Title :
CTH14-3: Probability Density Function of Reliability Metrics in BICM with Arbitrary Modulation: Closed-form through Algorithmic Approach
Author :
Szczecinski, Leszek ; Bettancourt, Rolando ; Feick, Rodolfo
Author_Institution :
Inst. Nat. de la Rech. Sci., Univ. of Quebec, Montreal, QC
fDate :
Nov. 27 2006-Dec. 1 2006
Abstract :
In the popular bit-interleaved coded modulation (BICM) the output of the channel encoder and the input of the modulator are separated by a bit-level interleaver. From the decoder´s point of view, the modulator, the transmission channel, and the demodulator (calculating bits´ reliability metrics) become a memoryless BICM channel with binary inputs and real outputs. The BICM channel´s outputs (reliability metrics) are known to be Gaussian for binary- or quaternary phase shift keying but no expression for their probability density function (PDF) is known for higher-order modulation. We fill this gap presenting an algorithmic method to calculate closed-form expressions for the PDF of reliability metrics in BICM with arbitrary modulation and bits-to-symbol mapping. Such probabilistic description of BICM channel provides a useful tool to analyze, from an information- theoretic point of view, any BICM constellation/mapping design.
Keywords :
Gaussian channels; channel capacity; channel coding; interleaved codes; modulation coding; phase shift keying; probability; BICM; arbitrary modulation; bit-interleaved coded modulation; bits-to-symbol mapping; channel encoder; closed-form expressions; phase shift keying; probability density function; reliability metrics; transmission channel; Closed-form solution; Demodulation; Histograms; Interleaved codes; Maximum likelihood decoding; Modulation coding; Phase shift keying; Probability density function; Quadrature amplitude modulation; Reliability engineering;
Conference_Titel :
Global Telecommunications Conference, 2006. GLOBECOM '06. IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
1-4244-0356-1
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2006.113