Abstract
K-frames, a new generalization of frames, were recently considered by L. G\(\breve{\text {a}}\)vruţa in connection with atomic systems and some problems arising in sampling theory. Also, fusion frames are an important generalization of frames, applied in a variety of applications. In the present paper, we introduce the notion of K-fusion frames in Hilbert spaces and obtain several approaches for identifying of K-fusion frames. The main purpose is to reconstruct the elements from the range of the bounded operator K on a Hilbert space \(\mathcal {H}\) by using a family of closed subspaces in \(\mathcal {H}\). This work will be useful in some problems in sampling theory which are processed by fusion frames. For this end, we present some descriptions for duality of K-fusion frames and also resolution of the operator K to provide simple and concrete constructions of duals of K-fusion frames. Finally, we survey the robustness of K-fusion frames under some perturbations.
Similar content being viewed by others
References
Arabyani Neyshaburi, F., Arefijamaal, A.: Some constructions of K-frames and their duals. Rocky Mt. J. Math. 47(6), 1749–1764 (2017)
Arefijamaal, A., Zekaee, E.: Signal processing by alternate dual Gabor frames. Appl. Comput. Harmon. Anal. 35, 535–540 (2013)
Arefijamaal, A., Arabyani Neyshaburi, F.: Some properties of dual and approximate dual of fusion frames. Turkish J. Math. 41(5), 1191–1203 (2017)
Benedetto, J., Powell, A., Yilmaz, O.: Sigma-delta quantization and finite frames. IEEE Trans. Inf. Theory 52, 1990–2005 (2006)
Beutler, F.J., Root, W.L.: The operator pseudo-inverse in control and systems identifications. In: Zuhair Nashed, M. (ed.) Generalized Inverse and Applications. Academic Press, New York (1976)
Bodmannand, B.G., Paulsen, V.I.: Frames, graphs and erasures. Linear Algebr. Appl. 404, 118–146 (2005)
Bolcskel, H., Hlawatsch, F., Feichtinger, H.G.: Frame-theoretic analysis of oversampled filter banks. IEEE Trans. Signal Process. 46, 3256–3268 (1998)
Casazza, P.G.: The art of frame theory. Taiwan. J. Math. 4(2), 129–202 (2000)
Casazza, P.G., Kutyniok, G.: Frames of subspaces. Contemp. Math. 345, 87–114 (2004)
Casazza, P.G., Kutyniok, G., Lammers, M.C.: Duality principles in frame theory. J. Fourier Anal. Appl. 10(4), 383–408 (2004)
Casazza, P.G., Kutyniok, G., Li, S.: Fusion frames and distributed processing. Appl. Comput. Harmon. Anal. 25(1), 114–132 (2008)
Christensen, O.: Frames and pseudo-inverses. Appl. Comput. Harmon. Anal. 195, 401–414 (1995)
Christensen, O.: Frames and Bases: An Introductory Course. Birkhäuser, Boston (2008)
Christensen, O., Laugesen, R.S.: Approximately dual frames in Hilbert spaces and applications to Gabor frames. Sampl. Theory Signal Image Process. 9(3), 77–89 (2010)
Douglas, R.G.: On majorization, factorization and range inclusion of operators on Hilbert space. Proc. Am. Math. Soc. 17(2), 413–415 (1996)
Feichtinger, H.G., Werther, T.: Atomic systems for subspaces. In: Zayed, L. (ed.) Proceedings SampTA, pp. 163–165. Orlando, FL (2001)
Găvruţa, P.: On the duality of fusion frames. J. Math. Anal. Appl. 333(2), 871–879 (2007)
Găvruţa, L.: Frames for operators. Appl. Comput. Harmon. Anal 32, 139–144 (2012)
Găvruţa, L.: Atomic decompositions for operators in reproducing Kernel Hilbert spaces. Math. Rep. 17(2), 303–314 (2015)
Găvruţa, L.: Perturbation of K-frames. Bull. Stiint. Univ. Politehnica Timis. Ser. Mat.-Fiz. 56(70), 48–53 (2011)
Guo, X.: Canonical dual $K$-Bessel sequences and dual $K$-Bessel generators for unitary systems of Hilbert spaces. J. Math. Anal. Appl. 444, 598–609 (2016)
Heineken, S.B., Morillas, P.M.: Properties of finite dual fusion frames. Linear Algebr. Appl. 453, 1–27 (2014)
Heineken, S.B., Morillas, P.M., Benavente, A.M., Zakowicz, M.I.: Dual fusion frames. Arch. Math. 103, 355–365 (2014)
Iyengar, S.S., Brooks, R.R. (eds.): Distributed sensor networks. Chapman, Boston Rouge (2005)
Khosravi, A., Asgari, M.S.: Frame of subspaces and approximation of the inverse frame operator. Houst. J. Math. 33(3), 907–920 (2007)
Pawlak, M., Stadtmuller, U.: Recovering band-limited signals under noise. IEEE Trans. Inf. Theory 42, 1425–1438 (1994)
Ramu, G., Jahnson, P.S.: Frame operators of $K$-frames. SeMA 73, 171–181 (2016)
Rozell, C.J., Jahnson, D.H.: Analysing the robustness of redundant population codes in sensory and feature extraction systems. Neurocomputing 69, 1215–1218 (2006)
Ruiz, M.A., Stojanoff, D.: Some properties of frames of subspaces obtained by operator theory methods. J. Math. Anal. Appl. 343, 366–378 (2008)
Werther, T.: Reconstruction from irregular samples with improved locality, Masters thesis, University of Vienna (1999)
Xiao, X.C., Zhu, Y.C., Găvruţa, L.: Some properties of K-frames in Hilbert spaces. Results Math. 63, 1243–1255 (2013)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Arabyani Neyshaburi, F., Arefijamaal, A.A. Characterization and Construction of K-Fusion Frames and Their Duals in Hilbert Spaces. Results Math 73, 47 (2018). https://doi.org/10.1007/s00025-018-0781-1
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00025-018-0781-1