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Towards User-Centric Intelligent Network Selection in 5G Hete... - 9789811511226

BOOKS etc.
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GBP 72.79
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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
Book Title
Towards User-Centric Intelligent Network Selection in 5G Heter...
ISBN
9789811511226
Publication Year
2020
Type
Textbook
Format
Paperback
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, Kun Xu, Yuhua Xu, Bin Jiang, Qihui Wu
Publisher
Springer Verlag, Singapore
Item Width
155 mm
Subject
Engineering & Technology, Computer Science, Mathematics
Item Weight
238 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
9789811511226
eBay Product ID (ePID)
23046522558

Product Key Features

Author
Zhiyong Du, Kun Xu, Yuhua Xu, Bin Jiang, Qihui Wu
Publication Name
Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks: A Reinforcement Learning Perspective
Format
Paperback
Language
English
Subject
Engineering & Technology, Computer Science, Mathematics
Publication Year
2020
Type
Textbook
Number of Pages
136 Pages

Dimensions

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

Additional Product Features

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

Item description from the seller

Business seller information

Value Added Tax Number:
  • GB 976952259
BOOKS etc.

BOOKS etc.

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BOOKS etc is an UK online business that is based in ALDERSHOT, Hampshire. We are a family run company that aims to bring customers a fantastic selection of books with great prices, with friendly ...
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