A new method to reduce the complexity of joint detection algorithm

Dong Chen, Tamio Saito
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引用次数: 2

Abstract

Joint detection (JD) is a key technology in 3/sup rd/ generation mobile communication systems like UTRA-TDD; it can be used to eliminate the intracell multiple access interference (MAI) and intersymbol interference (ISI). However, high complexity blocks its commercial application. The bottleneck can be generalized into one problem, to calculate the matrix inversion. A new method is proposed to reduce the complexity of the joint detection algorithm, and the simulation results indicate that the performance is acceptable in practical applications. The algorithm complexity is reduced 18 times, based on simulation duration, compared with a traditional Cholesky method. Even if compared with approximate Cholesky decomposition, the complexity is reduced by 6 percent, based on the complex multiplication times.
一种降低联合检测算法复杂度的新方法
联合检测(JD)是UTRA-TDD等3/ 5代移动通信系统的关键技术;它可以用来消除蜂窝内多址干扰(MAI)和码间干扰(ISI)。然而,高复杂性阻碍了其商业应用。瓶颈问题可以推广为一个问题,来计算矩阵的反演。提出了一种降低联合检测算法复杂度的新方法,仿真结果表明,该方法在实际应用中具有良好的性能。与传统的Cholesky方法相比,基于仿真时间的算法复杂度降低了18倍。即使与近似的Cholesky分解相比,基于复杂的乘法次数,复杂性也降低了6%。
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