Title :
Lower bounds on the anticipation of encoders for input-constrained channels
Author :
Ruckenstein, Gitit ; Roth, Ron M.
Author_Institution :
Dept. of Comput. Sci., Technion-Israel Inst. of Technol., Haifa, Israel
fDate :
7/1/2001 12:00:00 AM
Abstract :
An input-constrained channel S is defined as the set of words generated by a finite labeled directed graph. It is shown that every finite-state encoder with finite anticipation (i.e., with finite decoding delay) for S can be obtained through state-splitting rounds applied to some deterministic graph presentation of S, followed by a reduction of equivalent states. Furthermore, each splitting round can be restricted to follow a certain prescribed structure. This result, in turn, provides a necessary and sufficient condition on the existence of finite-state encoders for S with a given rate p:q and a given anticipation a. A second condition is derived on the existence of such encoders; this condition is only necessary, but it applies to every deterministic graph presentation of S. Based on these two conditions, lower bounds are derived on the anticipation of finite-state encoders. Those lower bounds improve on previously known bounds and, in particular, they are shown to be tight for the common rates used for the (1,7)-runlength-limited (RLL) and (2,7)-RLL constraints
Keywords :
channel coding; decoding; delays; directed graphs; runlength codes; RLL constraints; deterministic graph presentation; finite anticipation; finite decoding delay; finite labeled directed graph; finite-state encoders; input-constrained channels; lower bounds; necessary condition; runlength-limited constraints; state-splitting rounds; sufficient condition; Binary sequences; CD recording; DVD; Decoding; Delay systems; Information theory; Magnetic devices; Magnetooptic recording; Optical devices; Sufficient conditions;
Journal_Title :
Information Theory, IEEE Transactions on