PAPR Analysis and Mitigation Algorithms for Beamforming MIMO OFDM Systems

被引:17
作者
Hung, Ying-Che [1 ]
Tsai, Shang-Ho [1 ]
机构
[1] Natl Chiao Tung Univ, Dept Elect Engn, Hsinchu, Taiwan
关键词
MIMO OFDM; beamforming; precoding; peak-to-average power ratio; PAPR; low power; maximum ratio transmission; MRT; equal gain transmission; EGT; extreme value theory; beta distribution; AVERAGE POWER RATIO; EQUAL GAIN TRANSMISSION; WIRELESS SYSTEMS; REDUCTION; SIGNALS; CHANNELS; FEEDBACK;
D O I
10.1109/TWC.2014.031914.130347
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Beamforming (or precoding) techniques have been widely adopted in modern MIMO OFDM systems. Using beamforming can significantly improve the receive SNR of OFDM systems. However, the combination of transmit signals after beamforming deteriorates the peak-to-average power ratio (PAPR), which has long been considered a major issue of OFDM systems. High PAPR not only complicates the design of the power amplifier, but also increases power consumption. In this paper, we theoretically analyze the PAPR performance of MIMO OFDM systems that adopt either one of the two popular beamforming schemes, i.e. MRT (maximum ratio transmission) and EGT (equal gain transmission). The analysis considers different numbers of channel taps after sampling. The results may provide important reference for practical designs when evaluating the required power amplifiers and power consumption. Moreover, the theoretical results show that MRT OFDM systems generally perform much worse than EGT OFDM systems in terms of PAPR. Furthermore, motivated from the derived results, PAPR reduction algorithms are proposed for both MRT OFDM and EGT OFDM systems. It is worth to mention that for MRT OFDM systems, the proposed algorithm can improve both PAPR and bit error rate; for EGT OFDM systems, the proposed algorithm improves PAPR while it only slightly degrades bit error rate.
引用
收藏
页码:2588 / 2600
页数:13
相关论文
共 30 条
[1]   Array gain and capacity for known random channels with multiple element arrays at both ends [J].
Andersen, JB .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2000, 18 (11) :2172-2178
[2]  
Anderson T. W., 1984, An introduction to multivariate statistical analysis, V2nd
[3]  
[Anonymous], 2011, Filter Bank Transceivers for OFDM and DMT systems
[4]   Reducing the peak-to-average power ratio of multicarrier modulation by selected mapping [J].
Bauml, RW ;
Fischer, RFH ;
Huber, JB .
ELECTRONICS LETTERS, 1996, 32 (22) :2056-2057
[5]  
David H. A., 2003, ORDER STAT
[6]   An overview of peak-to-average power ratio reduction techniques for multicarrier transmission [J].
Han, SH ;
Lee, JH .
IEEE WIRELESS COMMUNICATIONS, 2005, 12 (02) :56-65
[7]   Comparison of order statistics between dependent and independent random variables [J].
Hu, TZ ;
Hu, JJ .
STATISTICS & PROBABILITY LETTERS, 1998, 37 (01) :1-6
[8]   Derivation of PAPR distribution for OFDM wireless systems based on Extreme Value Theory [J].
Jiang, Tao ;
Guizani, Mohsen ;
Chen, Hsiao-Hwa ;
Xiang, Weidong ;
Wu, Yiyan .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (04) :1298-1305
[9]  
Joung J, 2007, INT CONF ACOUST SPEE, P377
[10]  
Khademi S, 2012, INT CONF ACOUST SPEE, P3005, DOI 10.1109/ICASSP.2012.6288547