The fundamental challenge of the millimeter-wave (mmWave) frequency band is the sensitivity of the radio channel to blockages, which gives rise to unstable connectivity and impacts the reliability of a system. To this end, multi-point connectivity is a promising approach for ensuring the desired rate and reliability requirements. A robust beamformer design is proposed to improve the communication reliability by exploiting the spatial macro-diversity and a pessimistic estimate of rates over potential link blockage combinations. Specifically, we provide a blockage-aware algorithm for the weighted sum-rate maximization (WSRM) problem with parallel beamformer processing across distributed remote radio units (RRUs). Combinations of non-convex and coupled constraints are handled via successive convex approximation (SCA) framework, which admits a closed-form solution for each SCA step, by solving a system of Karush-Kuhn-Tucker (KKT) optimality conditions. Unlike the conventional coordinated multi-point (CoMP) schemes, the proposed blockage-aware beamformer design has, per-iteration, computational complexity in the order of RRU antennas instead of system-wide joint transmit antennas. This leads to a practical and computationally efficient implementation that is scalable to any arbitrary multi-point configuration. In the presence of random blockages, the proposed schemes are shown to significantly outperform baseline scenarios and result in reliable mmWave communication.
翻译:毫米波(mmWave)频段的根本挑战在于无线电频道对阻塞装置的敏感度,这导致了不稳定的连通性,并影响到系统的可靠性。为此,多点连通是确保所期望的速率和可靠性要求的一个很有希望的方法。提出了强有力的光束设计,通过利用空间宏观多样性和对潜在连接阻塞组合的悲观估计,提高通信可靠性,从而改善通信可靠性。具体地说,我们为加权总和率最大化(SWRM)问题提供了一个阻塞度算法,在分布式远程无线电装置(RRUs)之间平行进行波纹处理。通过连续的convex近似(SCA)框架处理非电流和相联的制约因素的组合,该框架承认了每个SCA步骤的封闭式解决方案,方法是通过解决Karush-Kuhn-Tuck (KKT) 系统,对潜在连接阻塞组合的最佳性条件进行悲观估计。具体地说,拟议的阻隔断式观测系统(COM)设计有:在分布式固定的固定的直径直径直径直径直径直径直径天线图中,整个系统直径直径直径直径直径直径直至整个天线的天线图是显示的直径直径直径直径直至整个直直直直直直直直直至整个直直直直直直直直直直至整个天线的直直直直直直直直直线线线线线线的直向向式天线的直向式天线图。