Title :
Codes on Graphs: Fundamentals
Author :
Forney, G. David
Author_Institution :
Lab. for Inf. & Decision Syst., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
This paper develops a fundamental theory of realizations of linear and group codes on general graphs using elementary group theory, including basic group duality theory. Principal new and extended results include: normal realization duality; analysis of systems-theoretic properties of fragments of realizations and their connections; minimal Leftrightarrow trim and proper theorem for cycle-free codes; results showing that all constraint codes except interface nodes may be assumed to be trim and proper, and that the interesting part of a cyclic realization is its 2-core; notions of observability and controllability for fragments, and related tests; and relations between state-trimness and controllability, and dual state-trimness and observability.
Keywords :
encoding; graph theory; controllability; cycle-free codes; cyclic realization; dual state-trimness; elementary group theory; general graphs; group codes; group duality theory; normal realization duality; observability; systems theoretic properties; Controllability; Convolutional codes; Kernel; Linear codes; Observability; Parity check codes; Vectors; Group codes; graphical models; linear codes;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2346210