Abstract
We investigate decompositions of positive matrices as weighted sums of orthogonal projections, and apply them to the construction of fusion frames when fusion frame operators are prescribed. Examples are provided to demonstrate the simplicity and flexibility in this practical construction of fusion frames. As an application, we provide an method constructing Parseval fusion frames that are optimal for the one packet erasure problem.
Similar content being viewed by others
References
Albanese, A., Blömer, J., Edmonds, J., Luby, M., Sudan, M.: Priority encoding transmission. IEEE Trans. Inf. Theory 42(6), 1737–1744 (1996)
Bennett, C.H., Divincenzo, D.P., Smolin, J.A.: Capacities of quantum erasure channels. Am. Phys. Soc. 78(16), 3217–3220 (1997)
Bodmann, B.G.: Optimal linear transmission by loss-insensitive packet encoding. Appl. Comput. Harmon. Anal. 22, 274–285 (2007)
Bodmann B.G., Kutyniok, G.: Erasure-proof transmissions: fusion frames meet coding theory, Wavelets XIII (San Diego, CA, 2009), 744614-1-744614-11, SPIE Proc. 7446, SPIE, Bellingham, WA (2009)
Bodmann, B.G., Kribs, D.W., Paulsen, V.I.: Decoherence-insensitive quantum communications by optimal C .-encoding. IEEE Trans. Info. Theory 53(12), 4738–4749 (2007)
Bodmann, B.G., Paulsen, V.I.: Frames, graphs and erasures. Linear Algebra Appl. 404, 118–146 (2005)
Bodmann, B., Paulsen, V.I.: Frame paths and error bounds for sigma-delta quantization. Appl. Comput. Harmon. Anal. 22(2), 176–197 (2007)
Boufounos, P., Kutyniok, G., Rauhut, H.: Sparse recovery from combined fusion frame measurements. IEEE Trans. Inf. Theory 57(6), 1–12 (2011)
Boufounos, P., Kutyniok, G., Rauhut, H.: Compressed sension for fusion frames. Wavelets XIII (San Diego, CA, 2009), 744614-1-744614-11, SPIE Proc. 7446, SPIE, Bellingham, WA (2009)
Cahill, J., Casazza, P.G., Li, S.: Non-orthogonal fusion frames and the sparsity of fusion frame operators (preprint) (Appeared in 2010)
Calderbank, R., Casazza, P.G., Heinecke, A., Kutyniok, G., Pezeshki, A.: Fusion frames: existence and construction (preprint) (Appeared in 2010)
Calderbank, R., Casazza, P.G., Heinecke, A., Kutyniok, G., Pezeshki, A.: Constructing fusion frames with desired parameters (preprint) (Appeared in 2009)
Calderbank, R., Casazza, P.G., Heinecke, A., Kutyniok, G., Pezeshki, A.: Sparse fusion frames: existence and construction. Adv. Comput. Math. 35(1), 1–31 (2011)
Candès, E.J., Donoho, D.L.: New tight frames of curvelets and optimal representations of objects with piecewise C2 singularities. Commun. Pure Appl. Math. 56, 216–266 (2004)
Casazza, P.G., Fickus, M.: Minimizing fusion frame potential. Acta Appl. Math. 107, 7–24 (2009)
Casazza, P.G., Fickus, M., Mixon, D.G., Wang, Y., Zhou, Z.F.: Constructing tight fusion frames. Appl. Comput. Harmon. Anal. 30(2), 175–187 (2011)
Casazza, P.G., Kutyniok, G.: Frames of subspaces. In: Wavelets, Frames, and Operator Theory. Contemp. Math., vol. 345, pp. 87–113. Amer. Math. Soc., Providence, RI (2004)
Casazza, P.G., Kutyniok, G., Robustness of fusion frames under erasures of subspaces and of local frame vectors. Contemp. Math. 464, 149–160 (2008)
Casazza, P.G., Kutyniok, G., Lammers, M.: Duality principles in frame theory. J. Fourier Anal. Appl. 10, 383–408 (2004)
Casazza, P.G., Kutyniok, G., Li, S.D.: Fusion frames and distributed processing. Appl. Comput. Harmon. Anal. 25, 114–132 (2008)
Casazza, P.G., Kutyniok, G., Li, S., Rozell, C.J.: Modeling sensor networks with fusion frames. Proc. SPIE 6701, 67011M-1-11 (2007)
Chebira, A., Fickus, M., Mixon, D.G.: Filter bank fusion frames. IEEE Trans. Signal Process. 59(3), 953–963 (2011)
Cidon, I., Kodesh, H., Sidi, M.: Erasure, capture, and random power level selection in multiple-access systems. IEEE Trans. Commun. 36(3), 263–271 (1998)
Dana, A., Gowaikar, R., Palanki, R., Hassibi, B., Effros, M.: Capacity of wireless erasure networks. IEEE Trans. Inf. Theory 52(3), 789–804 (2006)
Goyal, V., Kovačević, J., Kelner, J.: Quantized frame expansions with erasures. Appl. Comput. Harmon. Anal. 10, 203–233 (2001)
Holmes, R., Paulsen, V.: Optimal frames for erasures. Linear Algebra Appl. 377, 31–51 (2004)
Kornelson, K., Larson, D.: Rank-one decomposition of operators and construction of frames. In: Wavelets, Frames, and Operator Theory. Contemp. Math., vol. 345, pp. 203–214. Am. Math. Soc. (2004)
Kutyniok, G., Pezeshki, A., Calderbank, A.R., Liu, T.: Robust dimension reduction, fusion frames and Grassmannian packings. Appl. Comput. Harmon. Anal. 26(1), 64–76 (2009)
Massey, P., Ruiz, M., Stojanoff, D.: The structure of minimizers of the frame potential on fusion frames. J. Fourier Anal. Appl. 16, 514–543 (2010)
Püschel1, M., Kovačević, J.: Real, tight frames with maximal robustness to erasures. In: Proc. Data Compr. Conf. Snowdird, UT, pp. 63–72 (2005)
Rozell, C.J., Johnson, D.H.: Analyzing the robustness of redundant population codes in sensory and feature extraction systems. Neurocomputing 69, 1215–1218 (2006)
Strohmer, T., Heath, R.W.: Grassmannian frames with applications to coding and communication. Appl. Comput. Harmon. Anal. 14(3), 257–275 (2003)
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by Qiyu Sun.
Rights and permissions
About this article
Cite this article
Leng, J., Han, D. Orthogonal projection decomposition of matrices and construction of fusion frames. Adv Comput Math 38, 369–381 (2013). https://doi.org/10.1007/s10444-011-9241-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10444-011-9241-0