Iterative decoding

Details Iterative decoding Iterative decoding

2011-03-08

2011-03-08

Tran, Khai (Department: 2611)

Pulse or digital communications

Receivers

Particular pulse demodulator or detector

Reexamination Certificate

active

07903766

ABSTRACT:
This invention provides an iterative process to maximum a posteriori (MAP) decoding. The iterative process uses an auxiliary function which is defined in terms of a complete data probability distribution. The auxiliary function is derived based on an expectation maximization (EM) algorithm. For a special case of trellis coded modulators, the auxiliary function may be iteratively evaluated by a combination of forward-backward and Viterbi algorithms. The iterative process converges monotonically and thus improves the performance of any decoding algorithm. The MAP decoding minimizes a probability of error. A direct approach to achieve this minimization results in complexity which grows exponentially with T, where T is the size of the input. The iterative process avoids this complexity by converging on the MAP solution through repeated maximization of the auxiliary function.

REFERENCES:
patent: 5721746 (1998-02-01), Hladik et al.
patent: 6161209 (2000-12-01), Moher
patent: 6182261 (2001-01-01), Haller
patent: 6327317 (2001-12-01), Chennakeshu
patent: 6377610 (2002-04-01), Hagenauer
patent: 6400290 (2002-06-01), Langhammer et al.
patent: 6480552 (2002-11-01), Tonello
patent: 6563877 (2003-05-01), Abbaszadeh

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