Journal Publications:
S. Khanna and C. R. Murthy, "On the Support Recovery of Jointly Sparse Gaussian Sources via Sparse Bayesian Learning," in IEEE Transactions on Information Theory, vol. 68, no. 11, pp. 7361-7378, Nov. 2022
G. Joseph, S. Khanna, C. R. Murthy, R. Prasad, S. Thoota, Sparsity-aware Bayesian inference and its applications, in Handbook of Statistics, vol. 47, pp. 161-207, 2022
S. Khanna and C. R. Murthy, “Sparse Recovery From Multiple Measurement Vectors Using Exponentiated Gradient Updates,” in IEEE Signal Processing Letters, vol. 25, no. 10, pp. 1485-1489, Oct. 2018.
S. Khanna and C. R. Murthy, “On the Restricted Isometry of Column-wise Khatri-Rao Product”, IEEE Transactions on Signal Processing, vol. 66, no. 5, pp. 1170-1183, Dec. 2017.
S. Khanna and C. R. Murthy, “Communication Efficient Decentralized Sparse Bayesian Learning of Joint Sparse Signals”, IEEE Transactions on Signal and Information Processing over Networks, vol. 3, no. 3, pp. 617–630, Nov. 2016.
S. Khanna and C. R. Murthy, “Decentralized Joint-Sparse Signal Recovery: A Sparse Bayesian Learning Approach”, IEEE Transactions on Signal and Information Processing over Networks, vol. 3, no. 1, pp. 29–45, Sept. 2016.
Conference Proceedings:
M. Singhal and S. Khanna, ``Proximal Subgradient Descent Method for Cancelling Cross-Interference in FMCW Radars," IEEE Statistical Signal Processing Workshop (SSP), Hanoi, 2023 (Accepted).
S. Khanna and V. Y. F. Tan, “Economy Statistical Recurrent Units for Inferring Nonlinear Granger Causality”, International Conference on Learning Representations (ICLR), 2020, Addis Ababa.
S. Khanna and C. R. Murthy, “Renyi Divergence Based Covariance Matching Pursuit of Joint Sparse Support”, IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2017, Sapporo, pp. 1-5.
S. Khanna and C. R. Murthy, “Decentralized Bayesian learning of jointly sparse signals”, IEEE GLOBECOM Conference, Austin, TX, 2014, pp. 3103-3108.
J. Tangudu, K. Ramasubramanian, K. Subburaj, S. Khanna and S. Chomal, “Techniques to enhance GNSS signal acquisition and tracking sensitivity”, International Conference on Indoor Positioning and Indoor Navigation, Montbeliard-Belfort, 2013, pp. 1-10.
H. Snoussi and S. Khanna and D. Hewson and J. Duchene, “Number of Sources Uncertainty in Blind Source Separation”, 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, 2007, pp. 6515-6518.
