Publications

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Recent Publications

  • Santosh Nannuru, Peter Gerstoft, Guoli Ping, Efren Fernandez-Grande (2021), "Sparse planar arrays for azimuth and elevation using experimental data", J. Acoust. Soc. Am., Vol. 149, Jan 2021, Pages 167-178. https://doi.org/10.1121/10.0002988

  • Peter Gerstoft, Santosh Nannuru, Christoph F. Mecklenbrauker, and Geert Leus (2019), "DOA Estimation in Heteroscedastic Noise", Signal Processing, Vol. 161, 63–73. https://doi.org/10.1016/j.sigpro.2019.03.014 arXiv

  • Kay L. Gemba, Santosh Nannuru, and Peter Gerstoft (2019), "Robust Ocean Acoustic Localization With Sparse Bayesian Learning", IEEE J. Selected Signal Process., Vol. 13, 49--60. https://doi.org/10.1109/JSTSP.2019.2900912

  • Santosh Nannuru, Kay L. Gemba, Peter Gerstoft, William S. Hodgkiss, Christoph Mecklenbrauker (2019), "Sparse Bayesian learning with multiple dictionaries", Signal Process., Vol. 159, June 2019, Pages 159-170. arXiv https://doi.org/10.1016/j.sigpro.2019.02.003

  • Santosh Nannuru, Ali Koochakzadeh, Kay Gemba, Piya Pal, Peter Gerstoft (2018), "Sparse Bayesian learning for DOA estimation using sparse linear arrays", J. Acoust. Soc. Am., Vol. 144, 2719-2730. https://doi.org/10.1121/1.5066457

  • Wagner Mark, Santosh Nannuru, Peter Gerstoft (2017), "Compressive MIMO Beamforming of Data Collected in a Refractive Environment", Radio Science, Vol. 52. https://doi.org/10.1002/2017RS006473

  • Kay L. Gemba, Santosh Nannuru, Peter Gerstoft, William S. Hodgkiss (2017), "Multi-frequency sparse Bayesian learning for robust matched field processing", J. Acoust. Soc. Am., Vol.141, 3411-3420. https://doi.org/10.1121/1.4983467

  • Peter Gerstoft, Christoph F. Mecklenbräuker, Angeliki Xenaki, Santosh Nannuru (2016), "Multisnapshot sparse Bayesian Learning for DOA", IEEE Signal Process. Lett., Vol. 23, 1469-1473. https://doi.org/10.1109/LSP.2016.2598550 Link to Code


Older Publications

  • Santosh Nannuru, S. Blouin, M. Coates, and M. Rabbat (2016), “Multi-sensor CPHD filter”, IEEE Transactions on Aerospace and Electronic Systems, Vol. 52, 1834-1854. arXiv https://doi.org/10.1109/TAES.2016.150265 Link to Code

  • Santosh Nannuru and M. Coates (2015), “Hybrid multi-Bernoulli and CPHD filters for superpositional sensors”, IEEE Transactions on Aerospace and Electronic Systems, Vol. 51, 2847-2863. https://doi.org/10.1109/TAES.2015.140351 Link to Code

  • Santosh Nannuru, Y. Li, Y. Zeng, M. Coates, and B. Yang (2013), “Radio frequency tomography for passive indoor multi-target tracking”, IEEE Transactions on Mobile Computing, Vol. 12, 2322-2333. https://doi.org/10.1109/TMC.2012.190

  • Santosh Nannuru, M. Coates, and R. Mahler (2013), “Computationally-tractable approximate PHD and CPHD filters for superpositional sensors”, IEEE Journal of Selected Topics in Signal Processing, Vol. 7, 410-420. https://doi.org/10.1109/JSTSP.2013.2251605


Ph.D. Thesis - Multitarget Multisensor Tracking