2021
DOI: 10.48550/arxiv.2101.12493
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Transmission Power Allocation for Remote Estimation with Multi-packet Reception Capabilities

Abstract: In this paper we consider the problem of transmission power allocation for remote estimation of a dynamical system in the case where the estimator is able to simultaneously receive packets from multiple interfering sensors, as it is possible e.g. with the latest wireless technologies such as 5G and WiFi. To this end we introduce a general model where packet arrival probabilities are determined based on the received Signal-to-Interference-and-Noise Ratio and with two different receivers design schemes, one impl… Show more

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“…This is mainly motivated by the placement of wireless sensors in inaccessible environments or other limitations that restrict easy replacement of the on-board batteries (Singh et al, 2020). Moreover, transmission with low power is desirable when interference among users can exacerbate the packet dropout probability in several wireless standards (Pezzutto et al, 2021). Consequently, it is imperative to design efficient transmission power schedules which take into consideration the time-varying nature of the wireless channels for allocating the limited available energy to achieve desirable estimation performance.…”
Section: Introductionmentioning
confidence: 99%
“…This is mainly motivated by the placement of wireless sensors in inaccessible environments or other limitations that restrict easy replacement of the on-board batteries (Singh et al, 2020). Moreover, transmission with low power is desirable when interference among users can exacerbate the packet dropout probability in several wireless standards (Pezzutto et al, 2021). Consequently, it is imperative to design efficient transmission power schedules which take into consideration the time-varying nature of the wireless channels for allocating the limited available energy to achieve desirable estimation performance.…”
Section: Introductionmentioning
confidence: 99%