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Author Title [ Type(Desc)] Year
Filters: Keyword is compressed sensing  [Clear All Filters]
Conference Paper
N. González-Prelcic and Domíngez-Jiménez, M. E., Circular Sparse Rulers Based On Co-prime Sampling For Compressive Power Spectrum Estimation, in IEEE Global Communications Conference, Austin, TX, 2014.
D. Romero, Kim, S. - J., López-Valcarce, R., and Giannakis, G., Spectrum Cartography using quantized observations, in IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, 2015.PDF icon Cartography.pdf (259.63 KB)
C. Rusu, González-Prelcic, N., and Heath, Jr., R. W., 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.
Journal Article
D. Romero, López-Valcarce, R., and Leus, G., Compression Limits for Random Vectors with Linearly Parameterized Second-Order Statistics, IEEE Trans. Information Theory, vol. 61, no. 3, pp. 1410-1425, 2015.PDF icon paper.pdf (416.1 KB)
D. Romero, Ariananda, D. D., Tian, Z., and Leus, G., Compressive Covariance Sensing: Structure-Based Compressive Sensing Beyond Sparsity, IEEE Signal Processing Magazine, vol. 33, no. 1, p. 78--93, 2016.PDF icon romero_SPM.pdf (408.02 KB)
C. Rusu and González-Prelcic, N., Designing incoherent frames through convex techniques for optimized compressed sensing, IEEE Transactions on Signal Processing, vol. 64, no. 9, pp. 2334-2344, 2016.
C. Rusu, González-Prelcic, N., and Heath, Jr., R. W., Fast orthonormal sparsifying transforms based on Householder reflectors, IEEE Transactions on Signal Processing, vol. 64, no. 24, pp. 6589-6599, 2016.
D. Romero, Kim, S. - J., Giannakis, G., and López-Valcarce, R., Learning Power Spectrum Maps from Quantized Power Measurements, IEEE Transactions on Signal Processing, vol. 65, no. 10, pp. 2547-2560, 2017.PDF icon cartography.pdf (1.04 MB)
D. Romero and Leus, G., Wideband Spectrum Sensing From Compressed Measurements Using Spectral Prior Information, IEEE Trans. Signal Process., vol. 61, pp. 6232-6246, 2013.