position: Associate Professor, and Head Coordinator, Data Sciences Department, GGITS Jabalpur

Title: New Framework for De-noising and Classification of Electrocardiogram Beats using Evolutionary Techniques, Completed 2015-Dec 2018

(with Dr Anil Kumar)

https://scholar.google.co.in/citations?user=DuM9uZcAAAAJ&hl=en

(2) Dr. Sachin Taran

Current Position: Assistant Professor, Department of Electronics and Communication, Delhi Technological University, new Delhi

Title: Adaptive Framework for Analysis and Classification of Electroencephalogram Signals, Completed 2016-15 July 2019

https://scholar.google.co.in/citations?user=4v_5j2sAAAAJ&hl=en

(3) Dr. Nikhil Agrawal (Dual Degree)

Current Position: Assistant Professor, Indian Institute of Information Technology Nagpur

Title: Design of Nearly Linear Phase Infinite Impose Response Filters using Evolutionary Techniques, Completed 2013- 15 July 2019 (with Dr Anil Kumar)

https://scholar.google.co.in/citations?user=PulF1m0AAAAJ&hl=en

(4) Dr. Santhos Kumar A.

Current Position: Assistant Professor, Indian Institute of Information Technology Kottayam

Title: Fuzzy Min-Max Neural Networks for Pattern and Image Classification 27 July 2021.

(With Dr Anil Kumar)

(5) Dr. Smith Kashiram Khare

Current Position: Post Doc, Department of Electrical and Computer Engineering, Aarhus University, Denmark

Title: Robust Techniques for the Classification of Neurological States using EEG Signals Jan 2019 - May 2022

https://scholar.google.co.in/citations?user=ehNa1G0AAAAJ&hl=en

(6) Dr. Kapil Gupta

Title: Deep Learning frameworks for automated classification of Heart-related signals July 2020- 24 March 2023 (with Dr Irshad Ahmad Ansari).

https://scholar.google.com/citations?user=__CFbCgAAAAJ&hl=en

(7) Dr. Anurodh Kumar

Deep Learning Approaches for Colorectal Tissue Classification using Histopathological Images (with Dr Amit Vishwakarma )

18-12- 2024

(8) Dr. Rajveer Singh Lalawat

Adaptive Frameworks for Neurological Conditions Identification Using EEG Signals. (with Dr Prabin Kumar Padhy)

Completed 17-06-2025

(9) Dr. Ranjeet Pratap Singh Bhadoriya

Roll no: 22PECQ02

Title: Investigation of Plasma-Driven Non-Planar Microwave Absorbers Targeting Broadband RCS Reduction completed 26-06-2025

with Dr Ravi Panwar (Supervisor)

Ongoing

(10) Akanksha DIXIT,

Title: EMG signal Classification

(11) ROHIT RAJ SINGH (NIT Raipur)

Roll No. 23311005

Time-Frequency Analysis and Brain Connectivity Mapping of Brain Signals for Understanding Mental Conditions

Dr BK Singh (Supervisor NIT R)

(12) Akanchha Rusia,

Roll no 24314012102

(13) Nakul Kishor Pathak

In Progress July 2020

M. Tech Supervision

(1) Khushnandan Rai (MTech-1310206), New Features for Classification of EEG Signals 18-08-2015 With Dr. Anil Kumar

(2) Vipin Kumar Mishra (MTech-1410217), New methodologies for analysis and classification of EMG signals 2016 With Dr. Anil Kumar

(3) Sumit Kumar Yadav (MTech-1510211 ), New algorithms based classification and analysis of EEG signals 12-05-2017 With Dr. Anil Kumar

(4) Nagineni Sukumar (1612105), Method based on variational mode decomposition for classification of electromyogram signals 02-07-2018

(5) S. V. Raghavendra Kommuri, A new framework for image denosing using guided and diffusion filtering 15 July 2019, With Dr. Anil Kumar

(6)Mohammed Hasrat Mohani (1812204), Classification of motor imagery EEG signal for Brain Computer Interface application 2020 With Dr. Prabin Padhy

(7) Ayushi Kirar, (1912101), A method for Watermarking and Beat Classification for ECG Signals 2021 With Dr. Irshad Ahmad Anasari

(8) Abhishek Singh (20MECP01), Methodology for the analysis and detection of knee abnormality using Vibroarthrographic signals. July 2022.

(9) Shivam Vyas (21MMT002), Analysis of Biomedical Signals and their Applications, Completed 2023 With Dr. Irshad Ahmad Anasari

(10) Mr Sikandar Kumar (scholar No 2321402104), VMD Based method for classification of hypertension and normal using BCG signals, Completed June 2025

B.Tech Supervision

Gaurav Sahu, Nishant Chaurasia, Prem Prakash Suwalka (2011108) Time frequency analysis for classification of non-stationary signals 2014
P. B. Shruti, Line of sight and viewshed analysis for radio links using digital geographical data 2014 (Coguide- Ajaze P. Khan)
Harshita Meena, Manish Gehlot, Yogit Kumar, Classification of EEG signals 2014.
A.R. Dwivedi, H. Bari, S. Nath, Analysis of focal and non-focal EEG signals using bivariate empirical mode decomposition 2015
Anchala Priya, Pooja Yadav Discrimination of alcoholic and normal EEG signal using EMD method 2016
Mayank Pawar, Mukesh Kumar, Vinod Kumar Meena, Breast cancer detection 2016.
Pragati Rani, Swati Walde Time Frequency Image based Features for Detection of Focal EEG signals 2016
M Divya Prakash (2014094) An Effective Brain MRI Image Segmentation Methodology 2017
P Uday Kiran (2014234) and N Abhiram (2014118) Tunable-Q Factor Wavelet Transform based Classification of ALS and Normal EMG signals 2017
Saad Ahmad (Roll no. 2014148) Shubham Agrawal (Roll no. 2014171) and Samta Joshi (Roll no. 2014242) Optimum Allocation Sampling – Empirical Mode Decomposition based classification of Environmental Sound 2017.
P J Sudharshan (Roll No. 2014120) Statistical Machine Learning - Application on Medical Imagery 2017
K Y V S PRIYANKA (2014224), ARAVAPALLI BHAVYA SRI (2014031), and ANALA HARI KRISHNA (2014022), TQWT Based Innovative Approach for Emotion Classification Using EEG Signals 2017
Yakshvender Pundir Study of PCB Assembly and Image Processing using MATLAB 2017
Anugya Pareta (2015038) Automatic Environment Sounds Classification Using Optimum Allocation Sampling 2018.
Shalu Chaudhary ( 2015229) A New Approach Towards Motor Imagery Tasks Based EEG Signal Classification 2018
MOGILI MANISHA (2015149) ECG signals and discovery of Arrhythmia using convolutional neural network. 2018
MAMTA SINGH (2015143) Noise Reduction in Imaging with Deep Convolutional Neural Networks (Co-guide Mr. Vijay B. Goudar) 2018
Chada Sravani (2015069) Physical action classification of surface EMG signals 2018
SAMEEKSHA SHRIVASTAVA, RICHA GUPTA, MUSKAN YADAV, JAHNVI SING Identification of Neurological Diseases based on AI Model July 2024.
Divyanshu Sharma 211114208, Ayush Devan 211114221, Meet Khandelwal 211114223, Uday Pratap Singh 211114232, Mukul Kriplani 211114258 DETECTION OF NORMAL AND ABNORMAL KNEE JOINTS Nov 2024.
· Ayush Devan 211114221, Internship works at ZS Associates. June 2025.
· Ameya Kulkarni 2211401109, Aditya Kumar Sahu 2211401126, Priyansh Sahu 2211401130, Singh Ritesh Kumar 2211401227, DEMETIA DETECTION USING EEG SIGNALS Completed June 2025
· Jay Sonawane (2211401135) Pratik Tripathi (2211401137) Rahul Mali (2211401138) Shourya Gupta (2211401140) Stress Classification And Detection Using EEG Signal, Completed June 2025

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