Overview

The lab is focused on recent advances and research related to advanced signal processing techniques for Non-stationary signal analysis, Statistical signal processing, and Signal estimation and detection. The lab also concentrates on the application of signal processing in Sensor signal/image/video/data analysis, Automated system development, Brain-computer interfacing, Human-computer interaction, Biomedical signal processing (like EEG, ECG, PCG, PPG, fMRI etc.),  Automotive radar, Communication systems, with help Artificial intelligence and Machine learning.

Latest News

• Faisal, K.N., Chandela, U. and Sharma, R.R., 2025. Two-Dimensional Successive Variational Mode Decomposition. IEEE Signal Processing Letters. (IF - 3.9)

• A Conference paper titled "Human Daily Activity Recognition using Spectrogram and 2D-CNN Through Doppler Radar " authored by Sachin Bhingikar and Rishi Raj Sharma has been accepted in the 2025 IEEE International Conference on Electronics, Computing and Communication Technologies , held at Bangalore (10-13 July, 2025).

• A Conference paper titled "Placement-Invariant Hand Grasp Recognition using Fixed Diameter sEMG Band" authored by Shivam Sharma, Kazi Newaj Faisal, Rishi Raj Sharma has been accepted in the 7th International Conference on Advanced in Robotics-2025 (AIR 2025), held at IIT Jodhpur (2-5 July, 2025).

• Chandela, U., Faisal, K.N. and Sharma, R.R., 2025. Electroencephalogram-based Unified Approach for Multiple Neurodevelopmental Disorders Detection in Children Using Successive Multivariate Variational Mode Decomposition. IEEE Transactions on Cognitive and Developmental Systems (IF - 4.9). 

• Recently accepted paper with title "Time series forecasting using SVMD-LSTM: A hybrid approach for stock market prediction" authored by Sanskar Agrawal, Shivam Sharma, Kazi Newaj Faisal, Rishi Raj Sharma in Journal of Probability and Statistics (IF - 1.0).

• Shedsale, A., Sharma, S., Sharma, R.R. and Pachori, R.B., 2024. EEG-Based Automated System for Reach-and-Grasp Identification Using Amplitude Envelope Enabled Multivariate Spectral Information. IEEE Transactions on Automation Science and Engineering (IF - 5.9).

• Sharma, S., Faisal, K.N. and Sharma, R.R., 2024. Automated Grasp Recognition using sEMG: Recent Advances, Challenges and Future Developments. IEEE Transactions on Instrumentation and Measurement (IF - 5.6). 

• Katariya, R.M., Sharma, R.R. and Kumar, M., 2024. Analysis of Linear and Non-Linear Relationships between Surface-Electromyogram Signal and Finger Kinematics. Journal of Mechanics in Medicine and Biology. 

• Sharma, R.R., Adigarla, S.H.K.R. and Mishra, O., 2024. Passive millimeter wave image based security system for concealed threat identification using focus measures. Multimedia Tools and Applications, pp.1-17 (IF - 3.0). 

• A Conference paper titled "Automated Power-Precision Grasp Recognition from sEMG: A Multivariate Signal Decomposition-based Approach" authored by Shivam Sharma, Kazi Newaj Faisal, Rishi Raj Sharma has been accepted in the International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT) 2024, held at ABV-IIITM Gwalior  (7-8 December, 2024).

• A Conference paper titled "Fine-Grained Intake Activity Recognition using KNN Through FMCW Radar" authored by Rohit Ruprao Tayade, Vaibhavi Pramod Shahare, Siddhi Rajesh Thobde, Shivam Sharma, Rishi Raj Sharma  has been accepted in the International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT) 2024, held at ABV-IIITM Gwalior  (7-8 December, 2024).

• Recently accepted paper with title "Advanced wavelet transform-based automated system for drone state identification using RF signal" authored by RR Sharma, K Gurjar, BB Bhagat, and A Pramod in Journal of Aerospace Information Systems (IF - 1.3).

• Congratulations Shradha kouloorkar (M.Tech. (SPC))!! to join PhD at IIT Hyderabad.

• Congratulations Sanskar Agarwal (M.Tech. (SPC))!! to join PhD at IIT Delhi.