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ultra-dense-networks-for-5g-and-beyond-modelling-analysis-and-applications
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Ultra-dense Networks for 5G and Beyond
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Ultra-dense Networks for 5G and Beyond
Modelling, Analysis, and Applications
Edited by
Trung Q. Duong
School of Electronics, Electrical Engineering and Computer Science
Queen’s University Belfast
UK
Xiaoli Chu
University of Sheffield
UK
Himal A. Suraweera
University of Peradeniya
Sri Lanka
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is edition first published 2019
© 2019 John Wiley & Sons Ltd
All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form
or by any means, electronic, mechanical, photocopying, recording or otherwise, except as permitted by law. Advice on how
to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions.
e right of Trung Q. Duong, Xiaoli Chu and Himal A. Suraweera to be identified as the authors of the editorial material in
thisworkhasbeenassertedinaccordancewithlaw.
Registered Offices
John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA
John Wiley & Sons Ltd, e Atrium, Southern Gate, Chichester, West Sussex, PO19 8SQ, UK
Editorial Office
e Atrium, Southern Gate, Chichester, West Sussex, PO19 8SQ, UK
For details of our global editorial offices, customer services, and more information about Wiley products visit us
at www.wiley.com
Wiley also publishes its books in a variety of electronic formats and by print-on-demand. Some content that appears in
standard print versions of this book may not be available in other formats.
Limit of Liability/Disclaimer of Warranty
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®
is a trademark of e MathWorks, Inc. and is used with permission. e MathWorks does not warrant the
accuracy of the text or exercises in this book. is work’s use or discussion of MATLAB
®
software or related products does
not constitute endorsement or sponsorship by e MathWorks of a particular pedagogical approach or particular use of the
MATLAB
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software.
While the publisher and authors have used their best efforts in preparing this work, they make no representations or
warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties,
including without limitation any implied warranties of merchantability or fitness for a particular purpose. No warranty may
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Library of Congress Cataloging-in-Publication Data
Names: Duong, Trung Q., editor. | Chu, Xiaoli, editor. | Suraweera, Himal A.,
editor.
Title: Ultra-dense networks for 5G and beyond : modelling, analysis, and
applications / edited by Trung Q. Duong, School of Electronics, Electrical Engineering
and Computer Science, Queen’s University Belfast,
UK,XiaoliChu,UniversityofSheffield,UK,
Himal A. Suraweera, University of Peradeniya,
Sri Lanka.
Description: Hoboken, NJ : John Wiley & Sons, Inc., [2019] | Includes
bibliographical references and index. |
Identifiers: LCCN 2018044566 (print) | LCCN 2018047948 (ebook) | ISBN
9781119473725 (Adobe PDF) | ISBN 9781119473718 (ePub) | ISBN 9781119473695
(hardcover)
Subjects: LCSH: Wireless communication systems–Technological innovations. |
Network performance (Telecommunication)
Classification: LCC TK5103.2 (ebook) | LCC TK5103.2 .U48 2019 (print) | DDC
621.3845/6–dc23
LC record available at https://lccn.loc.gov/2018044566
Cover Design: Wiley
Cover Image: © Busakorn Pongparnit/Getty Images
Set in 10/12pt WarnockPro by SPi Global, Chennai, India
10987654321
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Contents
List of Contributors xi
Preface xv
Part I Fundamentals of Ultra-dense Networks 1
1 Fundamental Limits of Ultra-dense Networks 3
Marios Kountouris and Van Minh Nguyen
1.1 Introduction 3
1.2 System Model 6
1.2.1 Network Topology 6
1.2.2 Wireless Propagation Model 6
1.2.3 User Association 8
1.2.4 Performance Metrics 8
1.3 e Quest for Exact Analytical Expressions 9
1.3.1 Coverage Probability 10
1.3.2 e Effect of LOS Fading 16
1.3.3 e Effect of BS Height 19
1.4 e Quest for Scaling Laws 25
1.4.1 User Performance 26
1.4.2 Network Performance 33
1.4.3 Network Ordering and Design Guidelines 35
1.5 Conclusions and Future Challenges 36
Bibliography 37
2 Performance Analysis of Dense Small Cell Networks with Line of Sight
and Non-Line of Sight Transmissions under Rician Fading
41
Amir Hossein Jafari, M ing Ding and David López-Pérez
2.1 Introduction 41
2.2 System Model 42
2.2.1 BS Distribution 42
2.2.2 User Distribution 42
2.2.3 Path Loss 43
2.2.4 User Association Strategy (UAS) 44
2.2.5 Antenna Radiation Pattern 44
2.2.6 Multi-path Fading 44
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