By Fazlollah M. Reza
Written for an engineering viewers, this booklet has a threefold objective: (1) to provide components of recent chance concept — discrete, non-stop, and stochastic; (2) to provide parts of knowledge thought with emphasis on its simple roots in chance concept; and (3) to provide components of coding theory.
The emphasis through the ebook is on such simple thoughts as units, the chance degree linked to units, pattern area, random variables, details degree, and means. those techniques continue from set thought to likelihood thought after which to details and coding theories. No formal necessities are required except the standard undergraduate arithmetic integrated in an engineering or technological know-how software. even if, seeing that those courses won't comprise a direction in chance, the writer provides an introductory remedy of likelihood if you desire to pursue the overall examine of statistical concept of communications.
The ebook is split into 4 elements: memoryless discrete topics, memoryless continuum, schemes with reminiscence, and an summary of a few contemporary advancements. An appendix includes notes to aid familiarize the reader with the literature within the box, whereas the inclusion of many reference tables and an intensive bibliography with a few two hundred entries makes this a great source for any scholar within the box.
Read Online or Download An Introduction to Information Theory (Dover Books on Mathematics) PDF
Similar computer information theory books
The function open-source geospatial software program performs in information dealing with in the spatial details expertise is the overarching subject matter of the publication. It additionally examines new instruments and purposes for these already utilizing OS ways to software program development.
During this booklet, we introduce quantum computation and its software to AI. We spotlight challenge fixing and data illustration framework. in line with details idea, we conceal major rules of quantum computation — Quantum Fourier remodel and Grover seek. Then, we point out how those ideas might be utilized to challenge fixing and eventually current a basic version of a quantum laptop that's in accordance with creation structures.
Quantum Computation and Quantum details (QIP) bargains with the identity and use of quantum assets for info processing. This comprises 3 major branches of research: quantum set of rules layout, quantum simulation andquantum communique, together with quantum cryptography. alongside the prior few years, QIP has turn into the most lively zone ofresearch in either, theoretical and experimental physics, attracting scholars and researchers interested, not just by way of the potentialpractical functions of quantum desktops, but in addition by way of the potential of learning primary physics on the private point of quantum phenomena.
Disbursed resource coding is without doubt one of the key enablers for effective cooperative conversation. the capability purposes diversity from instant sensor networks, ad-hoc networks, and surveillance networks, to strong low-complexity video coding, stereo/Multiview video coding, HDTV, hyper-spectral and multispectral imaging, and biometrics.
- Cyber Security: Deterrence and IT Protection for Critical Infrastructures (SpringerBriefs in Computer Science)
- Advances in Cryptology – CRYPTO 2017: 37th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 20–24, 2017, Proceedings, Part III (Lecture Notes in Computer Science)
- The Nature of Statistical Learning Theory (Information Science and Statistics)
- Security, Privacy, and Anonymity in Computation, Communication, and Storage: 9th International Conference, SpaCCS 2016, Zhangjiajie, China, November 16-18, ... (Lecture Notes in Computer Science)
Additional resources for An Introduction to Information Theory (Dover Books on Mathematics)