Indian Institute of Technology Kharagpur |

Journal

Kernel-Based Multilayer Graph Signal Recovery via Median Truncation of Gradient Descent Khonglah J. R., Mukherjee A. By IEEE Trans. Signal and Information Processing over Networks 9 268-279 (2023)
Performance analysis and precoder design for IRS-assisted MIMO system with non-linear power amplifiers Azam M.A., Dutta A.K., Mukherjee A. By Physical Communication 55 101928- (2022)
Downlink Precoding for Hybrid Fully Connected Linear Subarrays in mmWave with Rainfall Scattering and Hardware Impairments Azam M.A., Dutta A., Mukherjee A. By IEEE Trans. Vehicular Technology 71 5143-5155 (2022)
Performance Analysis of Dipole Antenna Based Planar Arrays with Mutual Coupling and Antenna Position Error in mmWave Hybrid System Azam M.A., Dutta A.K., Mukherjee A. By IEEE Transactions on Vehicular Technology 70 10209-10221 (2021)
Robust Kernelized Graph-based Learning Manna S., Khonglah J. R., Mukherjee A. , Saha G. By Pattern Recognition 110 - (2021)
Quantification of Malaria Parasitaemia using Trainable Semantic Segmentation and Capsnet Maity M., Jaiswal A. , Gantait K. , Chatterjee J. , Mukherjee A. By Pattern Recognition Letters 138 88-94 (2020)
A Robust Estimator-Based Nonlinear Filtering Approach to Piecewise Biosignal Reconstruction Muduli P. R., Mukherjee A. By IEEE Trans. Instrumentation and Measurement 69 362-370 (2020)
A Moreau Envelope-based Nonlinear Filtering Approach to Denoising Physiological Signals Muduli P. R., Mukherjee A. By IEEE Trans. Instrumentation and Measurement 69 1041-1050 (2020)
Identification of S1 and S2 Heart Sounds Using Spectral and Convex Hull Features Mishra M., Pratiher S., Menon H., Mukherjee A. By IEEE Sensors Journal 20 4311-4320 (2020)
Uplink Channel Estimation with Hardware Imperfections, Antenna Position Error and Channel Correlation for Nested and Linear Array Antennas Azam M. A., Dutta A. K., Mukherjee A. By IEEE Transaction on Vehicular Technology - (2020)
Design and Development of Smartphone-enabled Spirometer with a Disease Classification System Using Convolutional Neural Network Trivedy S., Goyal M. , Mohapatra P. R., Mukherjee A. By IEEE Trans. Instrumentation and Measurement 69 7125-7135 (2020)
Characterization of S1 and S2 Heart Sounds Using Stacked Autoencoder and Convolutional Neural Network Mishra M., Menon H. , Mukherjee A. By IEEE Trans. Instrumentation and Measurement 68 3211-3220 (2019)
Design of a feedback control law for steering steady-states of biochemical reaction networks in quasi-polynomial framework â Ghosh P., Patra S., Mukherjee A. By IFAC-PapersOnLine 51 295-300 (2018)
Detection of Third Heart Sound using Variational Mode Decomposition Mishra M., Banerjee S. , Thomas D. , Dutta S. , Mukherjee A. By IEEE Trans. Instrumentation and Measurement 67 1713-1721 (2018)
Stroke Point Warping based Reference Selection and Verification of Online Signature Kar B., Mukherjee A. , Dutta P. K. By IEEE Trans. Instrumentation and Measurement 67 2-11 (2018)
Fourier-transform-infrared-spectroscopy based metabolomic spectral biomarker selection towards optimal diagnostic differentiation of diabetes with and without retinopathy Mazumder A.G., Banerjee S., Zevictovich F., Ghosh S., Mukherjee A., Chatterjee J. By Spectroscopy Letters 51 340-349 (2018)
A Subspace Projection-based Joint Sparse Recovery Method for Structured Biomedical Signals Muduli P. R., Mukherjee A. By IEEE Trans. Instrumentation and Measurement 66 234-242 (2017)
An Anti-Noise-Folding Algorithm for the Recovery of Biomedical Signals from Noisy Measurements Muduli P. R., Mandal A. K., Mukherjee A. By IEEE Trans. Instrumentation and Measurement 66 2909-2916 (2017)
Structural Prediction of Dynamic Bayesian Network with Partial Prior Information Maiti A., Reddy R. , Mukherjee A. By IEEE Trans. NanoBioscience 14(1) 95-103 (2015)
On the Monte-Carlo Expectation Maximization for Finding Motifs in DNA Sequences Maiti A., Mukherjee A. By IEEE Journal Biomedical and Health Informatics 19 677-686 (2015)
Cancer Classification from Gene Expression Data by NPPC Ensemble Ghorai S., Mukherjee A. , Sengupta S. , Dutta P. K. By IEEE/ACM Trans. Computational Biology and Bioinformatics 8 659-671 (2011)
Discriminant Analysis for Fast Multiclass Data Classification through Regularized Kernel Function Approximation Ghorai S., Mukherjee A. , Dutta P. K. By IEEE Trans. Neural Networks 21(6) 1020-1029 (2010)
Detection of Constituent Layers of Histological OSF images by hybrid segmentation algorithm Ray T., Reddy D. S., Mukherjee A. , Chatterjee J. , Paul . R., Dutta P. K. By Oral Oncology 44 1167-1171 (2008)
Statistical Modeling of ultrastructural features of murine dermal collagen under chronic low-dose whole body x-irradiation Chatterjee J., Mukherjee A. , Mukherjee K. , Dutta P. K., Chaudhuri K. By FEBS Letters 581 5034-5042 (2007)

Conferences

Convolutional Neural Network Based Heart Sounds Recognition on Edge Computing Platform Vakamullu V., Trivedy S., Mishra M., Mukherjee A. By Conference Record - IEEE Instrumentation and Measurement Technology Conference - (2022)
Real-Time Heart Murmur Classification using Attention Based Deep Learning Approach Vakamullu V., Mishra M., Mukherjee A. By Conference Record - IEEE Instrumentation and Measurement Technology Conference - (2022)
Data Acquisition System for Web-based Multi-modal Data Repository Rushambwa M.C., Mukherjee A., Maity M., Palaniappan R., Vijean V., Ghulam Nabi F. By Proceedings of 2021 IEEE 7th International Conference on Bio Signals, Images and Instrumentation, ICBSII 2021 - (2021)
Kernelized graph-based multi-view clustering on high dimensional data Manna S., Khonglah J.R., Mukherjee A., Saha G. By 26th National Conference on Communications, NCC 2020 - (2020)
Low-rank kernelized graph-based clustering using multiple views Manna S., Khonglah J.R., Mukherjee A., Saha G. By 26th National Conference on Communications, NCC 2020 - (2020)
Microphone based smartphone enabled spirometry data augmentation using information maximizing generative adversarial network Trivedy S., Goyal M., Mukherjee A. By I2MTC 2020 - International Instrumentation and Measurement Technology Conference, Proceedings - (2020)
Effect of gaussian correlated channel on uplink channel estimation for massive MIMO with nested array at the base station Azam M.D.A., Mukherjee A., Dutta A.K. By 26th National Conference on Communications, NCC 2020 - (2020)
Improvement in localization of a moving vehicle using k-means clustering Kumar A., Mukherjee A. By I2MTC 2020 - International Instrumentation and Measurement Technology Conference, Proceedings - (2020)
Visible Spectrum-based Classification of Malaria Blood Samples on Handheld Spectrometer Maity M., Gantait K. , Mukherjee A. , Chatterjee J. By 2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Auckland, New Zealand 1-5 (2019)
Classification of spirometry using stacked autoencoder based neural network Trivedy S., Goyal M., Mishra M., Verma N., Mukherjee A. By I2MTC 2019 - 2019 IEEE International Instrumentation and Measurement Technology Conference, Proceedings 2019-May - (2019)
Estimation of speed and tracking of vehicles using radar duet Kumar A., Mukherjee A., Mandava M. By I2MTC 2019 - 2019 IEEE International Instrumentation and Measurement Technology Conference, Proceedings 2019-May - (2019)
Grading heart sounds through variational mode decomposition and higher order spectral features Mishra M., Pratiher S., Banerjee S., Mukherjee A. By I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings 1-5 (2018)
Iris biometrics using deep convolutional networks Menon H., Mukherjee A. By I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings 1-5 (2018)

Electrical Engineering

Faculty

Research Areas

Ph. D. Students

Jessy Rimaya Khonglah

Venkatesh Vakamullu