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Shankar M Fading And Shadowing In Wireless Systems 2ed 2017
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This book offers a comprehensive overview of fading and shadowing in wireless channels. A number of statistical models including simple, hybrid, compound and cascaded ones are presented along with a detailed discussion of diversity techniques employed to mitigate the effects of fading and shadowing. The effects of co-channel interference before and after the implementation of diversity are also analyzed. To facilitate easy understanding of the models and the analysis, the background on probability and random variables is presented with relevant derivations of densities of the sums, products, ratios as well as order statistics of random variables. The book also provides material on digital modems of interest in wireless systems. The updated edition expands the background materials on probability by offering sections on Laplace and Mellin transforms, parameter estimation, statistical testing and receiver operating characteristics. Newer models for fading, shadowing and shadowed fading are included along with the analysis of diversity combining algorithms. In addition, this edition contains a new chapter on Cognitive Radio. Based on the response from readers of the First Edition, detailed MatLAB scripts used in the preparation of this edition are provided. Wherever necessary, Maple scripts used are also provided. Overview Concepts of Probability and Statistics Introduction Random Variables, Probability Density Functions and Cumulative Distribution Functions Joint, Marginal and Conditional Densities Expectation, Covariance, Correlation, Independence and Orthogonality Central Limit Theorem Transformation of Random Variables Some Bivariate Correlated Distributions of Interest in Wireless Communications Order Statistics Decision Theory and Error Rates Upper Bounds on the Tail Probability Stochastic Processes Parameter Estimation and Testing Chi-Square Tests MSE and Chi-Square Test Mixture Densities in Wireless Channel Modeling Receiver Operating Characteristics Laplace and Mellin Transforms Laplace Transforms and Sums of Random Variables Mellin Transforms and Products of RandomVariables Properties of Densities Revisit Modems for Wireless Communications Introduction Optimum Receiver, Pulse Shaping, and Nyquist’s Criteria Efficiency of Digital Modulation Techniques Geometric Representation of Signals and Orthonormal Functions Modulation Techniques General Nonlinear Modulation Schemes Error Rates for Differentially Encoded Signals Orthogonal Frequency Division Multiplexing Appendix Modeling of Fading and Shadowing Background Models for Short-Term Fading Models for Shadowing Models for Shadowed Fading Channels Composite Model for Fading, Shadowing and Shadowed Fading General Cascaded Models Comparison of Different Models Other General Fading Models A Few Additional Quantitative Measures of Fading and Shadowing Sum, Product, and Mixture Models of Fading Diversity Techniques Introduction Concept of Diversity Diversity Combining Algorithms Shadowing Mitigation and Macrodiversity Macro- and Microdiversity Systems (Hybrid Diversity) Generalized Selection Combining Quantitative Comparison of Diversity Combining Algorithms Diversity in Generalized Gamma and Weibull Channels Diversity in Cascaded Nakagami Channels Generalized Selection Combining Diversity in McKay Fading Channels Diversity in Channels Modeled as Gamma Mixtures Additional Examples of Random Number Simulation Interference in Wireless Channels Outage Probabilities Average Probability of Error Cognitive Radio Energy Detection in Ideal Channels Energy Detection in Fading and Shadowed Fading Channels Random Number Simulation Performance Comparison
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Shankar M. Fading and Shadowing in Wireless Systems 2ed 2017.pdf