DocumentCode :
57945
Title :
One-Dimensional Soft-Demapping Algorithms for Rotated QAM and Software Implementation on DSP
Author :
Kyeongyeon Kim ; Basutkar, Navneet ; Kitaek Bae ; Peng Xue ; Ho Yang
Author_Institution :
Samsung Adv. Inst. of Technol. (SAIT), Samsung Electron., Yongin, South Korea
Volume :
61
Issue :
15
fYear :
2013
fDate :
Aug.1, 2013
Firstpage :
3918
Lastpage :
3930
Abstract :
To improve detection performance of quadrature amplitude modulation (QAM), signal space diversity (SSD) has been exploited and adopted for the second generation of digital video broadcasting (DVB-T2) system. Maximum-likelihood detection (MLD) to get full SSD is avoided because of enormous computational complexity. Its max-log approximated detection (full search algorithm) and subregion based soft-demappers are also too complex to be implemented due to their two-dimensional (2D) Euclidean distance calculation. In particular, the complexity becomes the main burden for the software implementation, which is attractive for multistandard broadcasting receivers. To tackle the main bottleneck, we propose one-dimensional (1D) soft-demappers. By reformulating a rotated QAM signal as two layered pulse amplitude modulation (PAM) signals, the full search algorithm is simplified to an MMSE decorrelation followed by 1D soft-demapping, where Gaussian approximation is used for the interferences. Additional interference cancellation is considered to further suppress its residual interference. For 256-QAM with 4/5 code rate in memoryless Rayleigh channels with/without erasures, the performance gap to the full search is within 0.15 dB at 10-3 bit error rate (BER), while the complexity is less than 8%. Due to the significant complexity reduction of the proposed algorithms, the software implementation of a DVB-T2 receiver on DSP is feasible with 73% less computations than the one with the full-search-based soft-demapper.
Keywords :
Gaussian processes; Rayleigh channels; approximation theory; codes; computational complexity; computational geometry; digital signal processing chips; digital video broadcasting; diversity reception; interference suppression; maximum likelihood detection; pulse amplitude modulation; quadrature amplitude modulation; radio receivers; radiofrequency interference; search problems; 1D soft-demapping algorithms; 256-QAM; 2D Euclidean distance calculation; DSP; DVB-T2 receiver; Gaussian approximation; MLD; MMSE decorrelation; PAM; SSD; code rate; computational complexity; detection performance improvement; digital video broadcasting system; full search algorithm; interference cancellation; max-log approximated detection; maximum-likelihood detection; memoryless Rayleigh channels; multistandard broadcasting receivers; noise figure 0.15 dB; quadrature amplitude modulation; residual interference suppression; rotated QAM signal; signal space diversity; software implementation; subregion based soft-demappers; two layered pulse amplitude modulation signals; Coarse-grained reconfigurable array (CGRA) architecture; digital signal processor (DSP); interference cancellation (IC); log likelihood ratio (LLR); minimum mean square error (MMSE); rotated QAM; signal space diversity (SSD); soft-demapping; software defined radio (SDR);
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2013.2262681
Filename :
6515394
Link To Document :
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