A Concatenation Scheme of Polar Codes and Space-time Block Codes in Multiple-input Multiple-output Channels

被引:0
作者
Zhao, Shengmei [1 ]
Sun, Qian [1 ]
Feng, Ming-Kun [1 ]
Zheng, Baoyu [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Inst Signal Proc & Transmiss, Nanjing 210003, Jiangsu, Peoples R China
来源
2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3 | 2013年
关键词
Space-Time Block Codes; Polar codes; Channel polariztion; Bit error rate; CAPACITY; DESIGN;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Space-time block code (STBC) based on orthogonal design is one of the space-time coding methods to achieve multiinput multi-output (MIMO) diversity gain. STBC can provide sufficient space diversity gain, but it can not provide coding gain. Polar codes based on channel polarization are the first class of provably capacity-achieving codes with low encoding and decoding complexity. In order to improve the bit error rate (BER) performance of STBC, a concatenated scheme with Polar codes and STBC, named Polar-STBC scheme, is proposed in this paper. The BER performance of Polar-STBC system is discussed by numerical simulation under different polar code length, different polar code rates, and different coding methods of STBC. The results show that the performance of Polar-STBC has a big improvement in comparison with that using STBC only. The coding gain of Polar-STBC system is about 5dB when the BER is 10(-3). Meanwhile, the longer code length and the lower code rate Polar codes have, the better BER performance the Polar-STBC system has. In addition, the different STBC coding methods have influence on the Polar-STBC system. The Polar-STBC system with more receiving antennas has a better BER performance in comparison with those with the same sending antennas and less receiving antennas. The coding gain of Polar-STBC system with 2 receiving antenna is 6.5dB improvement to the system with 1 receiving antenna when BER is 10(-3)and the code length is 1024.
引用
收藏
页码:1216 / 1220
页数:5
相关论文
共 20 条
[1]  
Abbe E., 2010, Information Theory and Applications Workshop (ITA), P1
[2]   A simple transmit diversity technique for wireless communications [J].
Alamouti, SM .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1998, 16 (08) :1451-1458
[3]   Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels [J].
Arikan, Erdal .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (07) :3051-3073
[4]  
Blasco-Serrano R, 2010, CONF REC ASILOMAR C, P1743, DOI 10.1109/ACSSC.2010.5757839
[5]   Distributed Space-Time Coding for Two-Way Wireless Relay Networks [J].
Cui, Tao ;
Gao, Feifei ;
Ho, Tracey ;
Nallanathan, Arumugam .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (02) :658-671
[6]  
Futaki H, 2003, IEEE VTS VEH TECHNOL, P2589
[7]   LOW-DENSITY PARITY-CHECK CODES [J].
GALLAGER, RG .
IRE TRANSACTIONS ON INFORMATION THEORY, 1962, 8 (01) :21-&
[8]   High-rate codes that are linear in space and time [J].
Hassibi, B ;
Hochwald, BM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2002, 48 (07) :1804-1824
[9]   Design of multi-input multi-output systems based on low-density parity-check codes [J].
Hou, JL ;
Siegel, PH ;
Milstein, LB .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2005, 53 (04) :601-611
[10]   Polar Codes are Optimal for Lossy Source Coding [J].
Korada, Satish Babu ;
Urbanke, Ruediger L. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (04) :1751-1768