Description: 信息论是由通信技术、概率论、随机过程和数理统计等相结合逐步发展而形成的一门新兴科学。其奠基人是美国数学家香农，他的《通信的数学原理》奠定了信息论的基础。
这是信息论与编码技术的教学课件。压缩包内含有6个ppt文件，每个ppt自成一章:1绪论、2信源及其熵、3信道及其容量、4信息率失真函数、5信源编码、6信道编码。是初学信息论的最好材料。-Information communication technology is, probability theory and mathematical statistics, stochastic processes, such as the combination formed by the progressive development of an emerging science. The founders of the United States Shannon mathematician, his " Mathematical Theory of Communication" has laid a foundation of information theory. This is the information theory and coding technology courseware. Compressed packet contains 6 ppt documents, each a separate chapter ppt: 1 Introduction, 2 source and its entropy, and its 3-channel capacity, information rate-distortion function 4, 5, source coding, channel coding 6. Information theory is the best learning materials. Platform: |
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Author:yuan |
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Description: 本书系统地讲述信息论的基础理论，内容包括：信息及信息的度量；离散信源和连续信源的信息熵；信道与信道容量；平均失真度和信息率失真函数；信源编码和信道编码定理；网络信息理论以及保密系统的信息理论。本书还介绍了信息论在通信工程实践中的应用，同时简要地介绍了信息论在热力学、光学、统计学、生物医学等其他学科中的应用。本书可作高等院校无线电技术,信息工程,通信,计算机等专业本科生,研究生的信息论课程教材,也可供声学管理科学等专业研究生及有关的教学,科研和工程技术人员参考.-This book systematically on the basis of the theory of information theory, including: information and measurement information discrete and continuous source of information entropy source channel and channel capacity average distortion and information rate-distortion function source coding and channel coding theorem network information theory and the theory of secrecy systems. The book also introduced the practice of information theory in communications engineering application, while a brief introduction to information theory in thermodynamics, optics, statistics, biomedical and other applications in other disciplines. This book can be used for institutions of higher learning radio technology, information technology, communications, computers and other specialized undergraduate and postgraduate courses in information theory textbook, but also for acoustic management science and related professional post-graduate teaching, research and engineering officers. Platform: |
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Author:常迪 |
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Description: This paper targets the rate distortion (RD) performance study of DVC codec solution as a function of the GOP size. Platform: |
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Author:oka widyantara |
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Description: Abstract—In this paper, we consider distributed estimation of
a noise-corrupted deterministic parameter in energy-constrained
wireless sensor networks from energy-distortion perspective.
Given a total energy budget allowable to be used by all sensors,
there exists a tradeoff between the subset of active sensors and
the energy used by each active sensor in order to minimize the
estimation MSE. To determine the optimal quantization bit rate
and transmission energy of each sensor, a concept of equivalent
unit-energy MSE function is introduced. Based on this
concept, an optimal energy-constrained distributed estimation
algorithm for homogeneous sensor networks and a quasi-optimal
energy-constrained distributed estimation algorithm for heterogeneous
sensor networks are proposed. Moreover, the theoretical
energy-distortion performance bound for distributed estimation
is addressed and it is shown that the proposed algorithm is
quasi-optimal within a factor 2 of the theoretical lower bound.
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Author:Amir |
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Description: 率失真函数是在给定信源和失真度量情况下，求满足保真度准则的平均信息率的极小值。本程序给出了两种特殊情况下的率失真函数的计算-Rate-distortion function is a given source and distortion measure case, seeking to meet the fidelity criteria, the average information rate of the minimum. This procedure presents two special circumstances, the calculation of rate-distortion function Platform: |
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Author:柳风 |
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Description: 这是一个关于“信息率失真函数的迭代计算"的源代码，源代码比较长，望按需使用-This is a Information iterative calculation of the rate-distortion function " source code, source code, hope-demand use Platform: |
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Author:刘哥 |
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Description: 信息率失真函数的迭代计算
信息率失真函数的迭代计算，迭代精度取为10^(-7)
在信源的输入概率分布Pa和失真矩阵d已知的条件下求出信息率失真函数
函数说明：
[Pba,Rmin,Dmax,Smax]=RateDF(Pa,d,S) 为信息率失真函数
变量说明：
Pa：信源的输入概率矩阵，d：失真矩阵，S：拉氏乘子
Pba：最佳正向转移概率矩阵， Smax：最大拉氏乘子
Rmin：最小信息率，Dmax：允许的最大失真度
-Information rate distortion function iteration rate-distortion function iteration, iteration accuracy 10 ^ (-7) source input probability distribution of Pa and distortion matrix d known conditions obtained information rate distortion function Function Description: [Pba, Rmin, Dmax, Smax] = RateDF (Pa, d, S) for the information rate distortion function Variable Description: Pa: source input probability matrix, d: Distortion matrix, S: Lagrangian multiplier Pba: Best forward transition probability matrix, Smax: maximum Lagrangian multiplier Rmin: Minimum information rate, Dmax: Allow the maximum distortion Platform: |
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Author:龙哥 |
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Description: 信息率失真函数的迭代计算 在信源的输入概率分布Pa和失真矩阵d已知的条件下求出信息率失真函数-Iterative information rate-distortion function obtained under the condition d Pa and distortion matrix known probability distribution of the input source information rate distortion function Platform: |
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Author:罗聪 |
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Description: 信息率失真函数的迭代计算 信息率失真函数的迭代计算，迭代精度取为10^(-7) 在信源的输入概率分布Pa和失真矩阵d已知的条件下求出信息率失真函数 函数说明： [Pba,Rmin,Dmax,Smax]=RateDF(Pa,d,S) 为信息率失真函数 变量说明： Pa：信源的输入概率矩阵，d：失真矩阵，S：拉氏乘子 Pba：最佳正向转移概率矩阵， Smax：最大拉氏乘子 Rmin：最小信息率，Dmax：允许的最大失真度-Information on the calculation of the rate-distortion function iteration iterative information rate-distortion function calculations, iterative precision is taken as 10 ^ (-7) in the source input probability distributions Pa and distortion matrix d information obtained under conditions known rate-distortion Function Description : [Pba, Rmin, Dmax, Smax] = RateDF (Pa, d, S) for the information rate-distortion function variables Description: Pa: source input probability matrix, d: distortion matrix, S: Lagrange multiplier Pba: most the maximum allowable distortion: Best forward transition probability matrix, Smax: maximum Lagrange multiplier Rmin: minimum information rate, Dmax Platform: |
Size: 2048 |
Author:ray |
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Description: 在信源的输入概率分布Pa和失真矩阵d已知的条件下求出信息率失真函数-Under the conditions of the input source of the probability distribution and distortion matrix Pa d known obtain information rate distortion function Platform: |
Size: 2048 |
Author:可以加 |
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Search - rate distortion function