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A spatio-temporal equalization method for indoor wireless LANs with beamforming criterion selection

机译:具有波束成形准则选择的室内无线局域网的时空均衡方法

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Spatio-temporal equalization is a technique which utilizes both spatial and temporal information of the received signal to compensate for intersymbol interference due to multipath fading. Considering the application of a spatio-temporal equalizer to high speed wireless communications systems, such as wireless LANs, this paper proposes a new spatio-temporal equalization method using a cascade configuration of an adaptive array and a DFE (decision feedback equalizer), which can be realized with small number of weights, and hence, low computational complexity. However, it has to pay a price for the simplicity, namely, the error performance surface becomes a fourth-order function of the weights, and possibly has two minima. In order to avoid a wrong trap by a local minimum during the adaptation of the MMSE (minimum mean-squared error) based adaptation algorithm with any initial values, the proposed equalizer calculates the weights of the adaptive array and the DFE separately in two steps, and the adaptive array selects a path or paths to capture depending on channel conditions. Computer simulation results show that the proposed method can achieve good performance in various channel models, which are based on measurement reports, in low computational complexity.
机译:时空均衡是一种利用接收信号的时空信息来补偿由于多径衰落引起的符号间干扰的技术。考虑到时空均衡器在诸如无线局域网等高速无线通信系统中的应用,本文提出了一种新的时空均衡方法,该方法使用自适应阵列和DFE(决策反馈均衡器)的级联配置,可以实现可以以较少的权数实现,因此计算复杂度低。然而,它必须为简单性付出代价,即,错误性能表面成为权重的四阶函数,并且可能具有两个最小值。为了避免在基于MMSE(最小均方误差)的自适应算法具有任何初始值的自适应过程中,通过局部最小值产生的错误陷阱,建议的均衡器分两步分别计算自适应阵列和DFE的权重,自适应阵列根据信道条件选择一条或多条要捕获的路径。计算机仿真结果表明,该方法可以在基于测量报告的各种信道模型中以较低的计算复杂度实现良好的性能。

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