Hybrid Multiantenna Transceiver Optimizations for IoT Systems via Downlink-Uplink Duality

Jinhui Fang, Heng Liu*, Chengwen Xing, Siyuan Xie, Shiqi Gong, Jianping An

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

摘要

In this article, we investigate the analog-digital hybrid transceiver optimization for multiple-input-multiple-output (MIMO) Internet of Things (IoT) systems, aiming at maximizing the sum rate of multiple IoT devices in downlink communications. We first derive the downlink-uplink duality for the MIMO communications with analog-digital hybrid structures. Based on this, the intractable MIMO downlink sum-rate maximization is equivalently transferred into an easier-to-handle virtual uplink counterpart. In order to solve the nonconvex virtual uplink problem effectively, we resort to decouple the involved digital and analog matrix variables. On the one hand, we propose two kinds of algorithms for the analog matrices optimizations, namely, the joint design and the separate design. Specifically, the joint design optimizes the analog precoder and equalizer matrices in an alternating manner. In each iteration, an element-wise optimization algorithm is utilized to optimize the analog matrix variables under constant modulus constraints. For the separate design, the analog precoder and equalizer matrices are optimized separately via the elaborately designed space alignments with lower computational complexities. On the other hand, the digital precoders can be computed with fixed analog matrix variables, in which a modified iterative water-filling algorithm is proposed. Finally, numerical results demonstrate the superior performance advantages of the proposed algorithms over several benchmark algorithms.

源语言英语
页(从-至)8156-8169
页数14
期刊IEEE Internet of Things Journal
11
5
DOI
出版状态已出版 - 1 3月 2024

指纹

探究 'Hybrid Multiantenna Transceiver Optimizations for IoT Systems via Downlink-Uplink Duality' 的科研主题。它们共同构成独一无二的指纹。

引用此

Fang, J., Liu, H., Xing, C., Xie, S., Gong, S., & An, J. (2024). Hybrid Multiantenna Transceiver Optimizations for IoT Systems via Downlink-Uplink Duality. IEEE Internet of Things Journal, 11(5), 8156-8169. https://doi.org/10.1109/JIOT.2023.3317421