@incollection{, 51C45BDC255E7FFDE74DB6EA3F0C0C68 , author={{KhalidSabri} and {KhalidSabri} and {University of Chouaib Doukkali, Morroco}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}1441939 } @book{b0, , title={{Introduction to random processes: with application to signals and systems}} , author={{ WAGardner }} , year={1986} } @incollection{b1, , title={{The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines}} , author={{ JAntoni } and { RBRandall }} , booktitle={{Mechanical Systems and Signal Processing}} , year={Feb. 2006} 20 } @book{b2, , title={{Cyclostationarity in communications and signal processing}} , author={{ WAGardner }} , year={1993} , publisher={IEEE PRESS} } @incollection{b3, , title={{Cyclic Sparse Greedy Deconvolution}} , author={{ KhalidSabri }} , journal={{IJIGSP}} 4 12 , year={2012} } @incollection{b4, , title={{Cyclostationary modeling of ground reaction force signals}} , author={{ KSabri } and { MElBadaoui } and { FGuillet } and { ABelli } and { GMillet } and { J.-BMorin }} , journal={{Signal Processing}} 90 4 , year={April 2010} } @incollection{b5, , title={{Bayesian deconvolution of cyclostationary processes based on point processes}} , author={{ CAndrieu } and { PDuvaut } and { ADoucet }} , journal={{EUSIPCO}} , year={Sep 1996} } @incollection{b6, , title={{Recursive least squares algorithm for blind deconvolution of channels with cyclostationary inputs}} , author={{ D } and { HatzinakosJIlow }} , booktitle={{IEEE Military Communications Conference}} Boston, Massachusetts , year={1993} } @incollection{b7, , title={{Nonminimum phase channel deconvolution using the complex cepstrum of the cyclic autocorrelation}} , author={{ DHatzinakos }} , journal={{IEEE Trans. on SP}} 42 11 , year={Nov. 1994} } @incollection{b8, , title={{Deconvolution of cyclostationary signals}} , author={{ LCerrato } and { BEisenstein }} , journal={{IEEE Trans. on Acoustics, Speech, and SP}} 25 6 , year={Dec. 1977} } @incollection{b9, , title={{Blind deconvolution of system with unknown response excited by cyclostationary impulses}} , author={{ KMCheung } and { SFYau }} , journal={{ICASSP}} , year={May 1995} , note={IEEE} } @book{b10, , title={{Sparse Component Analysis, chapter Handbook of Blind Source Separation: Independent Component Analysis and Applications}} , author={{ RGribonval } and { MZibulevsky }} , year={2010} , publisher={ELSEVIER} } @book{b11, , author={{ JBobin } and { J-LStarck } and { YMoudden } and { MJFadili }} , title={{Advances in Imaging and Electron Physics, chapter Blind Source Separation: The Sparsity Revolution}} , publisher={ELSEVIER} , year={2008} } @incollection{b12, , title={{Matching pursuits with time frequency dictionaries}} , author={{ SMallat } and { ZZhang }} , journal={{IEEE Trans. on SP}} 41 , year={1993} } @incollection{b13, , title={{Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition}} , author={{ YCPati } and { RaminRezaiifar } and { PSKrishnaprasad }} , booktitle={{the 27th Annual Asilomar}} Pacific Grove, CA, USA , year={1993} } @incollection{b14, , title={{Orthogonal least squares methods and their application to nonlinear system identification}} , author={{ SChen } and { SABillings } and { WLuo }} , journal={{International Journal of Control}} 50 5 , year={1989} } @incollection{b15, , title={{Atomic decomposition by basis pursuit}} , author={{ SShaobingChen } and { DavidLDonoho } and { MichaelASaunders }} , journal={{SIAM Journal on Scientific Computing}} 20 1 , year={1998} } @incollection{b16, , title={{An affine scaling methodology for best basis selection}} , author={{ BashkarRao } and { KennethKreutz-Delgado }} , journal={{IEEE Transaction On Signal Processing}} 47 1 187200 , year={Jan. 1999} } @incollection{b17, , title={{Regression shrinkage and selection via the lasso}} , author={{ RobertTibshirani }} , journal={{Journal of the Royal Statistical Society Serie B}} 58 1 , year={1996} } @incollection{b18, , title={{On the properties of the solution path of the constrained and penalized l2-l0 problems}} , author={{ JDuan } and { CSoussen } and { DBrie } and { JIdier }} , journal={{Tech. Rep}} , year={Feb. 2009} Centre de Recherche en Automatique de Nancy } @incollection{b19, , title={{From bernoulli-gaussian deconvolution to sparse signal restoration}} , author={{ CSoussen } and { JIdier } and { DBrie } and { JDuan }} , journal={{IEEE Trans. on SP}} 59 10 , year={oct 2011} } @incollection{b20, , title={{Détection conjointe de discontinuités d'ordres différents dans un signal par minimisation de crit`ere L2-L0}} , author={{ JDuan } and { CSoussen } and { DBrie } and { JIdier }} , booktitle={{Actes 22ecoll. GRETSI}} s 22ecoll. GRETSIDijon , year={Sep. 2009} } @incollection{b21, , title={{Greed is good: Algorithmic results for sparse approximation}} , author={{ JoelATropp }} , journal={{IEEE Trans. on Information Theory}} 50 10 , year={Oct. 2004} } @book{b22, , title={{Stable recovery of sparse overcomplete representations in the presence of noise}} , author={{ DLDonoho } and { MElad } and { VNTemlyakov }} , year={Jan. 2006} 52 } @book{b23, , title={{On sparse representations in arbitrary redundant basis}} , author={{ JJFuchs }} , year={2004} 50 } @book{b24, , title={{Uncertainty principles and ideal atomic decomposition}} , author={{ DLDonoho } and { XHuo }} , year={2001} 47 28452862 } @incollection{b25, , title={{Recovery algorithm for vector-valued data with joint sparsity constraints}} , author={{ MassimoFornasier } and { HolgerRauhut }} , journal={{SIAM Journal on Numerical Analysis}} 46 2 , year={2008} } @book{b26, , title={{Signal Processing, special issue "Sparse approximations in signal and image processing}} , author={{ JATropp } and { ACGilbert } and { MJStrauss }} , year={Apr. 2006} 86 , note={Algorithms for simultaneous sparse approximation part I: Greedy pursuit} } @book{b27, , title={{Algorithms for simultaneous sparse approximation. part II: Convex relaxation}} , author={{ AJTropp }} , year={Apr. 2006} 86 } @incollection{b28, , title={{Sparsity and persistence: mixed norms provide simple signal models with dependent coefficients}} , author={{ MKowalski } and { BTorrésani }} , booktitle={{Signal Image and Video Processing}} , year={Sep. 2009} 3 } @book{b29, , title={{Sparse spike deconvolution with minimum scale}} , author={{ CDossal } and { SMallat }} , year={Nov. 2005} , address={Rennes, France} } @book{b30, , title={{Maximumlikelihood detection and estimation of bernoulligaussian processes}} , author={{ JJKormylo } and { JMMendel }} , year={May 1982} 28 } @incollection{b31, , title={{A new algorithm for iterative deconvolution of sparse spike trains}} , author={{ YGoussard } and { GDemoment } and { GIdier }} , booktitle={{IEEE ICASSP}} Albuquerque, NM , year={April 1990} } @incollection{b32, , title={{High resolution sparse spike hyperspectral images deconvolution}} , author={{ KhalidSabri } and { HervéCarfantan }} , journal={{Submitted to IEEE Journal of Selected Topics in Signal Processing}} , year={2014} } @incollection{b33, , title={{Statistical tests for presence of cyclostationarity}} , author={{ AVDandawate } and { GBGiannakis }} , journal={{IEEE Trans. on Signal Processing}} 42 9 , year={Sep. 1994} } @incollection{b34, , title={{Shrinkage rules for variational minimization problems and applications to analytical ultracentrifugation}} , author={{ MEhler }} , journal={{Journal of Inverse and Ill-Posed Problems}} 19 4-5 , year={2011} } @incollection{b35, , title={{Signal Reconstruction in Multi-Windows Spline-Spaces Using the Dual System}} , author={{ DMOnchis }} , journal={{IEEE Signal Processing Letters}} 19 11 , year={Nov. 2012} } @incollection{b36, , title={{Towards a Mathematical Theory of Super-Resolution}} , author={{ EJCandes } and { CFernandez-Granda }} abs/1203.5871 , journal={{journal CoRR}} , year={2012} } @book{b37, , title={{Bayesian Approach to Inverse Problems, jISTE Ltd and}} , publisher={John Wiley & Sons Inc} , year={April 2008} }