对于下链ISAC中的专用传感信号的动态功率和频率域分配
Madeeha Aman1, Ghani Ur Rehman2,3, Muhammad Zubair4,5
1Department of Computer Science, University of the Punjab, Lahore, Pakistan.
Scientific reports
|December 20, 2025
概括
本研究介绍了集成传感和通信 (ISAC) 系统的动态资源分配框架. 这种方法提高了未来6G网络的传感精度和通信速度.
科学领域:
- 无线通信系统无线通信系统
- 信号处理 信号处理
- 网络资源管理 网络资源管理
背景情况:
- 综合传感和通信 (ISAC) 系统提供双重功能,但面临着资源分配的挑战.
- 优化功率和频率对于平衡传感和通信性能至关重要.
研究的目的:
- 为下链ISAC系统开发一个动态的联合资源分配框架.
- 在传感精度和通信吞吐量之间实现灵活的权衡.
主要方法:
- 提出了一种代优化算法,以动态分配功率和频率.
- 纳入实时通道状态信息和传感要求.
- 一个复合实用功能平衡传感和通信目标.
主要成果:
- 与基准相比,拟议的框架在传感准确度和通信率方面取得了显著的改进.
- 该方法为用户和传感任务提供了对最佳功率分配的洞察力.
- 证明了适应各种应用场景的适应性.
结论:
- 动态联合资源分配框架是ISAC系统的实用和适应性解决方案.
- 这种方法显示了提高6G网络性能的巨大潜力.
- 这些发现为有效的ISAC部署铺平了道路.
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