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Reliability and Statistics in Transportation and Communication: The Ultimate Guidebook

Heath Powell

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Published in Reliability And Statistics In Transportation And Communication: Selected Papers From The 20th International Conference On Reliability And Statistics In Notes In Networks And Systems 195)

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Reliability and Statistics in Transportation and Communication: Selected Papers from the 20th International Conference on Reliability and Statistics in ... Notes in Networks and Systems Book 195)

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Language	:	English
File size	:	110854 KB
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Enhanced typesetting	:	Enabled
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Print length	:	1555 pages

In today's interconnected world, transportation and communication systems play a vital role in our daily lives. Ensuring the reliability and efficiency of these systems is paramount to maintaining economic growth, social cohesion, and public safety. This book offers a comprehensive exploration of the fundamental concepts, practical applications, and cutting-edge research in reliability and statistics within the transportation and communication domains.

Chapter 1: Foundations of Reliability and Statistics

This chapter provides a solid foundation in the principles of reliability and statistics. You will delve into the fundamentals of probability, random variables, and statistical distributions. The concepts of reliability measures, such as mean time to failure (MTTF),mean time between failures (MTBF),and hazard rate, are thoroughly explained.

Chapter 2: Reliability Modeling and Analysis

Chapter 2 delves into the practical aspects of reliability modeling and analysis. You will learn about various reliability models, including exponential, Weibull, lognormal, and gamma distributions. The techniques for estimating model parameters and performing reliability predictions are подробно рассмотрены. Case studies and examples illustrate the practical application of these methods in real-world scenarios.

Chapter 3: Statistical Methods in Transportation

This chapter focuses on the application of statistical methods in transportation systems. You will explore topics such as traffic modeling, travel time analysis, and accident data analysis. The chapter provides insights into the use of statistical techniques to improve transportation planning, safety, and efficiency.

Chapter 4: Statistical Methods in Communication

Chapter 4 examines the role of statistical methods in communication systems. You will learn about channel modeling, signal processing, and error detection and correction techniques. The chapter discusses the application of statistical methods to enhance the reliability and performance of communication networks.

Chapter 5: Advanced Topics in Reliability and Statistics

The final chapter ventures into advanced topics in reliability and statistics. You will explore Monte Carlo simulation, Bayesian inference, and machine learning algorithms for reliability prediction and analysis. This chapter provides a glimpse into the cutting-edge research and future directions in the field.

Why Choose This Book?

Comprehensive Coverage: This book provides a comprehensive overview of reliability and statistical methods, covering both theoretical foundations and practical applications in transportation and communication.
Expert Authorship: Written by renowned experts in the field, this book draws on decades of experience and research to provide authoritative insights.
Practical Examples: Real-world case studies and examples illustrate the practical application of reliability and statistical methods, making the concepts relatable and applicable.
Cutting-Edge Research: The book delves into advanced topics and cutting-edge research, keeping you abreast of the latest developments in the field.