Title :
The capacity and coding gain of certain checkerboard codes
Author :
Weeks, William, IV ; Blahut, Richard E.
Author_Institution :
Coordinated Sci. Lab., Illinois Univ., Urbana, IL, USA
fDate :
5/1/1998 12:00:00 AM
Abstract :
We define a checkerboard code as a two-dimensional binary code that satisfies some constraint, e.g., every binary one must be surrounded by eight zeros, and then investigate the capacity for each of several different constraints. Using a recursive construction we develop a series of loose bounds on the capacity. These bounds, in turn, lead to conjecturally precise estimates of the capacity by the use of a numerical convergence-speeding technique called Richardson extrapolation. Finally, using the value of the capacity, we define and compute a measure of coding gain which allows us to compare checkerboard codes to simple coding schemes
Keywords :
convergence of numerical methods; extrapolation; recursive estimation; runlength codes; Richardson extrapolation; capacity; checkerboard codes; coding gain; conjecturally precise estimates; loose bounds; numerical convergence-speeding technique; recursive construction; two-dimensional binary code; Additive white noise; Block codes; Concatenated codes; Error probability; Gain measurement; Gaussian noise; Information science; Iterative decoding; Maximum likelihood decoding; Sufficient conditions;
Journal_Title :
Information Theory, IEEE Transactions on