联合通信与传感的速率与检测误差指数权衡

Meng-Che Chang, T. Erdogan, Shi-Yuan Wang, M. Bloch
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引用次数: 7

摘要

我们考虑了一种通信模型,其中发射器试图通过状态相关的信道与接收器通信,并同时使用严格的因果噪声状态观测来估计状态。在联合通信和传感场景的激励下,感兴趣的物理现象以比通信速率慢得多的速度发展,假设状态在传输期间保持不变。我们给出了编码策略为开环时通信速率与检测误差指数之间最优渐近权衡的完整表征。我们还表明,闭环策略导致严格的改进权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rate and Detection Error-Exponent Tradeoffs of Joint Communication and Sensing
We consider a communication model in which a transmitter attempts to communicate with a receiver over a state-dependent channel and simultaneously estimate the state using strictly causal noisy state observations. Motivated by joint communication and sensing scenarios in which the physical phenomenon of interest for sensing evolves at a much slower rate than the rate of communication, the state is assumed to remain constant over the duration of the transmission. We derive a complete characterization of the optimal asymptotic trade-off between communication rate and detection-error exponent when coding strategies are open loop. We also show that closed-loop strategies result in strict improvements of the trade-offs.
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