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Capacity Region of the Asynchronous Gaussian Vector Multiple-Access Channel

机译:异步高斯向量多路访问信道的容量区域

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In this paper, we derive explicit expressions for the capacity region of the two-user symbol-asynchronous Gaussian vector multiple-access channel. Verdú considered the case where each user linearly modulates a fixed waveform in each symbol period, where the symbol periods for the users are not perfectly aligned at the receiver. He derived explicit capacity region expressions for the case where the transmitters have knowledge of the mutual offset and also for the case where the transmitters have no knowledge of the mutual offset. In this paper, we extend Verdú's results to allow each user to linearly modulate a set of orthonormal waveforms, instead of a single waveform, in each symbol period and with no restrictions imposed on the waveforms. We consider group power constraints, which include individual sum power constraints, as orthonormal waveforms assigned to each user may come from different frequency bands with different power constraints. Similar to the case where each user is allowed to linearly modulate only a single waveform, our results hold regardless of whether or not the transmitters are frame synchronous. In addition, we present some results that are necessary to numerically compute the capacity region expressions with general purpose convex optimization algorithms. Next, we simplify the capacity region expression when there are only individual sum power constraints and when the transmitters know the mutual offset. We also prove a sufficient condition for a similar simplification to hold when the transmitters have no knowledge of the mutual offset. Finally, we consider a specialized algorithm to numerically compute the simplified capacity region expression when the transmitters know the mutual offset.
机译:在本文中,我们导出了两用户符号异步高斯矢量多址信道容量区域的显式表达式。 Verdu考虑了每个用户在每个符号周期内线性调制固定波形的情况,其中用户的符号周期在接收器处未完美对齐。他针对发射机了解相互偏移的情况以及针对发射机不了解相互偏移的情况得出了明确的容量区域表达式。在本文中,我们扩展了Verdu的结果,以允许每个用户在每个符号周期内线性调制一组正交波形而不是单个波形,并且不对波形施加任何限制。我们考虑组功率约束,其中包括单独的总功率约束,因为分配给每个用户的正交波形可能来自具有不同功率约束的不同频段。与允许每个用户仅线性调制单个波形的情况类似,无论发射机是否为帧同步,我们的结果都成立。此外,我们提供了一些必要的结果,这些结果对于使用通用凸优化算法进行数值计算容量区域表达式是必需的。接下来,当仅存在单独的总功率约束且发射机知道相互偏移时,我们简化容量区域表达式。当发射机不知道相互偏移时,我们还证明了足​​以进行类似简化的条件。最后,当发射机知道相互偏移时,我们考虑一种特殊的算法来数值计算简化的容量区域表达式。

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