首页|基于级联角度的AIRS辅助大规模MIMO系统波束跟踪方案

基于级联角度的AIRS辅助大规模MIMO系统波束跟踪方案

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智能反射表面(intelligent reflecting surface,IRS)可以通过提供额外的视线(line of sight,LoS)路径补偿传播损耗或解决阻塞问题,有效地提高毫米波(millimeter wave,mm Wave)通信系统的性能,被认为是下一代移动通信的核心技术。与传统的地面IRS相比,部署在无人机、热气球等空中平台上的空中IRS(aerial IRS,AIRS)结合了空中平台的高移动特性/旋转特性和IRS提供的优质链路特性,可以提供更广阔的信号覆盖范围。考虑到现实场景中用户的移动性,通信系统有必要实时调整波束成形以使波束对准移动用户。然而,AIRS不具备有源射频链,难以在AIRS处获取离开角和到达角,增加了波束跟踪的复杂性。针对这一问题,建立了具有时变信道的AIRS辅助mmWave大规模多输入多输出(multiple input multiple output,MIMO)系统模型,结合基站端有源波束成形、AIRS的旋转角度和无源波束成形设计,提出了 一种基于级联角度的无迹卡尔曼滤波波束跟踪方案。仿真结果表明,提出的方案具有较高的跟踪精度,同时AIRS的旋转特性对提升系统可达速率起着重要作用。
Cascaded angle-based AIRS aided beam tracking scheme for massive MIMO system
Intelligent reflecting surface(IRS)is considered the core technology of the next generation of mobile communications,which can effectively improve the performance of millimeter wave(mmWave)communication systems by providing additional line of sight(LoS)path to compensate propagation losses or solve blocking problems.Aerial IRS(AIRS)deployed on aerial platforms such as drones and hot air balloons combine the high mobility/rotation characteristics of aerial platforms with the quality link characteristics provided by IRS to provide wider signal coverage than traditional ground IRS.Considering the mobility of users in the real world,it is necessary for the communication system to adjust the beamforming in real time to align the beamforming to the mobile users.However,since AIRS do not have active radio frequency chains,it is difficult to obtain angle of departure and angle of arrival at AIRS,and its deployment significantly increases the complexity of beam tracking.To solve this problem,a AIRS assisted mmWave multiple input multiple output(MIMO)system model with time-varying channels is established.Combining active beamforming at the base station,AIRS rotation angle and passive beamforming design,a cascade angle untracked Kalman filter beam tracking scheme is proposed.Simulation results show that the proposed scheme has high tracking accuracy,and AIRS rotation characteristics play an important role in improving the system reachable speed.

aerial intelligent reflecting surface(AIRS)beam formingbeam trackingmassive multiple input multiple output(MIMO)millimeter wave(mmWave)

马露洁、梁彦、李飞

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南京邮电大学通信与信息工程学院,江苏南京 210003

空中智能反射面 波束成形 波束跟踪 大规模多输入多输出 毫米波

国家自然科学基金

62271265

2024

系统工程与电子技术
中国航天科工防御技术研究院 中国宇航学会 中国系统工程学会

系统工程与电子技术

CSTPCD北大核心
影响因子:0.847
ISSN:1001-506X
年,卷(期):2024.46(7)