书目名称 | Performance Analysis and Modeling of Digital Transmission Systems | 编辑 | William Turin | 视频video | | 丛书名称 | Information Technology: Transmission, Processing and Storage | 图书封面 |  | 描述 | This book is an expanded third edition of the book Performance Analysis of Digital Transmission Systems, originally published in 1990. Second edition of the book titled Digital Transmission Systems: Performance Analysis and Modeling was published in 1998. The book is intended for those who design communication systems and networks. A computer network designer is interested in selecting communication channels, error protection schemes, and link control protocols. To do this efficiently, one needs a mathematical model that accurately predicts system behavior. Two basic problems arise in mathematical modeling: the problem of identifying a system and the problem of applying a model to the system analysis. System identification consists of selecting a class of mathematical objects to describe fundamental properties of the system behavior. We use a specific class of hidden Markov models (HMMs) to model communication systems. This model was introduced by C. E. Shannon more than 50 years ago as a Noisy Discrete Channel with a finite number of states. The model is described by a finite number of matrices whose elements are estimated on the basis of experimental data. We develop several meth | 出版日期 | Book 2004 | 关键词 | CD-ROM; Fitting; Gauss-Markov process; Markov chain; Markov model; Markov process; Markov renewal process; | 版次 | 1 | doi | https://doi.org/10.1007/978-1-4419-9070-9 | isbn_softcover | 978-1-4613-4781-1 | isbn_ebook | 978-1-4419-9070-9Series ISSN 1389-6938 Series E-ISSN 1866-6361 | issn_series | 1389-6938 | copyright | Springer Science+Business Media New York 2004 |
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