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An implementation of discrete multi-tone over slowly time-varying multiple-input/multiple-output channels

机译:在时变多输入/多输出通道上实现离散多音的实现

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We have investigated a method for data transmission over slowly time-varying MIMO channels. A low complexity method is introduced that effectively diagonalizes the MIMO channel. This enables the use of discrete multi-tone (DMT) modulation over the MIMO channel to achieve information transmission rates close to the Shannon capacity. DMT requires knowledge of the channel state information at the transmitter which is not always possible in practice. In this case the channel can be only made block diagonal and signal detection requires the solution to a least-squares problem with integer variables. This is a very challenging problem that is theoretically difficult (NP-hard). In this paper, a practically efficient method is proposed to solve this least squares problem.
机译:我们研究了一种在时变缓慢的MIMO信道上进行数据传输的方法。引入了一种低复杂度的方法,该方法有效地使MIMO信道对角线化。这使得能够在MIMO通道上使用离散多音(DMT)调制来实现接近香农容量的信息传输速率。 DMT需要了解发射机处的信道状态信息,而这在实践中并不总是可能的。在这种情况下,只能将通道设为块对角线,并且信号检测需要使用整数变量来解决最小二乘问题。这是一个非常具有挑战性的问题,理论上是困难的(NP困难)。在本文中,提出了一种实际有效的方法来解决这个最小二乘问题。

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