Introduction to graph signal processing

被引：0
|
作者：
Stanković, Ljubiša [1 ]
Daković, Miloš [1 ]
Sejdić, Ervin [2 ]
机构：
[1] University of Montenegro, Podgorica, Montenegro
[2] University of Pittsburg, Pittsburg,PA, United States
来源：
Signals and Communication Technology | 2019年
关键词：
Spectrum analysis;
D O I：
10.1007/978-3-030-03574-7_1
中图分类号：
学科分类号：
摘要：
Graph signal processing deals with signals whose domain, defined by a graph, is irregular. An overview of basic graph forms and definitions is presented first. Spectral analysis of graphs is discussed next. Some simple forms of processing signal on graphs, like filtering in the vertex and spectral domain, subsampling and interpolation, are given. Graph topologies are reviewed and analyzed as well. Theory is illustrated through examples, including few applications at the end of the chapter. © Springer Nature Switzerland AG 2019.
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页码：3 / 108
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