Erratum to: Bandlimited graph signal reconstruction by diffusion operator

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Erratum to: Bandlimited graph signal reconstruction by diffusion operator

1 Erratum Following publication of this article [1], it has come to our attention that the acknowledgements were captured incorrectly and the correct acknowledgements should include the following: This work is supported in part by National Natural Science Foundation of China (NSFC 61271181) and Foundation of Science and Technology on Information Transmission and Dissemination in Communication N...

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Bandlimited graph signal reconstruction by diffusion operator

Signal processing on graphs extends signal processing concepts and methodologies from the classical signal processing theory to data indexed by general graphs. For a bandlimited graph signal, the unknown data associated with unsampled vertices can be reconstructed from the sampled data by exploiting the spatial relationship of graph signal. In this paper, we propose a generalized analytical fra...

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Local measurement and reconstruction for noisy bandlimited graph signals

Signals and information related to networks can be modeled and processed as graph signals. It has been shown that if a graph signal is smooth enough to satisfy certain conditions, it can be uniquely determined by its decimation on a subset of vertices. However, instead of the decimation, sometimes local combinations of signals on different sets of vertices are obtained in potential applications...

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A Graph Diffusion LMS Strategy for Adaptive Graph Signal Processing

Graph signal processing allows the generalization of DSP concepts to the graph domain. However, most works assume graph signals that are static with respect to time, which is a limitation even in comparison to classical DSP formulations where signals are generally sequences that evolve over time. Several earlier works on adaptive networks have addressed problems involving streaming data over gr...

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Reconstruction of the Diffusion Operator from Nodal Data

Inverse spectral problems consist in recovering operators from their spectral characteristics. Such problems play an important role in mathematics and have many applications in natural sciences (see, for example, [1 – 6]). In 1988, the inverse nodal problem was posed and solved for Sturm-Liouville problems by J. R. McLaughlin [7], who showed that the knowledge of a dense subset of nodal points ...

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ژورنال

عنوان ژورنال: EURASIP Journal on Advances in Signal Processing

سال: 2017

ISSN: 1687-6180

DOI: 10.1186/s13634-017-0447-2