Statistical Physics for Electrical Engineering
Springer International Publishing (Verlag)
978-3-319-62062-6 (ISBN)
The main body of this book is devoted to statistical physics, whereas much less emphasis is given to thermodynamics. In particular, the idea is to present the most important outcomes of thermodynamics - most notably, the laws of thermodynamics - as conclusions from derivations in statistical physics.
Special emphasis is on subjects that are vital to engineering education. These include, first of all, quantum statistics, like the Fermi-Dirac distribution, as well as diffusion processes, both of which are fundamental to a sound understanding of semiconductor devices. Another important issue for electrical engineering students is understanding of the mechanisms of noise generation and stochastic dynamics in physical systems, most notably in electric circuitry. Accordingly, the fluctuation-dissipation theorem of statistical mechanics, which is the theoretical basis for understanding thermal noise processes in systems, is presented from a signals-and-systems point of view, in away that is readily accessible for engineering students and in relation with other courses in the electrical engineering curriculum, like courses on random processes.
Neri Merhav received the B.Sc., M.Sc., and D.Sc. degrees from the Technion, Israel Institute of Technology, in 1982, 1985, and 1988, respectively, all in electrical engineering. Since 1990 he has been a faculty member (and since 1998 a full professor) in the Electrical Engineering Department of the Technion, Haifa, Israel. His research interests include information theory, statistical communications, statistical signal processing, and in recent years, also the relationships between information theory and statistical physics. He has authored and coauthored approximately 180 journal articles and a similar number of conference articles, as well as a few tutorial papers and two monographs. During the years 1996--1999, and also since 2017, he has served as an associate editor for the IEEE Transactions on Information Theory.
Preface.- Introduction.- Kinetic Theory and the Maxwell Distribution.- Elementary Statistical Physics.- Quantum Statistics - the Fermi-Dirac Distribution.- Quantum Statistics - the Bose-Einstein Distribution.- Interacting Particle Systems and Phase Transitions.- Vibrations in a Solid - Phonons and Heat Capacity.- Fluctuations, Stochastic Dynamics and Noise.- A Brief Touch on Information Theory.
| Erscheinungsdatum | 01.09.2017 |
|---|---|
| Zusatzinfo | XII, 137 p. 21 illus., 3 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 393 g |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Statistik |
| Naturwissenschaften ► Physik / Astronomie ► Thermodynamik | |
| Technik ► Elektrotechnik / Energietechnik | |
| Schlagworte | Electrical Engineering • Engineering • Engineering: general • Information Theory • kinetic theory of gases • Mathematical methods in physics • Mathematical Physics • Mechanisms of noise generation • probability & statistics • Probability & statistics • Science: general issues • Statistical Mechanics • Statistical Physics • Statistical Physics and Dynamical Systems • Statistics for Engineering, Physics, Computer Scie • Stochastic dynamics in electric circuitry • Thermal noise • thermodynamic potentials |
| ISBN-10 | 3-319-62062-2 / 3319620622 |
| ISBN-13 | 978-3-319-62062-6 / 9783319620626 |
| Zustand | Neuware |
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