双向中继带直连无线携能MIMO系统接收机优化算法研究
Beamforming Design for MIMO AF Two-way Relay SWIPT Systems with Direct Link
为了延长无线网络的寿命,无线携能通信(SWIPT)已成为可以缓解能源短缺问题的前瞻性解决方案。本文研究了在半双工模式下带有源节点直连链路的放大转发多输入多输出双向中继系统,中继节点处设置了功率分配接收机。另外,本文以最小化均方误差为目标函数建立了源节点和中继节点的发射波束成形优化问题。为解决此非凸问题,本文提出了一种基于广义奇异值分解技术(GSVD)和几何规划算法的优化方案,该方案可将目标函数中的矢量矩阵转化为标量,从而避免分解耦合,使结果更接近全局最优。最终通过仿真结果证明了算法的有效性。
o prolong the lifetime of wireless networks, simultaneous wireless information and power transfer (SWIPT) has become a prospective solution which can alleviate the energy deficiency problem. In this paper, an amplify-and-forward (AF) MIMO two-way relay (TWR) system with a direct link (DL) and energy harvesting (EH) is studied. A power splitting (PS) receiver is considered at the relay node. Our objective is to jointly solve a source-relay transmit beamforming optimization problem to minimize the mean-square-error (MSE) of the system, which considers transmitting power constraints at source and relay. For the purpose of addressing this nonconvex problem, an algorithm based on generalized singular value decomposition (GSVD) technique and geometric programming (GP) is proposed, which can avoid decomposing the coupled transmit beamformers and get closer to the global solution. The effectiveness of the proposed schemes is proved through simulation results.
杨哲、温志刚
无线通信通信
波束赋形最小均方误差几何规划算法非线性能量收集
joint beamformingminimum mean-square-errorgeometric programmingnonlinear EH
杨哲,温志刚.双向中继带直连无线携能MIMO系统接收机优化算法研究[EB/OL].(2020-04-22)[2025-08-23].http://www.paper.edu.cn/releasepaper/content/202004-214.点此复制
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