S. Nannuru

Most-cited papers

1. Multisnapshot Sparse Bayesian Learning for DOA

   P. Gerstoft, C. Mecklenbrauker, Angeliki Xenaki, S. Nannuru

   2016IEEE Signal Processing Letters294 citations Open access

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2. Radio-Frequency Tomography for Passive Indoor Multitarget Tracking

   S. Nannuru, Yunpeng Li, Yan Zeng, M. Coates +1 more

   2013IEEE Transactions on Mobile Computing143 citations

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3. Multi-frequency sparse Bayesian learning for robust matched field processing.

   K. Gemba, S. Nannuru, P. Gerstoft, W. Hodgkiss

   2017Journal of the Acoustical Society of America101 citations Open access

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4. Sparse Bayesian learning with multiple dictionaries

   S. Nannuru, K. Gemba, P. Gerstoft, W. Hodgkiss +1 more

   2017Signal Processing84 citations Open access

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5. Robust Ocean Acoustic Localization With Sparse Bayesian Learning

   K. Gemba, S. Nannuru, P. Gerstoft

   2019IEEE Journal on Selected Topics in Signal Processing75 citations

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6. Computationally-Tractable Approximate PHD and CPHD Filters for Superpositional Sensors

   S. Nannuru, M. Coates, R. Mahler

   2013IEEE Journal on Selected Topics in Signal Processing68 citations Open access

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7. Multisensor CPHD filter

   S. Nannuru, S. Blouin, M. Coates, M. Rabbat

   2015IEEE Transactions on Aerospace and Electronic Systems62 citations Open access

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8. Sparse Bayesian learning for beamforming using sparse linear arrays.

   S. Nannuru, A. Koochakzadeh, K. Gemba, Piya Pal +1 more

   2018Journal of the Acoustical Society of America55 citations

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9. Multi-target tracking for measurement models with additive contributions

   F. Thouin, S. Nannuru, M. Coates

   2011Fusion47 citations

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10. Multi-target device-free tracking using radio frequency tomography

    S. Nannuru, Yunpeng Li, M. Coates, Bo Yang

    20112011 Seventh International Conference on Intelligent Sensors, Sensor Networks and Information Processing46 citations

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11. Sparse Bayesian Learning for DOA Estimation Using Co-Prime and Nested Arrays

    S. Nannuru, P. Gerstoft, A. Koochakzadeh, Piya Pal

    2018International Conference on Security and Management18 citations

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12. Hybrid multi-Bernoulli and CPHD filters for superpositional sensors

    S. Nannuru, M. Coates

    2015IEEE Transactions on Aerospace and Electronic Systems18 citations

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13. DOA estimation in heteroscedastic noise

    P. Gerstoft, K. Gemba, S. Nannuru

    2018Journal of the Acoustical Society of America17 citations Open access

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14. General solution and approximate implementation of the multisensor multitarget CPHD filter

    S. Nannuru, M. Coates, M. Rabbat, S. Blouin

    2015IEEE International Conference on Acoustics, Speech, and Signal Processing15 citations

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15. Doa Estimation in Heteroscedastic Noise with Sparse Bayesian Learning

    P. Gerstoft, S. Nannuru, C. Mecklenbrauker, G. Leus

    2018IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations Open access

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16. Multi-Bernoulli filter for superpositional sensors

    S. Nannuru, M. Coates

    2013Proceedings of the 16th International Conference on Information Fusion12 citations

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17. Particle filter implementation of the multi-Bernoulli filter for superpositional sensors

    S. Nannuru, M. Coates

    2013IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing11 citations

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18. Sparse Bayesian Learning for Acoustic Source Localization

    Ruchi Pandey, S. Nannuru, Aditya Siripuram

    2021IEEE International Conference on Acoustics, Speech, and Signal Processing10 citations

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19. Sparse planar arrays for azimuth and elevation using experimental data.

    S. Nannuru, P. Gerstoft, Guoli Ping, Efren Fernandez-Grande

    2021Journal of the Acoustical Society of America10 citations

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20. Parametric Models for Doa Trajectory Localization

    Ruchi Pandey, S. Nannuru

    2022IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations

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21. 2D Beamforming on Sparse Arrays with Sparse Bayesian Learning

    S. Nannuru, P. Gerstoft

    2019IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations

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22. Grid-free algorithms for direction-of-arrival trajectory localization.

    Ruchi Pandey, S. Nannuru

    2024Journal of the Acoustical Society of America8 citations

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23. Hybrid multi-Bernoulli CPHD filter for superpositional sensors

    S. Nannuru, M. Coates

    2014Defense + Security Symposium7 citations Open access

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24. Sparse Bayesian learning with uncertain sensing matrix

    S. Nannuru, P. Gerstoft, K. Gemba

    2017IEEE International Conference on Acoustics, Speech, and Signal Processing6 citations

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25. Experimental Validation of Wideband SBL Models for DOA Estimation

    Ruchi Pandey, S. Nannuru, P. Gerstoft

    2022European Signal Processing Conference5 citations

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26. Particle Flow Gaussian Particle Filter

    Karthik Comandur, Yunpeng Li, S. Nannuru

    2022Fusion5 citations Open access

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27. Deep Architecture for DOA Trajectory Localization

    Shreyas Jaiswal, Ruchi Pandey, S. Nannuru

    2023IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations

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28. Multi-frequency sparse Bayesian learning for matched field processing in non-stationary noise

    K. Gemba, S. Nannuru, P. Gerstoft

    2018Journal of the Acoustical Society of America4 citations

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29. Compressive MIMO Beamforming of Data Collected in a Refractive Environment

    Mark Wagner, S. Nannuru, P. Gerstoft

    20174 citations Open access

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30. Sparse Bayesian Learning for DOA Estimation in Heteroscedastic Noise

    P. Gerstoft, S. Nannuru, C. Mecklenbrauker, G. Leus

    20174 citations

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31. Multi-frequency sparse Bayesian learning with uncertainty models

    S. Nannuru, K. Gemba, P. Gerstoft, W. Hodgkiss +1 more

    2017arXiv.org3 citations

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32. A distributed general multi-sensor cardinalized probability hypothesis density (CPHD) filter for sensor networks

    S. D. Gupta, S. Nannuru, M. Coates, M. Rabbat

    2015Defense + Security Symposium3 citations

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33. Impact of diffusion on synchronization pattern of epidemics in non-identical meta-population networks.

    Anika Roy, Ujjwal Shekhar, Aditi Bose, Subrata Ghosh +3 more

    2024Chaos2 citations Open access

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34. DOA Estimation in Heteroscedastic Noise with sparse Bayesian Learning

    P. Gerstoft, C. Mecklenbrauker, S. Nannuru, G. Leus

    2020International Conference on Advances in Cybersecurity2 citations

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35. Sparse Bayesian learning with multiple dictionaries

    S. Nannuru, K. Gemba, P. Gerstoft

    2017IEEE Global Conference on Signal and Information Processing2 citations

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36. Real-time identification and control of influential pandemic regions using graph signal variation

    Sudeepini Darapu, Subrata Ghosh, Dibakar Ghosh, C. Hens +1 more

    20251 citations

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37. Sequential DOA Trajectory Estimation using Deep Complex Network and Residual Signals

    Shreyas Jaiswal, Peter Gerstoft, S. Nannuru

    2025IEEE International Conference on Acoustics, Speech, and Signal Processing1 citations

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38. Localization of DOA trajectories - Beyond the grid

    Ruchi Pandey, S. Nannuru

    2023arXiv.org1 citations Open access

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39. Particle Flow Gaussian Sum Particle Filter

    Karthik Comandur, Yunpeng Li, S. Nannuru

    2022IEEE International Conference on Acoustics, Speech, and Signal Processing1 citations Open access

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40. Multi-frequency sparse Bayesian learning with noise models

    K. Gemba, S. Nannuru, P. Gerstoft

    2019Journal of the Acoustical Society of America1 citations

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41. Robust multi-frequency sparse Bayesian learning: Theory and simulations

    S. Nannuru, K. Gemba, W. Hodgkiss, P. Gerstoft

    20161 citations

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42. Identifying Influential Nodes in Epidemic Spread Using Temporal Local Variation

    Sudeepini Darapu, Subrata Ghosh, Abhishek Senapati, D. Ghosh +2 more

    2026International Conference on Security and Management0 citations

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43. Energy Clustering for Passive SONAR Signal Detection

    M. Deepti, S. Nannuru, D. B, Pratheek Suresh Kumar

    2026National Conference on Communications0 citations

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44. Dynamic Tilt Estimation for Pen Tracking Using a Single Tri-Axial Accelerometer

    Aditya Ranjan Padhi, S. Nannuru

    2026International Conference on Future Internet of Things and Cloud0 citations

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45. Nrield 5D Pose Estimation using Reconfigurable Intelligent Surfaces

    Srikar Sharma Sadhu, Praful D. Mankar, S. Nannuru

    2025Global Communications Conference0 citations Open access

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46. Near-field Anchor-free Localization using Reconfigurable Intelligent Surfaces

    Srikar Sharma Sadhu, Praful D. Mankar, S. Nannuru

    20250 citations

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47. Graph learning methods to extract empathy supporting regions in a naturalistic stimuli fMRI

    Sasanka Grs, Ayushi Agrawal, S. Nannuru, Kavita Vemuri Signal Processing +3 more

    20240 citations

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48. Invertible particle flow based Gaussian and Gaussian sum particle filters

    S. Nannuru, Yunpeng Li

    20230 citations

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49. Improving audio event localization accuracy via derivative prediction

    Ruchi Pandey, Shreyas Jaiswal, Huy Phan, S. Nannuru

    2023European Signal Processing Conference0 citations

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50. Identifying Influential Pandemic Regions Using Graph Signal Variation

    Sudeepini Darapu, Subrata Ghosh, Abhishek Senapati, C. Hens +1 more

    20220 citations

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