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WAVE THEORY OF INFORMATION 2017 (H)
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Understand the relationship between information theory and the physics of wave propagation with this expert guide. Balancing fundamental theory with engineering applications, it describes the mechanism and limits for the representation and communication of information using electromagnetic waves. Information-theoretic laws relating functional approximation and quantum uncertainty principles to entropy, capacity, mutual information, rate distortion, and degrees of freedom of band-limited radiation are derived and explained. Both stochastic and deterministic approaches are explored, and applications for sensing and signal reconstruction, wireless communication, and networks of multiple transmitters and receivers are reviewed. With end-of-chapter exercises and suggestions for further reading enabling in-depth understanding of key concepts, it is the ideal resource for researchers and graduate students in electrical engineering, physics and applied mathematics looking for a fresh perspective on classical information theory.
> Relates information-theoretic laws to basic physical principles > Covers both theory and applications > Includes end-of-chapter exercises and suggestions for further reading
Table of Contents
1. Introduction 2. Signals 3. Functional approximation 4. Electromagnetic propagation 5. Deterministic representations 6. Stochastic representations 7. Communication technologies 8. The space-wave number domain 9. The time-frequency domain 10. Multiple scattering theory 11. Noise processes 12. Information-theoretic quantities 13. Universal information bounds Appendix A. Elements of functional analysis Appendix B. Vector calculus Appendix C. Methods for the asymptotic evaluation of integrals Appendix D. Stochastic integration Appendix E. Special functions Appendix F. Electromagnetic spectrum References Index. |
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Springer 國外現貨




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