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Vertex-frequency analysis of graph signals

Ljubisa Stankovic, Ervin Sejdic, editors (Springer Nature, 2019)

 Abstrak

This book introduces new methods to analyze vertex-varying graph signals. In many real-world scenarios, the data sensing domain is not a regular grid, but a more complex network that consists of sensing points (vertices) and edges (relating the sensing points). Furthermore, sensing geometry or signal properties define the relation among sensed signal points. Even for the data sensed in the well-defined time or space domain, the introduction of new relationships among the sensing points may produce new insights in the analysis and result in more advanced data processing techniques. The data domain, in these cases and discussed in this book, is defined by a graph. Graphs exploit the fundamental relations among the data points. Processing of signals whose sensing domains are defined by graphs resulted in graph data processing as an emerging field in signal processing.

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 Metadata

No. Panggil : e20509488
Entri tambahan-Nama orang :
Subjek :
Penerbitan : Switzerland: Springer Nature, 2019
Sumber Pengatalogan: LibUI eng rda
Tipe Konten: text
Tipe Media: computer
Tipe Pembawa: online resource
Deskripsi Fisik: xv, 507 pages : illustration
Tautan: https://doi.org/10.1007/978-3-030-03574-7
Lembaga Pemilik:
Lokasi:
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No. Panggil No. Barkod Ketersediaan
e20509488 02-20-579766625 TERSEDIA
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