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异构空地网络中通感一体化的协作感知性能分析OA

Cooperative Sensing Performance Analysis for ISAC in Heterogeneous Air-Ground Networks

中文摘要英文摘要

低空经济的兴起对高度集成且可靠的无线系统提出了更高要求,这类系统需同时支持通信与感知功能.尽管通感一体化技术已得到广泛研究,但现有研究多聚焦于地面环境中的链路级或单小区架构,而网络级空地协作通感一体化的潜力仍有待深入探索.为弥合这一技术鸿沟,提出了基于协作多点技术的异构空地通感一体化网络架构,该架构通过引入协作混合单/双站感知方案,显著提升空间分集与感知能力.该方案采用双层基站部署架构:主基站按六边形晶格布局,从基站则遵循泊松点过程分布,这种结构可同时支持地面用户通信与空中目标感知.进一步构建了涵盖协作感知与通信的综合性能分析框架,充分考虑关键信道参数与网络配置.仿真结果揭示了协作感知与关键系统参数之间的依赖关系,特别是在多基站协作及网络密度变化场景下.这些研究成果为在低空环境场景中部署可扩展高效的通感一体化网络提供了实用指导.

The emergence of the low-altitude economy imposes higher demands for highly integrated and reliable wireless systems capable of simultaneously supporting communication and sensing functionalities.Although integrated sensing and communication(ISAC)technology has been extensively studied,existing research primarily focuses on link-level or single-cell architectures within terrestrial environments.The potential of network-level,air-ground coordinated ISAC remains largely unexplored.To bridge this technological gap,a heterogeneous air-ground ISAC network architecture based on the coordinated multi-point technique is proposed.This architecture significantly enhances spatial diversity and sensing capabilities by introducing a cooperative hybrid mono-/bi-static sensing scheme.The proposed framework employs a two-tier base station deployment:master base stations are arranged in a hexagonal lattice,while slave base stations are distributed according to a Poisson point process.This structure concurrently supports communications for ground users and sensing for aerial targets.Furthermore,a comprehensive analytical framework is constructed for evaluating the integrated sensing and communication performance,which meticulously accounts for critical channel parameters and network configurations.Simulation results elucidate the inherent dependencies between cooperative sensing performance and key system parameters,particularly under multi-base-station cooperation and varying network density.These findings provide practical guidelines for deploying scalable and efficient ISAC networks in low-altitude economy scenarios.

江一航;李文禹;李晓阳;游昌盛

中南民族大学,湖北 武汉 430074香港中文大学(深圳),广东 深圳 518172南方科技大学,广东 深圳 518055南方科技大学,广东 深圳 518055

信息技术与安全科学

低空无线网络通信感知一体化随机几何网络建模性能分析

low-altitude wireless networksintegrated sensing and communicationstochastic geometrynetwork modelingperformance analysis

《移动通信》 2026 (9)

65-74,10

国家自然科学基金联合重点项目"低空无人机智能通感控理论与关键技术研究"(U25A20389)中国科协青年人才托举项目"面向群体智能的通感算控一体化技术研究"(YESS20240364)广东省自然科学基金面上项目"面向低空的通信感知计算一体化关键技术研究"(2026A1515010226)深圳市科技计划项目重大专项"通感算一体的新型网络研发及示范应用"(KJZD20240903095402004)深圳市基础研究专项重点项目"智能网联汽车感知-通信-计算一体化关键问题研究"(JCYJ20241202124934046)

10.3969/j.issn.1006-1010.20260629-0001

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