Title :
Analysis of coupled scalar systems by displacement convexity
Author :
El-Khatib, Rafah ; Macris, Nicolas ; Richardson, Tom ; Urbanke, Rudiger
Author_Institution :
Sch. of Comput. & Commun. Sci., EPFL, Lausanne, Switzerland
fDate :
June 29 2014-July 4 2014
Abstract :
Potential functionals have been introduced recently as an important tool for the analysis of coupled scalar systems (e.g. density evolution equations). In this contribution we investigate interesting properties of this potential. Using the tool of displacement convexity we show that, under mild assumptions on the system, the potential functional is displacement convex. Furthermore, we give the conditions on the system such that the potential is strictly displacement convex in which case the minimizer is unique.
Keywords :
parity check codes; coupled scalar systems; density evolution equations; displacement convexity; potential functionals; Displacement measurement; Equations; Hafnium; Information theory; Interpolation; Level set; Mathematical model;
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
DOI :
10.1109/ISIT.2014.6875248