Title :
Performance Research of Clipping LDPC-OFDM System Based on MMSE Iterative Reception Technology
Author :
Liu Mingzhu ; Zhang Haixia ; Li Xin ; Li Jizheng
Author_Institution :
Sch. of Meas. & Control Technol. & Commun. Eng., Harbin Univ. of Sci. & Technol., Harbin, China
Abstract :
One of the efficient ways to reduce the peak-to-average power ratio in multi-carrier system is clipping method, but it can cause the outspread of frequency spectrum, and then increase the nonlinear distortion and clipping noise. At the same time, it also can worsen the bit error ratio performance in multi-carrier system. In this paper, a nonlinear LDPC-OFDM system has been the research background for reducing the high clipping noise and distortion in clipping system. A novel algorithm named minimum mean square error (MMSE) iterative reception algorithm has been proposed in this paper, which is based on Ochiai clipping distortion mitigating algorithm and clipping distortion reconstructing iteration (CDRI) method. The MMSE iterative reception algorithm combined MMSE algorithm with iterative reception method to reduce clipping noise and distortion under various iteration times. At the same time, LLR-BP process has been intruded to decode LDPC and optimize BER performance. On the other hand, clipping process in LDPC-OFDM system has been mapped to a series of clipping index coding, and maximum likelihood (ML) decision algorithm has been used to recognize them.
Keywords :
OFDM modulation; encoding; error statistics; iterative methods; least mean squares methods; maximum likelihood estimation; nonlinear distortion; parity check codes; radio reception; CDRI method; LLR-BP process; ML decision algorithm; MMSE iterative reception technology; Ochiai clipping distortion mitigating algorithm; bit error ratio performance; clipping LDPC-OFDM system; clipping distortion reconstructing iteration method; clipping index coding; frequency spectrum; maximum likelihood decision algorithm; minimum mean square error iterative reception algorithm; multicarrier system; nonlinear distortion; peak-to-average power ratio; clipping noise and distortion; minimum mean square error (MMSE) iterative reception algorithm; multi-carrier system; peak-to-average power ratio (PAPR);
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2012 Second International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-5034-1
DOI :
10.1109/IMCCC.2012.333