INSIA LAB - INSIA Lab Publications

INSIA LAB

Peer-Reviewed Journal Publications

K. N. Faisal, S. Sharma, and R. R. Sharma, "WVD-MODWT: An Enhanced Wigner-Ville Distribution for the Automated Control of Human-Machine Interaction-based Systems," IEEE/CAA Journal of Automatica Sinica, accepted. [Q1, IF-19.2 in 2026; ranked 1/89 in Automation & Control Systems]
S. Rahman, M. H. Omio, N. Himel, R. R. Sharma, and K. N. Faisal, "Stacking Multi-Variate Time-Frequency Information: A Deep Learning Approach for IMU-MMG based Hand Gesture Recognition," IEEE Sensors Journal, accepted. [Q1, IF-4.5 in 2026]
S. Rahman, S. Farhan, R. R. Sharma, and K. N. Faisal, "HatSeqNet: A Sequence-based Deep Learning Model for Cross-Subject Driver Drowsiness Detection using Single-Channel EEG Signal," IEEE Sensors Journal, doi: 10.1109/JSEN.2026.3677604. [Q1, IF-4.5 in 2026]
A. Ghosh, S. Rahman, L. S. Siam, and K. N. Faisal, "Improved FMCW Radar Sensing for HAR-Systems: Applying Synchroextracting Transform-Enhanced Time-Frequency Representation and Custom Anisotropic CNN," IEEE Sensors Letters, doi: 10.1109/LSENS.2026.3668897. [Q2, IF-2.2 in 2026]
K. N. Faisal, U. Chandela, and R. R. Sharma, "Two-Dimensional Successive Variational Mode Decomposition," IEEE Signal Processing Letters, doi: 10.1109/LSP.2025.3561632. [Q1, IF-3.2 in 2025]
U. Chandela, K. N. Faisal, and R. R. Sharma, "Electroencephalogram-based Unified Approach for Multiple Neurodevelopmental Disorders Detection in Children Using Successive Multivariate Variational Mode Decomposition," IEEE Transactions on Cognitive and Developmental Systems, doi: 10.1109/TCDS.2025.3556888. [Q1, IF-5.0 in 2025]
S. Agarwal, S. Sharma, K. N. Faisal, and R. R. Sharma, "Time-Series Forecasting Using SVMD-LSTM: A Hybrid Approach for Stock Market Prediction," Journal of Probability and Statistics, 2025, doi: 10.1155/jpas/9464938. [IF-1.0 in 2025]
S. Sharma, K. N. Faisal, and R. R. Sharma, "Automated Grasp Recognition using sEMG: Recent Advances, Challenges and Future Developments," IEEE Transactions on Instrumentation and Measurement, vol. 74, pp. 1-17, 2025, doi: 10.1109/TIM.2024.3497179. [Q1, IF-5.6 in 2024]
N. K., K. Newaj Faisal, H. S. Mir, and R. R. Sharma, "Coronary Artery Disease Identification Using ECG: An Improved Energy Estimation-Based Approach," IEEE Access, vol. 12, pp. 147918-147928, 2024, doi: 10.1109/ACCESS.2024.3469536. [Q1, IF-3.4 in 2024]
K. N. Faisal, H. S. Mir, and R. R. Sharma, "Human Activity Recognition From FMCW Radar Signals Utilizing Cross-Terms Free WVD," IEEE Internet of Things Journal, vol. 11, no. 8, pp. 14383-14394, 2024, doi: 10.1109/JIOT.2023.3344100. [Q1, IF-10.2 in 2023]
K. N. Faisal and R. R. Sharma, "Successive variational mode decomposition-based enhanced Wigner-Ville distribution for seismovolcanic events identification," Journal of Volcanology and Geothermal Research, vol. 440, p. 107847, 2023, doi: 10.1016/j.jvolgeores.2023.107847. [Q1, IF-2.9 in 2023]
U. Sharma, K. N. Faisal, R. R. Sharma, and K. V. Arya, "Facial Landmark-Based Human Emotion Recognition Technique for Oriented Viewpoints in the Presence of Facial Attributes," SN Computer Science, vol. 4, no. 3, p. 273, 2023, doi: 10.1007/s42979-023-01727-y.

Peer-Reviewed Conference Publications

N. M. A. Rasel, S. Rahman, and K. N. Faisal, "Exploring Gamma-Band Filtered Features and Machine Learning for Resource-Efficient Multi-Level Cognitive Load Classification Using EEG," 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), Chattogram, Bangladesh, 2026. (Best Presentation Award) (Supervisory role)
S. Rahman, I. Mohtasim, S. Farhan, and K. N. Faisal, "Leveraging Power Spectrum-based Features and Machine Learning for Resource-Efficient Cough Classification in Respiratory Disease Monitoring," 2025 IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON), Bangladesh, 2025, pp. 587-591, doi: 10.1109/SPICSCON69221.2025.11504221. (Best Paper Award) (Supervisory role)
Z. S. Simin, M. R. Islam, S. Aabira, A. Ghosh, A. Subah, and K. N. Faisal, "Towards Real-Time Tea Leaf Disease Management: A Deep Learning Solution for Resource-Constrained Environments," 2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), Bangladesh, 2025, pp. 468-473, doi: 10.1109/WIECON-ECE69386.2025.11525971. (Supervisory role)
P. Das, S. Rahman, S. Monem, M. A. Siam, S. Banerjee, and K. N. Faisal, "Enhanced Expert Power Quality Recognition System with Optimal Feature Selection and Multi-Model Classification," 2025 IEEE International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON), Dhaka, Bangladesh, 2025. (Supervisory role)
A. Ghosh, L. S. Siam, and K. N. Faisal, "Wi-FHARNet: A CNN–BiLSTM Hybrid model for Fine-grained Human Activity Recognition utilizing Wi-Fi-based CSI Data," 2025 6th IEEE International Conference on Telecommunications and Photonics (ICTP), Dhaka, Bangladesh, 2025, doi: 10.1109/ICTP68765.2025.11414825. (Supervisory role)
S. Rahman, S. Farhan, S. Aabira, and K. N. Faisal, "GCAF-Net: An Attention-Enhanced Deep CNN Framework with Grad-CAM for Classifying Rare and Endangered Medicinal Plants in Bangladesh," 2025 IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Saidpur, Bangladesh, 2025, pp. 1-6, doi: 10.1109/QPAIN66474.2025.11171960. (Supervisory role)
S. Sharma, K. N. Faisal, and R. R. Sharma, "Automated Power-Precision Grasp Recognition from sEMG: A Multivariate Signal Decomposition-based Approach," 2024 IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT), Gwalior, India, 2024, pp. 1-6, doi: 10.1109/INSPECT63485.2024.10896124.
K. N. Faisal, P. Haribhau Kurhe, K. S. Upadhyay, and R. R. Sharma, "Upper Limb Motor Imagery Task Classification for EEG-based Brain Computer Interface Development," 2024 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), Bangalore, India, 2024, pp. 1-5, doi: 10.1109/CONECCT62155.2024.10677276.
K. Gurjar, S. Agrawal, K. N. Faisal, and R. R. Sharma, "Classifying EEG-based Upper Limb Motor Imagery Tasks for Brain-Robot Interface-based System Development," 2024 International Conference on Advanced Robotics and Mechatronics (ICARM), Tokyo, Japan, 2024, pp. 7-12, doi: 10.1109/ICARM62033.2024.10715808.
S. Agarwal, S. Sharma, K. N. Faisal, and R. R. Sharma, "Induced Stress Identification Using EEG: A Framework based on MVMD and Machine Learning," 2024 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS), Bhopal, India, 2024, pp. 1-5, doi: 10.1109/SCEECS61402.2024.10481868.
K. N. Faisal and R. R. Sharma, "Suppression of False-terms in Wigner-Ville Distribution using Time and Frequency Windowing," 2023 2nd International Conference on Paradigm Shifts in Communications Embedded Systems, Machine Learning and Signal Processing (PCEMS), Nagpur, India, 2023, pp. 1-6, doi: 10.1109/PCEMS58491.2023.10136110. (Best Male Student Paper Award)
K. N. Faisal and R. R. Sharma, "Cross-terms Reduction in WVD using Sliding Window-based Variational Mode Decomposition," 2023 10th International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2023, pp. 58-63, doi: 10.1109/SPIN57001.2023.10116192.
[—]. Paul, M. F. Hossain, M. S. Muktadir, and K. N. Faisal, "Fabrication of a cost effective thermal evaporation system for thin film deposition," 2017 4th International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, Bangladesh, 2017, pp. 703-706, doi: 10.1109/ICAEE.2017.8255446.
K. N. Faisal, M. Z. I. Sarkar, R. Sultana, and M. S. Muktadir, "Security analysis of co-located and distributed MIMO interference networks with linear receivers," 2016 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Rajshahi, Bangladesh, 2016, pp. 1-4, doi: 10.1109/ICECTE.2016.7879579.
K. N. Faisal, M. Z. Islam Sarkar, and R. Sultana, "Security in cellular MIMO interference networks with linear receivers," 2015 International Conference on Electrical & Electronic Engineering (ICEEE), Rajshahi, Bangladesh, 2015, pp. 129-132, doi: 10.1109/CEEE.2015.7428236.
M. B. Uddin, M. Z. I. Sarkar, K. N. Faisal, and M. M. Ali, "Performance analysis of Nakagami-m fading massive MIMO channels with linear receivers," 2014 17th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2014, pp. 510-513, doi: 10.1109/ICCITechn.2014.7073089.
R. Sultana, M. Z. I. Sarkar, K. N. Faisal, J. E. Giti, and F. R. S. Ahmed, "Enhancing wireless capacity in heterogeneous networks with interference power," 2014 17th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2014, pp. 458-461, doi: 10.1109/ICCITechn.2014.7073076.

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