研究目的
To investigate the design of hybrid precoder and combiner with sub-connected architecture for point-to-point mmWave MIMO wireless communication, aiming to maximize the system energy efficiency.
研究成果
The paper presents a two-layer optimization method for designing hybrid precoder and combiner with sub-connected architecture for mmWave MIMO systems, proving the convergence of the proposed algorithms and validating their effectiveness through extensive simulations. The method achieves energy-efficient transmission by optimizing both analog and digital components of the transceiver.
研究不足
The problem of interest is a non-convex and NP-hard problem that is difficult to solve directly. The design is challenging under a set of practical constraints, especially with the large arrays combined with high cost and power consumption of the mixed analog/digital signal components.