While interference in time domain (caused by path difference) is mitigated by OFDM modulation, interference in frequency domain (due to velocity difference), can be mitigated by OTFS modulation. However, in non-stationary channels, the relative difference in acceleration will cause Inter-Doppler Interference (IDI) and a modulation method for mitigating IDI does not exist in the literature. Both methods in the literature use carriers in a specific domain which achieve orthogonality in the target domain to mitigate interference. Moreover, those modulation cannot directly incorporate space domain, which requires additional precoding technique to mitigate inter-user interference (IUI) for MU-MIMO channels. This work presents a generalized modulation for any multidimensional channel. Recently, Higher Order Mercer's Theorem (HOGMT) [1] has been proposed to decompose multi-user non-stationary channels into independent fading subchannels (Eigenwaves). Based on HOGMT decomposition, we develop Multidimensional Eigenwaves Multiplexing (MEM) modulation which uses jointly orthogonal eigenwaves, decomposed from the multidimensional channel as subcarriers. Data symbols modulated by these eigenwaves can achieve orthogonality across each degree of freedom(e.g. space (users/antennas), time-frequency and delay-Doppler). Consequently, the transmitted remain independent over the high dimensional channel, thereby avoiding interference from other symbols.
翻译:虽然对时间域的干扰(由路径差异造成)通过调制调制而减轻,但对频率域的干扰(由于速度差异)可以通过调制而减轻,但在非静止渠道,加速度的相对差异将导致多普勒干涉(IDI),文献中也不存在一种减轻IDI的调制方法。文献中的两种方法均在特定领域使用载体,在目标领域实现交替性以减少干扰。此外,这些调制无法直接纳入空间域,这需要额外的预先校准技术来减轻MU-MIMO频道的用户间干扰(IUI),但在非静止频道中,加速度的相对差异将造成任何多普勒干涉(DI),而在文献中,高级默克尔理论(HOGMT) [1] 提议将多用户非静态导体引入独立的淡化子网(Egenwaps)。根据HOGMT的变调制,我们从多频域域域中开发了双向流电波调制(MEM)技术,这需要增加用户间对MUI)的干扰(UIUI),对于任何多频流、多路流的干扰流的干扰流的干扰,这些流流的调制成,这些流流的频率,或调制成,这些流压的流压的频率的压是联合或调制制制制成的轨道的频率的频率的频率的频率的频率的频率的频率。