The geometry of turbo-decoding dynamics
IEEE Transactions on Information Theory
On a geometric view of multiuser detection for synchronous DS/CDMA channels
IEEE Transactions on Information Theory
Information geometry on hierarchy of probability distributions
IEEE Transactions on Information Theory
Information geometry of turbo and low-density parity-check codes
IEEE Transactions on Information Theory
α-parallel prior and its properties
IEEE Transactions on Information Theory
Axiomatic geometry of conditional models
IEEE Transactions on Information Theory
Asymptotic Geometry of Multiple Hypothesis Testing
IEEE Transactions on Information Theory
A Geometric Interpretation of Fading in Wireless Networks: Theory and Applications
IEEE Transactions on Information Theory
Full Length Article: Information geometry of target tracking sensor networks
Information Fusion
Hi-index | 754.84 |
This book presents the state of the art, the current best practices and the innovative techniques of the methods of information geometry. The first half of the book presents a comprehensive introduction to the mathematical foundation of information geometry, including preliminaries from differential geometry, the geometry of manifolds or probability distributions, and the general theory of dual affine connections. The second half describes many applications, such as statistics, linear systems, information theory, quantum mechanics, convex analysis, neural networks, and affine differential geometry. This is a well-written book, original and highly relevant from which to learn methods and results.