Refereed Journals
V. Kumar and P. R. Muduli, "Higher-order Spectra-based Ensemble Learning Approach for Cuffless Blood Pressure Estimation", IEEE Sensors Letters (Accepted on 01 Feb 2025)
N. Saidulu, and P.R. Muduli, "Dynamic Perception-oriented Low-dose CT Image Denoising Network using Structure-aware Self-similarity." Circuits Syst Signal Process, Springer Nature (Accepted on 28 Jan 2025)
N. Saidulu, and P.R. Muduli, "Exploiting Computational-efficient Hybrid-scale Self-similarity for Low-Dose CT Image Denoising," IEEE Trans. Instrumentation and Measurement, 2025 (Accepted, In press).
N. Saidulu, A. Dasgupta, and P.R. Muduli, "RHLNet: Robust Hybrid Loss-based Network for Low-Dose CT Image Denoising," IEEE Trans. Instrumentation and Measurement, 2024, DOI: 10.1109/TIM.2024.3403187.
N. Gautam; R. Verma; P.R. Muduli, S. Kar, and A. Sarkar, "Quantification of creatinine in whole blood by a paper-based device using an RGB sensor", Analytical Method, Royal Soc Chemistry, England, 2024, DOI: 10.1039/d4ay01476f
V. Kumar and P. R. Muduli, "Attentive Bi-LSTM-Based Method for Noise Suppression in Ambulatory ECG Measurements," IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-9, 2023, Art no. 2532409, DOI: 10.1109/TIM.2023.3330182.
V. Kumar and P. R. Muduli, " Infimal convolution and AM-GM majorized total variation-based integrated approach for biosignal denoising, " Signal, Image and Video Processing, Springer Nature, vol.18, pp. 1919-1927, March 2024, DOI:10.1007/s11760-023-02902-7.
P.R. Muduli, V. Kumar, "A Proximity Operator-Based Method for Denoising Biomedical Measurements." Circuits Syst Signal Process, Springer Nature, vol. 42, pp. 6253–6277 (2023), https://doi.org/10.1007/s00034-023-02400-8
T. Radhakrishnan, J. Karhade, S. K. Ghosh, P. R. Muduli, U. R. Acharya, R. K. Tripathy; “AFCNNet: Automated detection of AF using Chirplet transform and Deep Convolutional Bidirectional Long Short Term Memory Network with ECG signals,” Computers in Biology and Medicine, Elsevier, vol. 137, pp. 104783, 2021.
P. R. Muduli and A. Mukherjee; "A Robust Estimator-based Nonlinear Filtering Approach to Piecewise Biosignal Reconstruction," IEEE Trans. Instrumentation and Measurement, vol. 69, no. 2, pp. 362-370, 2020.
P. R. Muduli and A. Mukherjee; "A Moreau Envelope-based Nonlinear Filtering Approach to Denoising Physiological Signals," IEEE Trans. Instrumentation and Measurement, vol. 69, no. 4, pp. 1041-1050, 2020.
P. R. Muduli, A. K. Mandal, and A. Mukherjee; "An Anti-Noise-Folding Algorithm for the Recovery of Biomedical Signals from Noisy Measurements," IEEE Trans. Instrumentation and Measurement, vol. 66, no. 11, pp. 2909-2916, 2017.
P. R. Muduli and A. Mukherjee; "A Subspace Projection-based Joint Sparse Recovery Method for Structured Biomedical Signals," IEEE Trans. Instrumentation and Measurement, vol. 66, no. 2, pp. 234-242, 2017.
P. R. Muduli and U. C. Pati; "Image Fusion based on Bilateral Sharpness Criterion in DT-CWT Domain," International Journal of Computational Vision and Robotics, INDERSCIENCE, vol.4, pp. 161-170, 2014.
Book Chapters
R. Arya, U. Agrawal, A. Singh, E. Gupta, P. R. Muduli, "Development and Implementation of an Efficient Deep Residual Network for ECG Classification," In Bhateja, V., Yang, XS., Chun-Wei Lin, J., Das, R. (eds) Intelligent Data Engineering and Analytics. FICTA 2022. Smart Innovation, Systems, and Technologies, vol. 327, pp.269-280, Springer, Singapore ( ISBN: 978-981-19-7523-3).
P. R. Muduli and U. C. Pati; "A Novel Edge Detection Technique for Multi-Focus Images using Image Fusion," Intelligent Computing, Networking, and Informatics, Springer India, ISSN: 1867-5670, pp. 359-367, 2014.
Refereed Conference Proceedings
V. Kumar, Maulesh Gadani, Jayesh Jayarajan, Payal Sharma and P. R. Muduli, " Swin Transformer-based Cuffless Blood Pressure Estimation using Cardiovascular Signals, 21st IEEE INDICON 2024 held at IIT Kharagpur from 19-21 December 2024.
V. Kumar, G. V. S. Sai Bharadwaj, J. Jayarajan, M. N Gadani, P. Sharma, P. R. Muduli, "Wavelet-based Adaptive Boosting Method for Cuffless Blood Pressure Estimation on PYNQ-Z2", 2024 International Conference on Signal Processing and Communications (SPCOM), July 2024, IISc Bangalore, India.
Y.K Meena, Vinit Kumar and P.R. Muduli, "Schizophrenia Detection using Extreme GradientBoosting with Enhanced Features on PYNQ-Z2", 2023 IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA2023), Malaysia.
V. Kumar and P. R. Muduli, "EWT-Domain Optimized Modified LoG Filtering for Motion Artifact Suppression from EEG Signals," 2023 International Conference on Microwave, Optical, and Communication Engineering (ICMOCE), Bhubaneswar, India, 2023, pp. 1-4, doi: 10.1109/ICMOCE57812.2023.10167168.
S. Tiwari, P. R. Muduli; "Convolutional Neural Network-based ECG Classification on PYNQ-Z2 Framework", IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), 08-10 July 2022, Bangalore, India.
A. Chandel, V. Kumar, and P. R. Muduli; "Stacked Bi-LSTM Network and Dual Signal Transformation for Heart Sound Denoising," 5th International Conference on VLSI, Communication and Signal Processing,14-16 OCTOBER, 2022.
P. R. Muduli and A. Mukherjee; "Noise-assisted Trend-filtering of Fetal Electrocardiogram Signals," IEEE-EMBS Conference on Biomedical Engineering and Sciences, 03-08 Dec. 2016, Kuala Lumpur, Malaysia.
P. R. Muduli, R. G. Reddy and A. Mukherjee; "A Deep Learning Approach to Fetal-ECG Signal Reconstruction," 22nd National Conference on Communications (NCC), 4-6 March 2016, IIT Guwahati, India.
S. T. John, P. R. Muduli, A. Mukherjee; "An Analog-Front-End for Non-Invasive Fetal Electrocardiography Monitoring," 2016 IEEE Techsym, Sep. 30-Oct. 02, 2016, IIT Kharagpur, India.
R. Reddy, P. R. Muduli, A. Mukherjee; "Compressed Sensing of Respiratory Signals Promoting Joint-Sparsity," 22nd National Conference on Communications (NCC), 4-6 March 2016, IIT Guwahati, India.
P. R. Muduli and U. C. Pati; "A Novel Technique for Wall Crack Detection Using Image Fusion," Proc. of IEEE International Conference on Computer Communication and Informatics (ICCCI-2013), Jan-2013, Coimbatore, India.
Research Projects:
Project Title: Development of Wearable Internet of Medical Things for Continuous Health Monitoring of Astronauts
Funding Agency: SAC, Indian Space Research Organization (ISRO), Department of Space, Govt. of India.
Role: Principal Investigator
Budget: Rs 26.09 Lakhs
Duration: 3 Years (2022-2025)
Project Title: Design and development of Reconfigurable Reflectarray Antenna at X-band
Funding Agency: SAC, Indian Space Research Organization (ISRO), Department of Space, Govt. of India.
Role: Co-Principal Investigator
Budget: Rs 27.77 Lakhs
Duration: 2 Years (2022-2024)
Project Title: Knowledge Partnership for Digital Metrology
Funding Agency: Ministry of Consumer Affairs, food, and Public Distribution, Govt. of India.
Role: Co-Principal Investigator
Budget: Rs 1.5 crore
Duration: 5 Years (14.03.2023-13.03.2028)