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Signal Processing and Networking for Big Data Applications
Zhu Han
€ 141.16
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Description for Signal Processing and Networking for Big Data Applications
hardcover. This unique text helps make sense of big data using signal processing techniques, in applications including machine learning, networking, and energy systems. Num Pages: 500 pages, 91 b/w illus. 11 tables. BIC Classification: GPF; TJK; UYS. Category: (U) Tertiary Education (US: College). Dimension: 247 x 174. .
This unique text helps make sense of big data in engineering applications using tools and techniques from signal processing. It presents fundamental signal processing theories and software implementations, reviews current research trends and challenges, and describes the techniques used for analysis, design and optimization. Readers will learn about key theoretical issues such as data modelling and representation, scalable and low-complexity information processing and optimization, tensor and sublinear algorithms, and deep learning and software architecture, and their application to a wide range of engineering scenarios. Applications discussed in detail include wireless networking, smart grid systems, and sensor networks and cloud computing. ... Read more
This unique text helps make sense of big data in engineering applications using tools and techniques from signal processing. It presents fundamental signal processing theories and software implementations, reviews current research trends and challenges, and describes the techniques used for analysis, design and optimization. Readers will learn about key theoretical issues such as data modelling and representation, scalable and low-complexity information processing and optimization, tensor and sublinear algorithms, and deep learning and software architecture, and their application to a wide range of engineering scenarios. Applications discussed in detail include wireless networking, smart grid systems, and sensor networks and cloud computing. ... Read more
Product Details
Publisher
Cambridge University Press
Format
Hardback
Publication date
2017
Condition
New
Weight
28g
Number of Pages
474
Place of Publication
Cambridge, United Kingdom
ISBN
9781107124387
SKU
V9781107124387
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-12
About Zhu Han
Zhu Han is a Professor in the Department of Electrical and Computer Engineering, University of Houston, and a Fellow of the Institute of Electrical and Electronics Engineers (IEEE). He has co-authored several books, including Wireless Device-to-Device Communications and Networks (with Lingyang Song, Dusit Niyato and Ekram Hossain, Cambridge, 2015) and Game Theory in Wireless and Communication Networks (with Dusit Niyato, ... Read more
Reviews for Signal Processing and Networking for Big Data Applications
'A very nice balanced treatment over two large-scale signal processing aspects: mathematical backgrounds versus big data applications, with a strong flavor of distributed optimization and computation.' Shuguang Cui, University of California, Davis 'A very nice balanced treatment over two large-scale signal processing aspects: mathematical backgrounds versus big data applications, with a strong flavor of distributed optimization and computation.' Shuguang ... Read more