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] Filters: Keyword is compressed sensing [Clear All Filters]
, “Learning Power Spectrum Maps from Quantized Power Measurements”, IEEE Transactions on Signal Processing, vol. 65, no. 10, pp. 2547-2560, 2017.
TSP2666775.pdf (1.11 MB)
TSP2666775.pdf (1.11 MB), “Compressive Covariance Sensing: Structure-Based Compressive Sensing Beyond Sparsity”, IEEE Signal Processing Magazine, vol. 33, no. 1, p. 78--93, 2016. romero_SPM.pdf (408.02 KB)
romero_SPM.pdf (408.02 KB), “Designing incoherent frames through convex techniques for optimized compressed sensing”, IEEE Transactions on Signal Processing, vol. 64, no. 9, pp. 2334-2344, 2016.
, “Fast orthonormal sparsifying transforms based on Householder reflectors”, IEEE Transactions on Signal Processing, vol. 64, no. 24, pp. 6589-6599, 2016.
, “The use of unit norm tight measurement matrices for one-bit compressed sensing”, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016.
, “Compression Limits for Random Vectors with Linearly Parameterized Second-Order Statistics”, IEEE Trans. Information Theory, vol. 61, no. 3, pp. 1410-1425, 2015. TIT2394784.pdf (429.71 KB)
TIT2394784.pdf (429.71 KB), “Spectrum Cartography using quantized observations”, in IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, 2015. Cartography.pdf (259.63 KB)
Cartography.pdf (259.63 KB), “Circular Sparse Rulers Based On Co-prime Sampling For Compressive Power Spectrum Estimation”, in IEEE Global Communications Conference, Austin, TX, 2014.
, “Wideband Spectrum Sensing From Compressed Measurements Using Spectral Prior Information”, IEEE Trans. Signal Process., vol. 61, pp. 6232-6246, 2013.