联合通讯和道歧视
1Information and Communication Theory Lab, Department of Electrical Engineering, Eindhoven University of Technology, 5600 MB Eindhoven, The Netherlands.
Entropy (Basel, Switzerland)
|January 8, 2025
概括
这项研究探讨了在离散的无记忆通道中的通信和感知权衡. 它描述了在输入成本约束下通道编码速率和感知区分误差指数之间的最佳平衡.
科学领域:
- 信息理论 信息理论
- 无线通信无线通信
- 信号处理 信号处理
背景情况:
- 联合通信和传感系统将数据传输与环境传感集成在一起.
- 离散无记忆通道是信息理论中分析通信限制的基本模型.
- 频道之间的区分对于在杂环境中可靠的传感至关重要.
研究的目的:
- 分析通信和传感性能之间的基本权衡.
- 描述在联合通信和传感系统中可实现的最佳性能.
- 调查道不确定性对系统性能的影响.
主要方法:
- 使用信息理论工具来分析误差指数.
- 在非对称模式中导出性能极限.
- 使用投入成本约束来建模资源限制.
主要成果:
- 描述频道编码率和传感错误指数之间的最佳权衡曲线.
- 确定联合通信和传感的基本限制.
- 展示道特征对可实现性能的影响.
结论:
- 该研究为理解联合通信和传感能力提供了一个理论框架.
- 最佳的资源配置是平衡通信和传感目标的关键.
- 这些发现对设计高效的集成系统有影响.
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