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Towards User-Centric Intelligent Network Selection in 5G Hete... - 9789811511196

BOOKS etc.
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Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Book Title
Towards User-Centric Intelligent Network Selection in 5G Heter...
ISBN
9789811511196
Publication Year
2019
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks: A Reinforcement Learning Perspective
Item Height
235 mm
Author
Zhiyong Du, Bin Jiang, Kun Xu, Qihui Wu, Yuhua Xu
Publisher
Springer Verlag, Singapore
Item Width
155 mm
Subject
Engineering & Technology, Computer Science, Mathematics
Item Weight
395 g
Number of Pages
136 Pages

About this product

Product Information

This book presents reinforcement learning (RL) based solutions for user-centric online network selection optimization. The main content can be divided into three parts. The first part (chapter 2 and 3) focuses on how to learning the best network when QoE is revealed beyond QoS under the framework of multi-armed bandit (MAB). The second part (chapter 4 and 5) focuses on how to meet dynamic user demand in complex and uncertain heterogeneous wireless networks under the framework of markov decision process (MDP). The third part (chapter 6 and 7) focuses on how to meet heterogeneous user demand for multiple users inlarge-scale networks under the framework of game theory. Efficient RL algorithms with practical constraints and considerations are proposed to optimize QoE for realizing intelligent online network selection for future mobile networks. This book is intended as a reference resource for researchers and designers in resource management of 5G networks and beyond.

Product Identifiers

Publisher
Springer Verlag, Singapore
ISBN-13
9789811511196
eBay Product ID (ePID)
11046644770

Product Key Features

Author
Zhiyong Du, Bin Jiang, Kun Xu, Qihui Wu, Yuhua Xu
Publication Name
Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks: A Reinforcement Learning Perspective
Format
Hardcover
Language
English
Subject
Engineering & Technology, Computer Science, Mathematics
Publication Year
2019
Type
Textbook
Number of Pages
136 Pages

Dimensions

Item Height
235 mm
Item Width
155 mm
Item Weight
395 g

Additional Product Features

Country/Region of Manufacture
Singapore
Title_Author
Kun Xu, Yuhua Xu, Zhiyong Du, Qihui Wu, Bin Jiang

Item description from the seller

Business seller information

BOOKS ETC LIMITED
Andy Smith
Books Etc, Unit 4
Eastern Road
Aldershot
Hampshire
GU12 4YD
United Kingdom
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:enohP30481325210
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:liamEmoc.liamg@rebbewcim
Value added tax number:
  • GB 976952259
Company registration number:
  • 06687355
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I certify that all my selling activities will comply with all EU laws and regulations.
CRN Number:
  • 06687355
BOOKS etc.

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