Title :
Multi-Ary EXIT Chart Analysis with Chi-Square Distributed A Priori Information for Concatenation of USTM and Signal-Based Turbo Coding
Author :
Da-Peng Zhang ; Ju Liu ; Heng-Yang Zhang
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
Abstract :
Conventional extrinsic information transfer (EXIT) chart fits for Gaussian distributed a priori information. In this paper, we propose a multi-ary EXIT chart with Chi-square distributed a priori information to analyze the convergence behavior of unitary space-time signal-based turbo code (UST-SB- TC) for multiple-input multiple-output (MIMO) wireless communication systems. We give the model of a priori information via the conditional probability density function (PDF) of the received signals and use the a priori signal-to-noise ratio (SNR) as the connection between the a priori and the extrinsic information. Simulations show that the model of a priori information is appropriate and the EXIT chart can well depict the iterative decoding.
Keywords :
MIMO communication; charts; concatenated codes; statistical analysis; turbo codes; PDF; SNR; UST-SB-TC; USTM concatenation; a priori signal-to-noise ratio; chi-square distributed a priori information; conditional probability density function; conventional extrinsic information transfer; multi-ary EXIT chart analysis; multiple-input multiple-output wireless communication systems; signal-based turbo coding; unitary space-time signal-based turbo code; Bit error rate; Decoding; Histograms; Iterative decoding; Measurement; Signal to noise ratio; Turbo codes;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th
Conference_Location :
Dresden
DOI :
10.1109/VTCSpring.2013.6692640