低空场景通信感知信道测量与建模OA
Measurement and Modeling of Communication and Sensing Channels in Low-Altitude Scenarios
随着低空经济的发展,无人机在广域三维空间中的机动飞行活动逐渐增多,其通信覆盖保障与感知监管需求并存,给空地传播建模带来了新的挑战.基于此,依托3.5 GHz 5G商用现网开展低空无人机空地通信链路测量与传播特性研究.通过固定高度直线往返飞行与巡回航线飞行两种测量方案,获取不同飞行高度、传播距离及典型地貌条件下的下行RSRP数据.在此基础上,结合基站发射功率与天线增益等参数提取空地链路路径损耗,并采用CI模型对不同高度层传播特性进行建模分析.实测结果表明,低空感知信道传播特性呈现显著的高度与场景相关性:随着飞行高度增加,路径损耗因子逐步趋近自由空间传播条件;城市场景由于建筑与散射体分布更为复杂,其杂波损耗整体要高于村庄场景.研究结果可为低空通信覆盖分析、传播模型参数建模及通感一体化网络仿真提供实测和理论支撑.
With the development of the low-altitude economy,unmanned aerial vehicles are increasingly operating with high mobility over wide-area three-dimensional spaces,creating simultaneous demands for communication coverage and sensing-based supervision and posing new challenges to air-to-ground propagation modeling.To address these challenges,air-to-ground communication link measurements and propagation characterization for low-altitude unmanned aerial vehicles are conducted over a commercial 3.5 GHz 5G network.Two measurement campaigns,namely fixed-altitude straight-line round-trip flights and patrol-route flights,are designed to collect downlink reference signal received power data at different flight altitudes,propagation distances,and representative terrain conditions.Based on the measurements,air-to-ground path loss is derived by incorporating parameters such as base-station transmit power and antenna gain,and the close-in free-space reference distance model is employed to characterize propagation at different altitude levels.Measurement results show that the propagation characteristics of low-altitude air-to-ground channels exhibit pronounced altitude and scenario dependence.As the flight altitude increases,the path-loss exponent gradually approaches that of free-space propagation.Owing to the more complex distribution of buildings and scatterers in urban environments,clutter loss is generally higher than that in village environments.The results provide measurement-based and theoretical support for low-altitude communication coverage analysis,propagation model parameterization,and integrated sensing and communication network simulations.
张世宇;张宇翔;刘亚萌;张建华;胡铮;孙语瞳;王嘉琳;南作用;班瑞
北京邮电大学网络与交换技术全国重点实验室,北京 100876北京邮电大学网络与交换技术全国重点实验室,北京 100876清华大学天基网络与通信全国重点实验室,北京 100084北京邮电大学网络与交换技术全国重点实验室,北京 100876北京邮电大学网络与交换技术全国重点实验室,北京 100876中讯邮电咨询设计院有限公司,北京 100048中讯邮电咨询设计院有限公司,北京 100048中讯邮电咨询设计院有限公司,北京 100048中讯邮电咨询设计院有限公司,北京 100048
信息技术与安全科学
低空通信无人机空地信道路径损耗杂波损耗
low-altitude communicationsunmanned aerial vehiclesair-to-ground channelspath lossclutter loss
《移动通信》 2026 (9)
39-44,6
国家自然科学基金项目(62525101,62401084,62341128)北京市自然科学基金项目(L243002,L2603010)
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