Age of Information: A Two-Sensor Status Update System Monitoring The Same Process

T Yang, Z Chen, HH Yang, M Wang, Y Jia… - arXiv preprint arXiv …, 2022 - arxiv.org
T Yang, Z Chen, HH Yang, M Wang, Y Jia, TQS Quek
arXiv preprint arXiv:2206.05710, 2022arxiv.org
This work studies the average age of information (AoI) of a monitoring system in which two
sensors are sensing the same physical process and update status to a common monitor
using their dedicated channels. Generally, using redundant devices to update the status of a
process can improve the information timeliness at the monitor, but the disordered arrivals of
updates also make the AoI analysis challenging. To that end, we model the system as two
M/M/1/1 parallel status updating queues. By leveraging tools from stochastic hybrid system …
This work studies the average age of information (AoI) of a monitoring system in which two sensors are sensing the same physical process and update status to a common monitor using their dedicated channels. Generally, using redundant devices to update the status of a process can improve the information timeliness at the monitor, but the disordered arrivals of updates also make the AoI analysis challenging. To that end, we model the system as two M/M/1/1 parallel status updating queues. By leveraging tools from stochastic hybrid system (SHS), we provide a general approach to analyze the average AoI, whereas a closed-form expression can be obtained when the status arrival rates and/or the service rates are the same for the two sensors. Numerical results validate the correctness of the theoretical analysis.
arxiv.org
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