Dr Tapan Kumar Jain

@iiitn.ac.in

Chair ECE Department
Indian Institute of Information Technology Nagpur

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https://researchid.co/tapankumarjain

RESEARCH INTERESTS

Wireless

48

Scopus Publications

596

Scholar Citations

13

Scholar h-index

14

Scholar i10-index

Scopus Publications

MCWT-NR-IQA: modified channel weight Taylored regression model for no-reference image quality assessment
Yogita Sachin Gabhane, Tapan Kumar Jain, Vipin M. Kamble
Journal of Modern Optics, 2026
A journey of terahertz communication: An IRS integration perspective
Pranali Langde, Tapan Kumar Jain, Mayur R. Parate, Sandeep Kumar Singh
Physical Communication, 2025
Automated Classification of Snoring and Non-Snoring Sound Signals Based on Singular Superlet Transform
Dhanhanjay Pachori, Kamal Raj, Tapan Kumar Jain
International Conference on Signal Processing and Communication ICSC, 2025
This paper proposes a new method for automated classification of snoring and non-snoring sound signals. The snoring and non-snoring sound signals have been represented using time-frequency representations (TFRs) obtained from singular superlet transform (SST). The obtained TFRs have been given as an input to various machine learning based classifiers, like convolutional neural network (CNN), visual geometry group 16-layer network (VGG-16), EfficientNet-B0, and hybrid VGG-16 models for the classification of snoring and non-snoring sound signals. From the experimental study, it has been observed that the hybrid VGG-16 with support vector machine (SVM) model has provided best performance among all the studied models with an accuracy, specificity, sensitivity, F1-score, and Matthews correlation coefficient (MCC) of 96.00%, 95.60%, 96.40%, 0.9602, 95.63%, and 0.9200 respectively. The good performance measures in automated classification of snoring and non-snoring sound signals show the effectiveness of the proposed method. The proposed method finds applications in the area of sleep disorder diagnosis and it is suitable for real-time implementation.
Automated Snoring Detection System Using Synchrosqueezed Wavelet Transform
Dhanhanjay Pachori, Ardhish Kunal Patel, Tapan Kumar Jain
International Conference on Signal Processing and Communication ICSC, 2025
This paper presents a new approach for the recognition of snoring audio signals by applying advanced signal processing method, synchrosqueezed wavelet transform (SWT) and various machine learning classifiers such as VGG19, ResNet50, MobileNetV3, MobileNetV1, EfficientNetB7, DenseNet121, Xception, MobileNetV2, GoogleNet, and InceptionV3. Initially, the audio signals are preprocessed and further time-frequency representations (TFRs) have been obtained with the help of SWT. The obtained TFRs are then inputted into the machine learning classifiers to classifiy the snoring and non-snoring audio signals. Performance metrics in terms of accuracy, specificity, sensitivity, F1-score, and Matthews correlation coefficient (MCC) are computed. Highest accuracy of 96.5% is obtained by using the classifiers, VGG19 and ResNet50. This proposed methodology is suitable for real-time detection of snoring and can be used for diagnosis of sleep disorders such as sleep apnea.
Blind image quality assessment using Beltrami filter-based contrast features (BF-bCF) & LSTM network
Yogita Gabhane, Tapan Kumar Jain, Vipin Kamble
Imaging Science Journal, 2025
Comparison of Filtering Techniques for Transfer Alignment of Air-Launched Tactical Guided Weapons
Sambhav Kumar Jain, Tapan K. Jain, Srikant Srivastava, Saumya Shanker
Defence Science Journal, 2024
The transfer alignment technique is very useful for the accurate initialization and calibration of gyroscopes and accelerometers of INS for air-launched tactical guided weapon systems. In the present war scenario, the initialization of INS should be accurate and rapid to launch the tactical weapon against air or land targets within the shortest available time. A lot of development has been carried out by researchers for INS transfer alignment in the field of state estimation. The study and method presented in the research are relevant to aerial launch vehicles. However, to meet present guidance requirements within less time for initializing weapons, more appropriate transfer alignment algorithms are needed. This paper discusses the relative performance of Kalman Filter (KF), Extended KF, and Unscented KF for aligning the weapon INS using the data from Master INS. New developments, limitations, applicability, and design methods for the Kalman filters, became a key component in the transfer alignment of air-launched tactical missiles. These methodologies are extensively utilized in Navigation and Control systems; therefore, this research work will be an informative and perfect guide to existing and potential readers.
Detection of Atrial Fibrillation from PPG Sensor Data Using Variational Mode Decomposition
Dhanhanjay Pachori, Rajesh Kumar Tripathy, Tapan Kumar Jain
IEEE Sensors Letters, 2024
Atrial fibrillation (AF) is one of the most common arrhythmia. AF can be a reason for strokes and damage to heart activities. The electrocardiogram (ECG) is commonly used for AF detection. It should be noted that the burst AF does not show any symptoms and is difficult to detect using ECG. As an alternative to ECG, photoplethysmography (PPG) is used for AF diagnosis, which is easy to record and suitable for long-term monitoring. This letter proposes a new classification framework for automated AF detection based on variational mode decomposition (VMD). The proposed framework has been studied on a publicly available dataset. The proposed VMD-based classification framework outperformed other state-of-the-art methods used for AF detection and achieved the highest accuracy of 99.08% using ten-fold cross-validation. The results of the proposed methodology have shown significant improvement, and the developed sensor-based system has proved suitability to real-time clinical practices.
IoT Security and Privacy
Jitendra V. Tembhurne, Tausif Diwan, Tapan Kumar Jain
Internet of Things, 2024
Blind Synthetic Image Quality Assessment Using EfficientNet-V2
International Journal of Intelligent Systems and Applications in Engineering, 2024
Artificial Intelligence and Machine Learning with IoT
Shailendra W. Shende, Jitendra V. Tembhurne, Tapan Kumar Jain
Internet of Things, 2024
IoT Design Methodology: Architectures and Protocols
Abhishek Pathak, Jitendra V. Tembhurne, C. Kalaiarasan, Tapan Jain
Internet of Things, 2024
Introduction to cardiovascular signals and automated systems
Dhanhanjay Pachori, Shaswati Dash, Rajesh Kumar Tripathy, Tapan Kumar Jain
Signal Processing Driven Machine Learning Techniques for Cardiovascular Data Processing, 2024
Internet of Everything: Applications
Rakhi Wajgi, Jitendra V. Tembhurne, Dipak Wajgi, Tapan Jain
Internet of Things, 2024
Communication in IoT Devices
Dipak Wajgi, Jitendra V. Tembhurne, Rakhi Wajgi, Tapan Jain
Internet of Things, 2024
Performance Analysis of Holographic Surface Assisted Downlink NOMA with User Mobility
Pranali Langde, Tapan Kumar Jain, Mayur Parate, Sandeep Kumar Singh
2024 2nd International Conference on Microwave Antenna and Communication Mac 2024, 2024
Wideband Antennas of Passive Seekers for Anti-Radiation Missiles
Amit Kumar Gupta, Tapan Kumar Jain, Ashwin G Kothari, Mada Chakravarthy
Defence Science Journal, 2024
Deep Learning for IoT
Tausif Diwan, Jitendra V. Tembhurne, Tapan Kumar Jain, Pooja Jain
Internet of Things, 2024
Full-Duplex Cooperative Relaying with Non-Linear Energy Harvesting for Vehicular Communication
Vaijayanti Panse, Tapan Kumar Jain
Journal of Communications and Information Networks, 2023
Relay selection and nonlinear energy harvesting in full-duplex multi-relay cooperative network
Vaijayanti Panse, Prabhat Kumar Sharma, Tapan Kumar Jain, Ashwin Kothari
Physical Communication, 2023
Depression Detection through Audio Analysis using Machine Learning Models Ensuring Sustainable Development of Mankind
Ceur Workshop Proceedings, 2023
Rapid and Accurate INS Transfer Alignment for Air Launched Tactical Missile Using Kalman Filter
Sambhav Kumar Jain, Tapan K. Jain, Saumya Shanker, Srikant Srivastava
Defence Science Journal, 2023
Inventory control of multiple perishable goods using deep reinforcement learning for sustainable environment
Mayur Selukar, Pooja Jain, Tapan Kumar
Sustainable Energy Technologies and Assessments, 2022
A device for effective weed removal for smart agriculture using convolutional neural network
Mayur Selukar, Pooja Jain, Tapan Kumar
International Journal of System Assurance Engineering and Management, 2022
Digital Self-interference cancellation in the era of machine learning: A comprehensive review
Vaijayanti Panse, Tapan Kumar Jain, Prabhat Kumar Sharma, Ashwin Kothari
Physical Communication, 2022
Relay Selection in SWIPT-enabled Cooperative Networks
Vaijayanti Panse, Tapan Kumar Jain, Ashwin Kothari
Proceedings of Pcems 2022 1st International Conference on the Paradigm Shifts in Communication Embedded Systems Machine Learning and Signal Processing, 2022
Real time video summarizing using image semantic segmentation for CBVR
Rahul Jain, Pooja Jain, Tapan Kumar, Gaurav Dhiman
Journal of Real Time Image Processing, 2021
A content based image information retrieval and video thumbnail extraction framework using SOM
Joey Pinto, Pooja Jain, Tapan Kumar
Multimedia Tools and Applications, 2021
Plagiarism Detection of Online Submissions Using High Level Fuzzy Petri Nets in Pandemic Times
Pooja Jain, Vaibhav Agasti, Tapan Kumar
Communications in Computer and Information Science, 2021
A Framework to Identify Color Blindness Charts Using Image Processing and CNN
Kritika Dhawale, Ankit Singh Vohra, Pooja Jain, Tapan Kumar
Communications in Computer and Information Science, 2021
Hypex: A Tool for Extracting Business Intelligence from Sentiment Analysis using Enhanced LSTM
Ilayaraja Sreesurya, Himani Rathi, Pooja Jain, Tapan Kumar Jain
Multimedia Tools and Applications, 2020
Spatial Domain Steganography Techniques and Neural Network based Steganalysis with Differential Storage
Tapan Jain
International Conference on Emerging Trends in Information Technology and Engineering Ic Etite 2020, 2020
Comparative study of speaker recognition techniques in iot devices for text independent negative recognition
Scalable Computing, 2020
NSE Stock Prediction: The Deep Learning Way
Ankit K. Barai, Pooja Jain, Tapan Kumar
Advances in Intelligent Systems and Computing, 2020
Fault prediction for distributed computing hadoop clusters using real-Time higher order differential inputs to svm: Zedacross
Joey Pinto, Pooja Jain, Tapan Kumar
International Journal of Information and Computer Security, 2020
Cognitive radio: A network structure perspective
Tapan Kumar, Vansha Kher, Pooja Jain
Advances in Intelligent Systems and Computing, 2018
Vector representation of words for sentiment analysis using GloVe
Yash Sharma, Gaurav Agrawal, Pooja Jain, Tapan Kumar
ICCT 2017 International Conference on Intelligent Communication and Computational Techniques, 2017
Hadoop distributed computing clusters for fault prediction
Joey Pinto, Pooja Jain, Tapan Kumar
20th International Computer Science and Engineering Conference Smart Ubiquitos Computing and Knowledge Icsec 2016, 2017
Hadoop cluster monitoring and fault analysis in real time
Joey Pinto, Pooja Jain, Tapan Kumar
2016 International Conference on Recent Advances and Innovations in Engineering Icraie 2016, 2016
Design constraint in single-hop and multi-hop wireless sensor network using different network model architecture
Ajit Kumar Singh, Sandeep Rajoriya, Subham Nikhil, Tapan Kumar Jain
International Conference on Computing Communication and Automation Iccca 2015, 2015
Implementation of MPLS routing in traditional LEACH
Anuja Arman, Vansha Kher, Tapan Jain, Davinder Singh Saini
2nd International Conference on Signal Processing and Integrated Networks Spin 2015, 2015
Lifetime optimization of a multiple sink wireless sensor network through energy balancing
Tapan Kumar Jain, Davinder Singh Saini, Sunil Vidya Bhooshan
Journal of Sensors, 2015
Performance analysis of hierarchical agglomerative clustering in a wireless sensor network using quantitative data
Tapan Kumar Jain, Davinder S. Saini, Sunil V. Bhooshan
Proceedings of the 2014 International Conference on Information Systems and Computer Networks Iscon 2014, 2014
Robust digital watermarking for coloured images using SVD and DWT technique
Preeti Sharma, Tapan Jain
Souvenir of the 2014 IEEE International Advance Computing Conference Iacc 2014, 2014
Comparative analysis of time synchronization schemes for wireless sensor networks
Dhiren Kashyap, Tapan K. Jain
2014 International Conference on Signal Propagation and Computer Technology Icspct 2014, 2014
Increasing lifetime of a wireless sensor network using multiple sinks
Tapan Kumar Jain, D.S. Saini, S.V. Bhooshan
Itng 2014 Proceedings of the 11th International Conference on Information Technology New Generations, 2014
Cluster head selection in a homogeneous wireless sensor network ensuring full connectivity with minimum isolated nodes
Tapan Kumar Jain, Davinder Singh Saini, Sunil Vidya Bhooshan
Journal of Sensors, 2014
A framework for energy efficient routing protocol for homogeneous wireless sensor networks using sensing range
Apeksha Chauhan, Raghove Bhargove, Tanvi Sharma, Tapan Kumar Jain
2014 International Conference on Signal Processing and Integrated Networks Spin 2014, 2014
Wireless Environmental Monitoring System (WEMS) using data aggregation in a bidirectional hybrid protocol
Tapan Jain
Communications in Computer and Information Science, 2012

RECENT SCHOLAR PUBLICATIONS

MCWT-NR-IQA: modified channel weight Taylored regression model for no-reference image quality assessment
Yogita Gabhane Langde, Tapan Kumar Jain, Vipin Kamble
Journal of Modern Optics 72 (https://doi.org/10.1080/09500340.2025.25), 1-24 , 2025
2025
Blind image quality assessment using Beltrami filter-based contrast features (BF-bCF) & LSTM network
Y Gabhane, TK Jain, V Kamble
The Imaging Science Journal 73 (4), 443-457 , 2025
2025
Automated Snoring Detection System Using Synchrosqueezed Wavelet Transform
D Pachori, AK Patel, TK Jain
2025 10th International Conference on Signal Processing and Communication … , 2025
2025
Citations: 2
Automated Classification of Snoring and Non-Snoring Sound Signals Based on Singular Superlet Transform
D Pachori, K Raj, TK Jain
2025 10th International Conference on Signal Processing and Communication … , 2025
2025
Citations: 3
A journey of terahertz communication: An IRS integration perspective
P Langde, TK Jain, MR Parate, SK Singh
Physical Communication 68, 102572 , 2025
2025
Citations: 9
Performance Analysis of Holographic Surface Assisted Downlink NOMA with User Mobility
P Langde, TK Jain, M Parate, SK Singh
2024 Second International Conference on Microwave, Antenna and Communication … , 2024
2024
Comparison of Filtering Techniques for Transfer Alignment of Air Launched Tactical Guided Weapons
SS Sambhav Kumar Jain, Tapan K. Jain, Saumya Shanker
Defence Science Journal 74 (4), 560-566 , 2024
2024
Citations: 2
Detection of atrial fibrillation from PPG sensor data using variational mode decomposition
D Pachori, RK Tripathy, TK Jain
IEEE Sensors Letters 8 (3), 1-4 , 2024
2024
Citations: 27
Introduction to cardiovascular signals and automated systems
D Pachori, S Dash, RK Tripathy, TK Jain
Signal Processing Driven Machine Learning Techniques for Cardiovascular Data … , 2024
2024
Citations: 3
Internet of everything: Applications
R Wajgi, JV Tembhurne, D Wajgi, T Jain
Modern Approaches in IoT and Machine Learning for Cyber Security: Latest … , 2023
2023
Citations: 5
IoT Security and Privacy
JV Tembhurne, T Diwan, TK Jain
Modern Approaches in IoT and Machine Learning for Cyber Security: Latest … , 2023
2023
Citations: 3
Communication in IoT Devices
D Wajgi, JV Tembhurne, R Wajgi, T Jain
Modern Approaches in IoT and Machine Learning for Cyber Security: Latest … , 2023
2023
Citations: 5
Deep Learning for IoT
T Diwan, JV Tembhurne, TK Jain, P Jain
Modern Approaches in IoT and Machine Learning for Cyber Security: Latest … , 2023
2023
Artificial intelligence and machine learning with IoT
SW Shende, JV Tembhurne, TK Jain
Modern approaches in iot and machine learning for cyber security: latest … , 2023
2023
Citations: 5
IoT Design Methodology: Architectures and Protocols
A Pathak, JV Tembhurne, C Kalaiarasan, T Jain
Modern Approaches in IoT and Machine Learning for Cyber Security: Latest … , 2023
2023
Citations: 1
Blind Synthetic Image Quality Assessment Using EfficientNet-V2
Gabhane
International Journal of Intelligent Systems and Applications in Engineering … , 2023
2023
Full-duplex cooperative relaying with non-linear energy harvesting for vehicular communication
V Panse, TK Jain
Journal of Communications and Information Networks 8 (4), 369-377 , 2023
2023
Citations: 1
Wideband Antennas of Passive Seekers for Anti Radiation Missiles
MC Amit Gupta, Tapan Jain, Ashwin Kothari
Defence Science Journal 74 (01), 143-157 , 2023
2023
Citations: 2
Framework for detecting toxic speech using bert and deep learning
A Barai, P Jain, T Kumar
International Symposium on Frontiers of Research in Speech and Music, 3-17 , 2023
2023
Citations: 2
Rapid and Accurate INS Transfer Alignment for Air Launched Tactical Missile Using Kalman Filter
SS Sambhav Kumar Jain, Tapan K. Jain, Saumya Shanker
Defence Science Journal 73 (4), 496-502 , 2023
2023
Citations: 6

MOST CITED SCHOLAR PUBLICATIONS

Vector representation of words for sentiment analysis using GloVe
Y Sharma, G Agrawal, P Jain, T Kumar
2017 international conference on intelligent communication and computational … , 2017
2017
Citations: 73
Lifetime optimization of a multiple sink wireless sensor network through energy balancing
TK Jain, DS Saini, SV Bhooshan
journal of Sensors 2015 (1), 921250 , 2015
2015
Citations: 67
Cluster Head Selection in a Homogeneous Wireless Sensor Network Ensuring Full Connectivity with Minimum Isolated Nodes
TK Jain, DS Saini, SV Bhooshan
Journal of Sensors 2014 , 2014
2014
Citations: 51
Inventory control of multiple perishable goods using deep reinforcement learning for sustainable environment
M Selukar, P Jain, T Kumar
Sustainable Energy Technologies and Assessments 52, 102038 , 2022
2022
Citations: 46
Digital self-interference cancellation in the era of machine learning: A comprehensive review
V Panse, TK Jain, PK Sharma, A Kothari
Physical Communication 50, 101526 , 2022
2022
Citations: 39
Detection of atrial fibrillation from PPG sensor data using variational mode decomposition
D Pachori, RK Tripathy, TK Jain
IEEE Sensors Letters 8 (3), 1-4 , 2024
2024
Citations: 27
Robust digital watermarking for coloured images using SVD and DWT technique
P Sharma, T Jain
2014 IEEE International Advance Computing Conference (IACC), 1024-1027 , 2014
2014
Citations: 25
Hypex: A Tool for Extracting Business Intelligence from Sentiment Analysis using Enhanced LSTM
S Ilayaraja, R Himani, J Pooja, J Tapan
Multimedia Tools and Applications , 2020
2020
Citations: 23
Design Constraint in Single-hop and Multi-hop Wireless Sensor Network Using Different Network Model Architecture
AK Singh, S Rajoriya, S Nikhil, TK Jain
2015
Citations: 22
Hadoop distributed computing clusters for fault prediction
J Pinto, P Jain, T Kumar
2016 International Computer Science and Engineering Conference (ICSEC), 1-6 , 2016
2016
Citations: 19
Increasing lifetime of a wireless sensor network using multiple sinks
TK Jain, DS Saini, SV Bhooshan
2014 11th International Conference on Information Technology: New … , 2014
2014
Citations: 16
Wireless environmental monitoring system (WEMS) using data aggregation in a bidirectional hybrid protocol
T Jain
International Conference on Information Systems, Technology and Management … , 2012
2012
Citations: 16
Real time video summarizing using image semantic segmentation for CBVR
R Jain, P Jain, T Kumar, G Dhiman
Journal of Real-Time Image Processing 18 (5), 1827-1836 , 2021
2021
Citations: 14
An effective depression diagnostic system using speech signal analysis through deep learning methods
A Verma, P Jain, T Kumar
International Journal on Artificial Intelligence Tools 32 (02), 2340004 , 2023
2023
Citations: 10
A journey of terahertz communication: An IRS integration perspective
P Langde, TK Jain, MR Parate, SK Singh
Physical Communication 68, 102572 , 2025
2025
Citations: 9
A device for effective weed removal for smart agriculture using convolutional neural network
M Selukar, P Jain, T Kumar
International Journal of System Assurance Engineering and Management 13 … , 2022
2022
Citations: 9
Performance analysis of hierarchical agglomerative clustering in a wireless sensor network using quantitative data
TK Jain, DS Saini, SV Bhooshan
2014 international conference on information systems and computer networks … , 2014
2014
Citations: 9
Relay Selection in SWIPT-enabled Cooperative Networks
V Panse, TK Jain, A Kothari
2022 1st International Conference on the Paradigm Shifts in Communication … , 2022
2022
Citations: 8
NSE Stock prediction: the deep learning way
AK Barai, P Jain, T Kumar
Soft Computing: Theories and Applications: Proceedings of SoCTA 2019, 783-791 , 2020
2020
Citations: 8
Relay selection and nonlinear energy harvesting in full-duplex multi-relay cooperative network
V Panse, PK Sharma, TK Jain, A Kothari
Physical Communication 56, 101946 , 2023
2023
Citations: 7

GRANT DETAILS

One Funded Project from DRDO

Industry, Institute, or Organisation Collaboration

MoU: TCS Innovation Lab

INDUSTRY EXPERIENCE

Four years:
2005-2007, KLA Tencor India Private Limited.
2007-2009, CRMnext, Acidaes Solutions Private Limited.