Title :
Data width requirements in SISO decoding with module normalization
Author :
Wu, Yufei ; Woerner, Brian D. ; Blankenship, T. Keith
Author_Institution :
Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
fDate :
11/1/2001 12:00:00 AM
Abstract :
This letter studies the numerical properties of log-MAP-based soft-input soft-output decoding. The ranges of the differences between the path metrics, the soft output, and the complete information are derived. Since the log-MAP algorithm is functionally dependent only upon the differences between path metrics, not their magnitudes, a module normalization technique that is automatically implemented in two´s complement arithmetic can be used to accommodate overflow of the path metrics. An expression for the minimum internal data width of a soft-input soft-output decoder that employs the module normalization technique is derived. As an application, the minimum internal data width of a decoder for the turbo code used in third-generation mobile communication systems is determined
Keywords :
fixed point arithmetic; iterative decoding; maximum likelihood estimation; turbo codes; 3G mobile communication systems; SISO decoding; data width requirements; fixed point decoder; log-MAP-based soft-input soft-output decoding; minimum internal data width; module normalization; path metrics; third-generation mobile communication; turbo code; Arithmetic; Artificial satellites; Communications Society; Concatenated codes; Convolutional codes; Decoding; Mobile communication; Satellite broadcasting; Turbo codes; Vehicular and wireless technologies;
Journal_Title :
Communications, IEEE Transactions on