论文标题
卫星群中的分布式下行链路预编码和均衡
Distributed Downlink Precoding and Equalization in Satellite Swarms
论文作者
论文摘要
在本文中,我们提出了一种新型方法,用于从卫星群向地面站(GS)下行链路传输。这些群在发射天线中比具有天线阵列的传统卫星具有更高的空间分离的好处,这有望大大提高频谱效率。所得的预编码器和均衡器对计算复杂性,卫星间协调和通道估计的需求非常低。这是通过考虑卫星和GS之间的几何形状来实现的。对于预编码,每个卫星仅需要其出发角度(AOD)与GS的角度,事实证明,如果卫星传输独立的数据流,几乎可以达到最佳速率。对于均衡器,GS仅需要关于所有卫星的到达角度(AOA)的知识。此外,我们表明,通过选择适当的卫星间距离,所提出的低复杂性方法在数据速率方面达到了理论上的上限。在简化的假设下,通过分析获得了最佳的卫星间距离,并为实践场景提供了启发式。此外,通过利用估计误差的统计数据,提出了一种针对不完美AOD和AOA知识的拟议预编码器和均衡器的鲁棒性的新方法。
In this paper, we propose a novel approach for downlink transmission from a satellite swarm towards a ground station (GS). These swarms have the benefit of much higher spatial separation in the transmit antennas than traditional satellites with antenna arrays, promising a massive increase in spectral efficiency. The resulting precoder and equalizer have very low demands on computational complexity, inter-satellite coordination and channel estimation. This is achieved by taking knowledge about the geometry between satellites and GS into account. For precoding, each satellite only requires its angles of departure (AoDs) towards the GS and it turns out that almost optimal rates can be achieved if the satellites transmit independent data streams. For the equalizer, the GS requires only knowledge about the angles of arrival (AoAs) from all satellites. Furthermore, we show that, by choosing a proper inter-satellite distance, the proposed low-complexity approach achieves the theoretical upper bound in terms of data rate. This optimal inter-satellite distance is obtained analytically under simplifying assumption and provides a heuristic for practical scenarios. Furthermore, a novel approach to increase the robustness of the proposed precoder and equalizer against imperfect AoD and AoA knowledge is proposed by exploiting the statistics of the estimation error.