基于物联网的无线信息与电力传输网络鲁棒性设计研究

V. Nguyen-Duy-Nhat, Mai T. P. Le
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引用次数: 0

摘要

本研究在考虑不完全信道状态信息(CSI)假设的情况下,研究了使用无线信息和功率传输(WIPT)的多天线物联网(IoT)系统的鲁棒波束形成。特别地,我们研究了在考虑用户速率的服务质量(QoS)约束的情况下,最大限度地获取最坏情况能量的问题。所提出的问题自然是一个难以直接解决的非凸问题。一方面,利用半定规划问题这一经典方法,将具有无穷多个约束条件的非凸优化问题转化为一个松弛的凸优化问题来解决这一问题。另一方面,我们提出了另一种使用共生生物搜索(SOS)方法的算法,可以有效地解决公式化问题。最后,通过数值结果验证了基于sdp的算法与基于sos的算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Robust design for IoT-based Wireless Information and Power Transmission network
This work investigates the robust beamforming for a multi-antenna internet of things (IoT) system using wireless information and power transmission (WIPT), given that imperfect channel state information (CSI) assumption is accounted.In particular, we investigate the problem of maximizing the worst-case energy harvested, taking into account the quality of service (QoS) constraint of user rate. The proposed problem is naturally a nonconvex problem, which is hard to tackle directly. On one hand, we rely on a classical method, that is semidefinite programming problem (SDP), to handle this by transforming the original nonconvex optimization problem with infinite number of constraints to a relaxed convex one. On the other hand, we propose another algorithm using Symbiotic Organisms Search (SOS) approach that can effciently solve the formulated problem. In the end, numerical results are provided to verify the effectiveness of the SDP-based algorithm in comparison with that of the SOS-based algorithm.
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