固定信道状态联合通信和感知的速率和检测误差指数权衡

Meng-Che Chang;Shi-Yuan Wang;Tuna Erdoğan;Matthieu R. Bloch
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引用次数: 4

摘要

当感测任务被建模为在整个码字的传输期间固定的离散信道状态的估计时,我们研究了联合通信和感测的信息论限制。此设置捕获感测发生的时间尺度明显慢于符号传输发生的时间标尺的场景。通信和感测之间的折衷采用可靠通信速率和状态检测误差指数之间的折衷区域的形式。我们研究了单静态和双静态场景的这种权衡,其中感测任务分别在发射机或接收机处执行。在单稳态情况下,当传感不用于辅助通信时,我们对开环中的折衷进行了精确的表征。我们还展示了闭环操作带来的严格改进,其中传感通知通信。在双静态的情况下,我们开发了一个可实现的权衡区域,突出了双静态场景的根本不同性质。具体而言,通信速率在权衡的表征中起着关键作用,我们展示了同时估计消息和状态的联合策略如何优于仅在解码传输消息后估计状态的连续策略。
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Rate and Detection-Error Exponent Tradeoff for Joint Communication and Sensing of Fixed Channel States
We study the information-theoretic limits of joint communication and sensing when the sensing task is modeled as the estimation of a discrete channel state fixed during the transmission of an entire codeword. This setting captures scenarios in which the time scale over which sensing happens is significantly slower than the time scale over which symbol transmission occurs. The tradeoff between communication and sensing then takes the form of a tradeoff region between the rate of reliable communication and the state detection-error exponent. We investigate such tradeoffs for both mono-static and bi-static scenarios, in which the sensing task is performed at the transmitter or receiver, respectively. In the mono-static case, we develop an exact characterization of the tradeoff in open-loop, when the sensing is not used to assist the communication. We also show the strict improvement brought by a closed-loop operation, in which the sensing informs the communication. In the bi-static case, we develop an achievable tradeoff region that highlights the fundamentally different nature of the bi-static scenario. Specifically, the rate of communication plays a key role in the characterization of the tradeoff and we show how joint strategies, which simultaneously estimate message and state, outperform successive strategies, which only estimate the state after decoding the transmitted message.
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