Mathematical foundations for signal processing, communications, and networking /

"Mathematical Foundations for Signal Processing, Communications, and Networking describes mathematical concepts and results important in the design, analysis, and optimization of signal processing algorithms, modern communication systems, and networks. Helping readers master key techniques and...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Serpedin, Erchin, 1967-, Chen, Thomas M., Rajan, Dinesh
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, ©2011.
Temas:
Telecommunication > Mathematics.
Télécommunications > Mathématiques.
COMPUTERS > Networking > General.
MATHEMATICS > Applied.
TECHNOLOGY & ENGINEERING > Electrical.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • List of figures
  • List of tables
  • Preface
  • Editors
  • List of contributors
  • List of acronyms
  • Notations and symbols
  • 1. Introduction
  • 2. Signal processing transforms / Serhan Yarkan and Khalid A. Qaraqe
  • 3. Linear algebra / Fatemeh Hamidi Sepehr and Erchin Serpedin
  • 4. Elements of galois fields / Tolga Duman
  • 5. Numerical analysis / Vivek Sarin
  • 6. Combinatrics / Walter D. Wallis
  • 7. Probabilty, random variables, and stochastic processes / Dinesh Rajan
  • 8. Random matrix theory / Romain Couillet and Merouane Debbah
  • 9. Large deviations / Hongbin Li
  • 10. Fundamentals of estimation theory / Yik-Chung Wu
  • 11. Fundamentals of detection theory / Venugopal V. Veeravalli
  • 12. Monte carlo methods for statistical signal processing / Xiaodong Wang
  • 13. Factor graphs and message passing algorithms / Aitzaz Ahmad, Erchin Serpedin, and Khalid A. Qaraqe
  • 14. Unconstrained and constrained optimization problems / Shuguang Cui, Anthony Man-Cho So, and Rui Zhang
  • 15. Linear programming and mixed integer programming / Bogdan Dumitrescu
  • 16. Majorization theory and applications / Jiaheng Wang and Daniel Palomar
  • 17. Queueing theory / Thomas Chen
  • 18. Network optimization techniques / Michal Pioro
  • 19. Game theory / Erik G. Larsson and Eduard Jorswieck
  • 20. A short course on frame theory / Veniamin I. Morgenshtern and Helmut Bolcskei
  • Index.

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