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Dynamic K-Best Sphere Decoding Algorithms for MIMO Detection

机译:用于MIMO检测的动态K最佳球面解码算法

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Multiple Input Multiple Output (MIMO) technology is of great significance in high data rate wireless communication. The K-Best Sphere Decoding (K-Best SD) algorithm was proposed as a powerful method for MIMO detection that can approach near-optimal performance. However, some extra computational complexity is contained in K-Best SD. In this paper, we propose an improved K-Best SD to reduce the complexity of conventional K-Best SD by assigning K for each level dynamically following some rules. Simulation proves that the performance degradation of the improved K-Best SD is very little and the complexity is significantly reduced.
机译:多输入多输出(MIMO)技术在高数据速率无线通信中具有重要意义。提出了K-Best球形解码(K-Best SD)算法作为一种功能强大的MIMO检测方法,可以接近最佳性能。但是,K-Best SD中包含一些额外的计算复杂性。在本文中,我们提出了一种改进的K-Best SD,通过遵循一些规则为每个级别动态分配K来降低传统K-Best SD的复杂性。仿真证明,改进后的K-Best SD的性能降级很小,并且复杂度大大降低。

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