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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Vertex-Frequency Analysis of Graph Signals

Vertex-Frequency Analysis of Graph Signals

Stankovic, Ljubisa
Sejdic, Ervin

Hardcover

Series: Signals and Communication Technology

Technology & EngineeringGeneral MathematicsGeneral Science

Currently unavailable to order

ISBN10: 3030035735
ISBN13: 9783030035730
Publisher: Springer
Published: Dec 14 2018
Pages: 507
Weight: 1.99
Height: 1.13 Width: 6.10 Depth: 9.25
Language: English

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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