Wave Theory of Information

Inbunden, Engelska, 2017

1 759 kr

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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.

Produktinformation

Utgivningsdatum2017-11-30
Mått178 x 253 x 26 mm
Vikt1 090 g
FormatInbunden
SpråkEngelska
Antal sidor472
FörlagCambridge University Press
ISBN9781107022317

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Elektronik och kommunikationer inom Naturvetenskap och teknik

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.

'This is an excellent textbook that ties together information theory and wave theory in a very insightful and understandable way. It is of great value and highly recommended for students, researchers and practitioners. Professor Franceschetti brings a highly valuable textbook based on many years of teaching and research.' Charles Elachi, California Institute of Technology and Director Emeritus of the Jet Propulsion Laboratory at NASA