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Mobile Data Mining and Applications

Af: Yuanyuan Zeng, Qimei Chen, Hao Jiang, Deshi Li Engelsk Hardback

Mobile Data Mining and Applications

Af: Yuanyuan Zeng, Qimei Chen, Hao Jiang, Deshi Li Engelsk Hardback
Tjek vores konkurrenters priser

This book focuses on mobile data and its applications in the wireless networks of the future. Several topics form the basis of discussion, from a mobile data mining platform for collecting mobile data, to mobile data processing, and mobile feature discovery. Usage of mobile data mining is addressed in the context of three applications: wireless communication optimization, applications of mobile data mining on the cellular networks of the future, and how mobile data shapes future cities.

In the discussion of wireless communication optimization, both licensed and unlicensed spectra are exploited. Advanced topics include mobile offloading, resource sharing, user association, network selection and network coexistence. Mathematical tools, such as traditional convexappl/non-convex, stochastic processing and game theory are used to find objective solutions. Discussion of the applications of mobile data mining to cellular networks of the future includes topics such as green communication networks, 5G networks, and studies of the problems of cell zooming, power control, sleep/wake, and energy saving. The discussion of mobile data mining in the context of smart cities of the future covers applications in urban planning and environmental monitoring: the technologies of deep learning, neural networks, complex networks, and network embedded data mining. Mobile Data Mining and Applications will be of interest to wireless operators, companies, governments as well as interested end users.

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This book focuses on mobile data and its applications in the wireless networks of the future. Several topics form the basis of discussion, from a mobile data mining platform for collecting mobile data, to mobile data processing, and mobile feature discovery. Usage of mobile data mining is addressed in the context of three applications: wireless communication optimization, applications of mobile data mining on the cellular networks of the future, and how mobile data shapes future cities.

In the discussion of wireless communication optimization, both licensed and unlicensed spectra are exploited. Advanced topics include mobile offloading, resource sharing, user association, network selection and network coexistence. Mathematical tools, such as traditional convexappl/non-convex, stochastic processing and game theory are used to find objective solutions. Discussion of the applications of mobile data mining to cellular networks of the future includes topics such as green communication networks, 5G networks, and studies of the problems of cell zooming, power control, sleep/wake, and energy saving. The discussion of mobile data mining in the context of smart cities of the future covers applications in urban planning and environmental monitoring: the technologies of deep learning, neural networks, complex networks, and network embedded data mining. Mobile Data Mining and Applications will be of interest to wireless operators, companies, governments as well as interested end users.

Produktdetaljer
Sprog: Engelsk
Sider: 227
ISBN-13: 9783030165024
Indbinding: Hardback
Udgave:
ISBN-10: 3030165027
Udg. Dato: 22 maj 2019
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 22 maj 2019
Forfatter(e) Yuanyuan Zeng, Qimei Chen, Hao Jiang, Deshi Li


Kategori Social forskning og statistik


ISBN-13 9783030165024


Sprog Engelsk


Indbinding Hardback


Sider 227


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 22 maj 2019


Oplagsdato 22 maj 2019


Forlag Springer Nature Switzerland AG

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