Abstract
In this paper, we prove several results on interleavings for persistent relative homology of sub-level sets, \({\check{\mathrm{C}}\hbox {ech}}\) complexes and Rips complexes. To prove the relative interleavings for \({\check{\mathrm{C}}\hbox {ech}}\) complexes and Rips complexes, we define a relative correspondence which is related to the Gromov-Hausdorff distance. We also apply the relative Rips interleaving to a coverage problem in sensor networks, and show that the interleaving captures some features about the sensors after perturbation from the information of the unperturbed system.
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Arai, Z., Hayashi, K., Hiraoka, Y.: Mayer-Vietoris sequences and coverage problems in sensor networks. Japan J. Ind. Appl. Math. 28(2), 237–250 (2008)
Burago, D., Burago, Y., Ivanov, S.: A course in metric geometry. Graduate Studies in Mathematics, vol. 33. American Mathematical Society, Providence (2001)
Chazal, F., Cohen-Steiner, D., Glisse, M., Guibas, L.J., Oudot, S.Y.: Proximity of persistence modules and their diagrams. In: SCG’09, pp. 237–246
Cohen-Steiner, D., Edelsbrunner, H., Harer, J.: Stability of persistence diagrams. Discrete Comput. Geom. 37(1), 103–120 (2007)
Carlsson, G., de Silva, V.: Zigzag Persistence. Found. Comput. Math. 10, 367–405 (2010)
Chazal, F., de Silva, V., Oudot, S.: Persistence stability for geometric complexes. Geometriae Dedicata 173, 193–214 (2014)
Dey, T.K., Hirani, A.N., Krishnamoorthy, B.: Optimal homologous cycles, total unimodularity, and linear programming. SIAM J. Comput. 40(4), 1026–1044 (2011)
de Silva, V., Ghrist, R.: Coordinate-free coverage in sensor networks with controlled boundaries. Int. J. Robotics Res. 25, 1205–1222 (2006)
de Silva, V., Ghrist, R.: Coverage in sensor networks via persistent homology. Algebr. Geom. Topol. 7, 339–358 (2007)
Edelsbrunner, H., Harer, J.: Computational topology: an introduction. American Mathematical Society, Providence (2010)
Escolar, E.G., Hiraoka, Y.: Computing optimal cycles of homology groups. In: Nishii, R., et al. (eds.) A mathematical approach to research problems of science and technology, vol. 5, pp. 101–118. Springer Mathematics for Industry (2014)
Hatcher, A.: Algebraic topology. Cambridge University Press, Cambridge (2001)
Mulligan, R., Ammari, H.M.: Coverage in wireless sensor networks: a survey. Netw. Protoc. Algorithms 2, 27–53 (2010)
Meguerdichian, S., Koushanfar, F., Potkonjak, M., Srivastava, M.: Coverage problems in wireless ad-hoc sensor network. IEEE INFOCOM 3, 1380–1387 (2001)
Munkres, J.R.: Elements of algebraic topology. Westview Press, Boulder (1984)
Acknowledgments
The authors wish to express their sincere gratitude to Emerson Escolar for valuable discussions on this paper. This work is partially supported by JSPS 24684007.
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Hiraoka, Y., Kusano, G. Relative interleavings and applications to sensor networks. Japan J. Indust. Appl. Math. 33, 99–120 (2016). https://doi.org/10.1007/s13160-016-0208-x
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DOI: https://doi.org/10.1007/s13160-016-0208-x