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MMSE Soft-Interference-Cancellation Aided Iterative Center-Shifting K-Best Sphere Detection for MIMO Channels

机译:用于mImO信道的mmsE软干扰消除辅助迭代中心移位K-最佳球体检测

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摘要

Based on an EXtrinsic Information Transfer (EXIT) chart-assisted receiver design, a low-complexity near-Maximum A Posteriori (MAP) detector is constructed for high-throughput systems. A high throughput is achieved by invoking high-order modulation schemes or multiple transmit antennas, while employing a novel sphere detector (SD) termed as a center-shifting SD scheme. The center-shifting SD is assisted by the MMSE soft-interference-cancellation (SIC-MMSE) algorithm. The resultant scheme is capable of attaining a considerable complexity reduction over the conventional SD-aided iterative benchmark receiver. For example, the SIC-MMSE center-shifting scheme may enable the iterative receiver to achieve a near-MAP performance in the challenging scenario of an (8x4)-element rank-deficient 4-QAM SDM/OFDM system. This near-MAP performance is achieved, despite imposing a reduced detection-candidate-list-generation-related complexity, which is about an order of magnitude lower than that exhibited by the list-SD dispensing with the proposed center-shifting scheme. As a further benefit, the computational complexity associated with the extrinsic LLR calculation was reduced by a factor of about 64. The associated memory requirements were also reduced by a factor of 64.
机译:基于外部信息传输(EXIT)图表辅助接收器设计,构建了一种用于高通量系统的低复杂度,接近最大后验(MAP)检测器。通过调用高阶调制方案或多个发射天线,同时采用称为中心移位SD方案的新型球形检测器(SD),可以实现高吞吐量。 MMSE软干扰取消(SIC-MMSE)算法辅助中心偏移SD。与常规的SD辅助迭代基准接收机相比,所得方案能够显着降低复杂度。例如,SIC-MMSE中心移位方案可以使迭代接收器在(8x4)元素秩不足的4QAM SDM / OFDM系统的挑战性场景中实现近MAP性能。尽管实现了与检测候选列表生成相关的复杂性降低,但仍实现了这种近MAP性能,该复杂性比采用建议的中心偏移方案的列表SD显示的复杂性低约一个数量级。另一个好处是,与外部LLR计算相关的计算复杂度降低了约64倍。相关的内存需求也降低了64倍。

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