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Samruddhi Deshmukh
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Year
Improved Covariance Matrix Estimation with an Application in Portfolio Optimization
S Deshmukh, A Dubey
IEEE Signal Processing Letters, 2020
182020
A phaseless extended Rytov approximation for strongly scattering low-loss media and its application to indoor imaging
A Dubey, S Deshmukh, L Pan, X Chen, R Murch
IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2022
132022
Millimeter-wave 3-D imaging using leaky-wave antennas and an extended Rytov approximation in a frequency-diverse MIMO system
D Ma, Y Zhang, A Dubey, S Deshmukh, S Shen, Q Zhang, R Murch
IEEE Transactions on Microwave Theory and Techniques 71 (4), 1809-1825, 2022
122022
Improved Covariance Matrix Estimator using Shrinkage Transformation and Random Matrix Theory
S Deshmukh, A Dubey
arXiv preprint arXiv:1912.03718, 2019
12*2019
Physics assisted deep learning for indoor imaging using phaseless Wi-Fi measurements
S Deshmukh, A Dubey, D Ma, Q Chen, R Murch
IEEE Transactions on Antennas and Propagation 70 (10), 9716-9731, 2022
82022
Accurate indoor radio frequency imaging using a new extended Rytov approximation for lossy media
A Dubey, S Deshmukh, L Pan, X Chen, R Murch
arXiv preprint arXiv:2110.03211, 2021
42021
Unrolled optimization with deep learning-based priors for phaseless inverse scattering problems
S Deshmukh, A Dubey, R Murch
IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022
32022
Real-time indoor localization and mapping using digitally coded RF waves with implementation on FPGA
AS Gandhi, KM Bhurchandi, S Deshmukh, A Dubey
2016 8th International Conference on Communication Systems and Networks …, 2016
12016
Multitarget Device-Free Localization via Cross-Domain Wi-Fi RSS Training Data and Attentional Prior Fusion
N Fan, Z Tian, A Dubey, S Deshmukh, R Murch, Q Chen
Proceedings of the AAAI Conference on Artificial Intelligence 38 (1), 91-99, 2024
2024
Robust Covariance Matrix Estimation using Random Matrix Theory
S Deshmukh, A Dubey, R Murch
Proceedings of the 6th Joint International Conference on Data Science …, 2023
2023
Received Signal Strength Estimation in Indoor Environment Using High Frequency Rytov Approximation
A Dubey, S Deshmukh, D Ma, R Murch
IEEE Microwave and Wireless Components Letters 32 (6), 788-791, 2022
2022
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