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引用次数: 0
摘要
本文为多输入多输出(MIMO)无人飞行器(UAV)通信提出了一种新颖的直接检测(DD)方案,无需进行繁琐、缓慢且计算量大的信道状态信息(CSI)估计和检测过程。所提出的检测方案是利用发射信号之间的频率和/或时间相关性,直接从接收信号中提取信息符号。研究结果表明,与传统的线性检测方案相比,即使在使用完美 CSI 的情况下,拟议方案也能提供约 15 dB 的性能增益。此外,所提出的检测算法可通过使用 Viterbi 算法或其变体来有效实现,从而进一步降低复杂性。
Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications
This article proposes a novel Direct Detection (DD) scheme for multiple-input multiple-output (MIMO) unmanned aerial vehicle (UAV) communications where tedious, slow, and computationally demanding channel state information (CSI) estimation and detection processes are not required. The proposed detection scheme is achieved by exploiting the frequency and/or temporal correlation among the transmitted signals to directly extract the information symbols from the received signals. The results obtained show that the proposed scheme offers a significant advantage of approximately 15 dB performance gain compared to conventional linear detection schemes, even when such schemes are using perfect CSI. Furthermore, the proposed detection algorithm can be efficiently implemented using the Viterbi Algorithm, or its variants, to achieve further complexity reduction.