Random matrix theory and its applications : multivariate statistics and wireless communications
著者
書誌事項
Random matrix theory and its applications : multivariate statistics and wireless communications
（Lecture notes series, Institute for Mathematical Sciences, National University of Singapore, v. 18）
World Scientific, c2009
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注記
Includes bibliographical references
内容説明・目次
内容説明
Random matrix theory has a long history, beginning in the first instance in multivariate statistics. It was used by Wigner to supply explanations for the important regularity features of the apparently random dispositions of the energy levels of heavy nuclei. The subject was further deeply developed under the important leadership of Dyson, Gaudin and Mehta, and other mathematical physicists.In the early 1990s, random matrix theory witnessed applications in string theory and deep connections with operator theory, and the integrable systems were established by Tracy and Widom. More recently, the subject has seen applications in such diverse areas as large dimensional data analysis and wireless communications.This volume contains chapters written by the leading participants in the field which will serve as a valuable introduction into this very exciting area of research.
目次
- The Stieltjes Transform and Its Role in Eigenvalue Behavior of Large Dimensional Random Matrices (J W Silverstein)
- Beta Random Matrix Ensembles (P Forrester)
- Future of Statistics (Z Bai)
- and Shannon Transforms: A Bridge between Random Matrices and Wireless Communications (A M Tulino)
- The Replica Method in Multiuser Communications (R R Muller).
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