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.

Vacancy: Junior Research Fellow (One position)    (New)                                   Date of publish: 05/March/2025       Last date:   20/March/2025

Project title: "Design & Development of Polyphase Filter Design for RF Channelization Algorithm for 5G Satcom Application"

Specialization Required: Signal Processing, Filter Design 

Qualification: BE/BTech with GATE/NET OR ME/MTech/MS 

Salary: 37000/- pm 

Send the complete CV at rrsdiat@gmail.com

Latest News

• 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.

• A Conference paper titled "Classifying EEG-based Upper Limb Motor Imagery Tasks for Brain-Robot Interface-based System Development" authored by Kuldeep Gurjar, Sanskar Agrawal, Kazi Newaj Faisal, Rishi Raj Sharma   has been accepted in the 2024 IEEE International Conference on Advanced Robotics and Mechatronics (ICARM), to be held at Tokyo, Japan (7-10 July, 2024). (Selected in top 20 papers for Award Session)

• A Conference paper titled "PSD information based fatigue invariant hand gesture recognition using sEMG" authored by Vedang Dadape, Arnav Deshmukh, Shivam Sharma, and Rishi Raj Sharma  has been accepted in the International Conference on Signal Processing and Communications (SPCOM) 2024, to be held at IISc, Bangalore, India (1-4 July, 2024).

• A Conference paper titled "Induced Stress Identification Using EEG: A Framework based on MVMD and Machine Learning" authored by Sanskar Agarwal, Shivam Sharma, Kazi Newaj Faisal, and Rishi Raj Sharma has been accepted in the 2024 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS).

• Congratulations Prajwal Sapkal (M.Tech. (SPC))!! for getting placed in Sasken Technologies Ltd. 

• Recently accepted paper with title "Human Activity Recognition From FMCW Radar Signals Utilizing Cross-Terms Free WVD" authored by Kazi Newaj Faisal, Hasan Saeed Mir, and Rishi Raj Sharma in IEEE Internet of Things Journal (IF - 10.6, SJR - 3.75, Q1).

• Recently accepted paper with title "Complex flexible analytic wavelet transform for UAV state identification using RF signal" authored by Vijay Kumar Kashyap, Rishi Raj Sharma, Ram Bilas Pachori  in IEEE Transactions on Aerospace and Electronic Systems (IF - 4.4,).

• Recently accepted paper with title "Multivariate Fast Iterative Filtering based Automated System for Grasp Motor Imagery Identification using EEG Signals" authored by Shivam Sharma, Aakash Shedsale and Rishi Raj Sharma  in International Journal of Human-Computer Interaction.

• Recently accepted paper with title "sEMG-Based Small Rotation Invariant Gesture Recognition Using Multivariate Fast Iterative Filtering" authored by Shivam Sharma and Rishi Raj Sharma  in IEEE Sensors Letters.

• Congratulations Pushpendra Rajpurohit (M.Tech. (DES))!! to join PhD at IIT Delhi.

• Congratulations Nipunika Chowdhury (M.Tech. (SPC))!! for getting placed in L&T Technology Services. 

• Congratulations Nithya K. (M.Tech. (SPC))!! to join PhD at IIT Madras.

• Congratulations Pushpendra Rajpurohit (M.Tech. (DES))!! for getting placed in Bit Mapper Integration Technologies Pvt. Ltd. (CTC- 11 Lpa).

• Congratulations Anubhab Debnath (M.Tech. (SPC))!! for getting placed in Agnikul Cosmos Pvt. Ltd. (CTC- 10 Lpa).

• Congratulations Koundinya Jallepalli (M.Tech. (SPC))!! for getting placed in ANALOG DEVICES (CTC- 20.92 Lpa).

• Best Male Student Paper Award: The second International Conference on the Paradigm shifts in Communication, Embedded Systems, Machine Learning and Signal Processing (PCEMS 2023) held at VNIT, Nagpur, India (05-06 April, 2023). Paper title: "Suppression of False-terms in Wigner-Ville Distribution using Time and Frequency Windowing". Congratulations Maj. KN Faisal!!