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Probability, Random Processes, and Statistical Analysis
  • Language: en
  • Pages: 813

Probability, Random Processes, and Statistical Analysis

Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric Brownian motion and Itô process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and Baum–Welch algorithms, algorithms for machine learning, Wiener and Kalman filters, and queueing and loss networks are treated in detail. The book will be useful to students and researchers in such areas as communications, signal processing, networks, machine learning, bioinformatics, econometrics and mathematical finance. With a solutions manual, lecture slides, supplementary materials and MATLAB programs all available online, it is ideal for classroom teaching as well as a valuable reference for professionals.

Probability, Random Processes, and Statistical Analysis
  • Language: en

Probability, Random Processes, and Statistical Analysis

  • Type: Book
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  • Published: 2011
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  • Publisher: Unknown

Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric Brownian motion and Itô process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and Baum-Welch algorithms, algorithms for machine learning, Wiener and Kalman filters, and queueing and loss networks are treated in detail. The book will be useful to students and researchers in such areas as communications, signal processing, networks, machine learning, bioinformatics, econometrics and mathematical finance. With a solutions manual, lecture slides, supplementary materials and MATLAB programs all available online, it is ideal for classroom teaching as well as a valuable reference for professionals.

Broadband Communications, Computing, and Control for Ubiquitous Intelligence
  • Language: en
  • Pages: 353

Broadband Communications, Computing, and Control for Ubiquitous Intelligence

This book reports on the latest advances from both industry and academia on ubiquitous intelligence and how it is enabled by 5G/6G communication technologies. The authors cover network protocol and architecture design, machine learning and artificial intelligence, coordinated control and digital twins technologies, and security and privacy enhancement for ubiquitous intelligence. The authors include recent studies of performance analysis and enhancement of the Internet of Things, cyber-physical systems, edge computing, and cyber twins, all of which provide importance guidance and theoretical tools for developing future ubiquitous intelligence. The content of the book will be of interest to students, educators, and researchers in academia, industry, and research laboratories. Provides comprehensive coverage of enabling communications, computing, and control technologies for ubiquitous intelligence; Presents a novel paradigm of ubiquitous intelligence powered by broadband communications, computing, and control; Includes a review of 5G/6G communication technologies, network protocol and architecture design, and ubiquitous computing.

Frontiers in Queueing
  • Language: en
  • Pages: 482

Frontiers in Queueing

  • Type: Book
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  • Published: 1997-01-21
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  • Publisher: CRC Press

Queueing systems and networks are being applied to many areas of technology today, including telecommunications, computers, satellite systems, and traffic processes. This timely book, written by 26 of the most respected and influential researchers in the field, provides an overview of fundamental queueing systems and networks as applied to these technologies. Frontiers in Queueing: Models and Applications in Science and Engineering was written with more of an engineering slant than its predecessor, Advances in Queueing: Theory, Methods, and Open Problems. The earlier book was primarily concerned with methods, and was more theoretically oriented. This new volume, meant to be a sequel to the f...

Geometry and Analysis on Manifolds
  • Language: en
  • Pages: 481

Geometry and Analysis on Manifolds

  • Type: Book
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  • Published: 2015-02-25
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  • Publisher: Springer

This volume is dedicated to the memory of Shoshichi Kobayashi, and gathers contributions from distinguished researchers working on topics close to his research areas. The book is organized into three parts, with the first part presenting an overview of Professor Shoshichi Kobayashi’s career. This is followed by two expository course lectures (the second part) on recent topics in extremal Kähler metrics and value distribution theory, which will be helpful for graduate students in mathematics interested in new topics in complex geometry and complex analysis. Lastly, the third part of the volume collects authoritative research papers on differential geometry and complex analysis. Professor Shoshichi Kobayashi was a recognized international leader in the areas of differential and complex geometry. He contributed crucial ideas that are still considered fundamental in these fields. The book will be of interest to researchers in the fields of differential geometry, complex geometry, and several complex variables geometry, as well as to graduate students in mathematics.

California’s Ancient Past
  • Language: en
  • Pages: 201

California’s Ancient Past

“California’s Ancient Past is an excellent introduction and overview of the archaeology and ancient peoples of this diverse and dynamic part of North America. Written in a concise and approachable format, the book provides an excellent foundation for students, the general public, and scholars working in other regions around the world. This book will be an important source of information on California’s ancient past for years to come.” —Torben C. Rick, Smithsonian Institution "California's Ancient Past is a well written, highly informative, and thought-provoking book; it will make a significant contribution to California archaeology. It is highly readable—the text and materials co...

Official Gazette of the United States Patent and Trademark Office
  • Language: en
  • Pages: 1360

Official Gazette of the United States Patent and Trademark Office

  • Type: Book
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  • Published: 2002
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  • Publisher: Unknown

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Great Lakes Intercom
  • Language: en
  • Pages: 188

Great Lakes Intercom

  • Type: Book
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  • Published: 1985
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  • Publisher: Unknown

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Ski
  • Language: en
  • Pages: 94

Ski

  • Type: Magazine
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  • Published: 1992-11
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  • Publisher: Unknown

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Congressional Record
  • Language: en
  • Pages: 1392

Congressional Record

  • Categories: Law
  • Type: Book
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  • Published: 1969
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  • Publisher: Unknown

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