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Full Description
Learn to run your own simulation by working with model analysis, mathematical background, simulation output data, and most importantly, a network simulator for wireless technology. This book introduces the best practices of simulator use, the techniques for analyzing simulations with artificial agents and the integration with other technologies such as Power Line Communications (PLC).
Network simulation is a key technique used to test the future behavior of a network. It's a vital development component for the development of 5G, IoT, wireless sensor networks, and many more. This book explains the scope and evolution of the technology that has led to the development of dynamic systems such as Internet of Things and fog computing.
You'll focus on the ad hoc networks with stochastic behavior and dynamic nature, and the ns-3 simulator. These are useful open source tools for academics, researchers, students and engineers to deploy telecommunications experiments, proofs and new scenarios with a high degree of similarity with reality. You'll also benefit from a detailed explanation of the examples and the theoretical components needed to deploy wireless simulations or wired, if necessary.
What You'll Learn
Review best practices of simulator uses
Understand techniques for analyzing simulations with artificial agents
Apply simulation techniques and experiment design
Program on ns-3 simulator
Analyze simulation results
Create new modules or protocols for wired and wireless networks
Who This Book Is For
Undergraduate and postgraduate students, researchers and professors interested in network simulations. This book also includes theoretical components about simulation, which are useful for those interested in discrete event simulation DES, general theory of simulation, wireless simulation and ns-3 simulator.
Contents
Chapter 1: Introduction to Simulation 3.- Chapter 2: Wireless and Ad hoc Networks.- Chapter 3: Design of Simulation Experiments.- Chapter 4: Network Simulation using NS3.- Chapter 5: Analyses of Results.- Chapter 6: Manet Simulation on NS3.- Chapter 7: Manets and PLC on NS3.-Appendix A: Basic Statistics.- Appendix B: NS3 Installation.- Appendix C: Mininet.- Appendix C: NS3-GYM: Openai Gym Integration.- Appendix E: Experiment.- Appendix F: PLC Code Experiment.-
