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. 2014 Dec 14;15(1):400. doi: 10.1186/s12859-014-0400-4

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© Chang et al.; licensee BioMed Central. 2014

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

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Arbitrary corruption with measurement noise. (Example 8) Reconstruction with corrupted signal. (A) time series of x,y, v (B) reconstruction results of v and q where each circle represents sample time points (n=4, M=40, N=12, s=9). Here we consider arbitrary large corruption with measurement noise. By choosing the parameters ε ₁,ε ₂ properly in Equation (30), we can recover the graph structure q within the small error bound.