Performance Analysis and Optimization of Multi-Traffic on Communication Networks

By: Leonid Ponomarenko, Che Soong Kim, Agassi Melikov

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Hardcover | 18 November 2010

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210 Pages

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23.5 x 15.88 x 1.91

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Promptly growing demand for telecommunication services and information interchange has led to the fact that communication became one of the most dynamical branches of an infrastructure of a modern society.

The book introduces to the bases of classical MDP theory; problems of a finding optimal Ð¡ÐÐ¡ in models are investigated and various problems of improvement of characteristics of traditional and multimedia wireless communication networks are considered together with both classical and new methods of theory MDP which allow defining optimal strategy of access in teletraffic systems.

The book will be useful to specialists in the field of telecommunication systems and also to students and post-graduate students of corresponding specialties.

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Published: 10th October 2014

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Two-Dimensional Traffic Models of Integrated Voice/Data Cellular Wireless Networks
Performance Analysis of Multi-Parametric Call Admission Control (CAC) Strategies in Unbuffered Cellular Wireless Networks	p. 3
CAC Based on the Guard Channels Strategy	p. 3
CAC Based on a Cutoff Strategy	p. 12
Numerical Results	p. 19
Conclusion	p. 28
References	p. 29
Performance Analysis of Call-Handling Processes in Buffered Cellular Wireless Networks	p. 31
Models with Queues for h-Calls	p. 31
Models with Finite Queues	p. 32
Models with Infinite Queues	p. 39
Numerical Results	p. 44
Models with Queues for o-Calls	p. 49
Models Without Reassignment of Channels	p. 50
Models with Reassignment of Channels	p. 54
Numerical Results	p. 66
Conclusion	p. 75
References	p. 76
QoS Optimization Problems in Cellular Wireless Networks	p. 77
QoS Optimization Problems in Cells Without Queues	p. 77
Optimization of Models with Guard Channels for Handover Calls	p. 77
Optimization of Models with Individual Channels for Handover Calls	p. 80
QoS Optimization Problems in Cells with Queues	p. 84
QoS Optimization Problems in Cells with a Limited Queue of h-Calls	p. 84
QoS Optimization Problems in Cells with an Unlimited Queue of h-Calls	p. 88
Conclusion	p. 90
References	p. 91
Multi-Dimensional Models of Multi-Service Networks
Models of Multi-Rate Systems with Inelastic Calls	p. 95
General Models of Unbuffered Multi-Rate Systems	p. 95
Complete Sharing Strategy	p. 96
Complete Sharing with Equalization Strategy	p. 100
Trunk Reservation Strategy	p. 102
Numerical Results	p. 105
Gimpelson-Type Multi-Rate Systems	p. 116
Unbuffered Models with a Special Group of Channels for Wide-Band Calls	p. 116
Models with Guard Channels and Buffers for Wide-Band Calls	p. 119
Numerical Results	p. 123
Conclusion	p. 128
References	p. 129
Models of Mixed Multi-Rate Systems	p. 131
Unbuffered Models	p. 131
Models with a Continuous Band	p. 132
Models with a Discrete Band	p. 136
Models with Buffers for Elastic Calls	p. 138
Numerical Results	p. 143
Conclusion	p. 146
References	p. 148
Parametric Optimization Problems in Multi-Rate Systems	p. 149
Problems for Unbuffered Gimpelson's Models	p. 149
Problem of Equivalent Capacity with the CS-Strategy	p. 150
Problems of Finding the Optimal CAC Parameters with the TR-Strategy	p. 151
Problems of Finding the Optimal CAC Parameters with the SGC-Strategy	p. 158
Problems for Buffered Gimpelson's Models	p. 160
Problems for Mixed Models	p. 162
Conclusion	p. 164
References	p. 165
Markov Decision Processes (MDP) Approach to Optimization Problems for Multi-Rate Systems	p. 167
Hierarchical Phase-Merging Algorithm for MDP Problems	p. 167
Finding the Optimal Access Strategy	p. 173
Finding the Sub-Optimal Access Strategy	p. 181
Numerical Results	p. 184
Conclusion	p. 185
References	p. 186
Appendix	p. 187
References	p. 190
Index	p. 191
Table of Contents provided by Ingram. All Rights Reserved.

Performance Analysis and Optimization of Multi-Traffic on Communication Networks

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