Analysis and Improvement of Lattice Reduction Based TH Precoding in MIMO Space Communications
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摘要: 为了评价现有MIMO空间通信预编码方案并改进, 分析与仿真了基于迫零和最小均方误差准则的联合LLL格约简非线性TH预编码算法. 在TH预编码基础上, 通过改善信道矩阵奇异性, 提出了改进的格约简TH预编码方法. 仿真表明, 采用最小均方准则的预编码MIMO系统性能优于采用迫零准则的系统; 所提格约简TH预编码算法相对现有的TH编码算法, 在采用LLL格约简而使复杂度下降时, 仍可获得相对较好的误码性能, 适合多天线MIMO空间传输预编码等 应用.Abstract: In order to evaluate and improve present precoding scheme in MIMO space communications, Zero-Force (ZF) and Minimum Mean Square Error (MMSE) criterion based joint Lenstra, Lenstra, Lovász (LLL) Lattice Reduction (LR) nonlinear Tomlinson-Harashima (TH) precoding algorithm is simulated and analyzed. At the same time, according to the basis of TH precoding, an improved lattice reduction based TH precoding is proposed by improving the singularity of the channel matrix. Simulation results indicate that the performance of MIMO precoding with MMSE criterion is better than that with ZF criterion. In addition, the proposed LLL lattice reduction based TH precoding has still obtained much better performance gain than traditional ones while a little more complexity is reduced by the LLL LR method. Therefore, it can be used in the precoding applications and so on in the multiple antenna MIMO space transmission.
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Key words:
- Space communications /
- MIMO /
- Lattice reduction /
- TH precoding
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