Discontinuous Reception with Adjustable Inactivity Timer for IIoT
Discontinuous reception (DRX) is a key technology for reducing the energy consumption of industrial Internet of Things (IIoT) devices. Specifically, DRX allows the devices to operate in a low-power mode when no data reception is scheduled, and its effectiveness depends on the proper configuration of...
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Zusammenfassung: | Discontinuous reception (DRX) is a key technology for reducing the energy
consumption of industrial Internet of Things (IIoT) devices. Specifically, DRX
allows the devices to operate in a low-power mode when no data reception is
scheduled, and its effectiveness depends on the proper configuration of the DRX
parameters. In this paper, we characterize the DRX process departing from a
semi-Markov chain modeling. We detail two ways to set DRX parameters to
minimize the device power consumption while meeting a mean delay constraint.
The first method exhaustively searches for the optimal configuration. In
contrast, the second method uses a low-complexity metaheuristic to find a
sub-optimal configuration, thus considering ideal and practical DRX
configurations. Notably, within the DRX parameters, the inactivity timer (IT)
is a caution time that specifies how long a device remains active after the
last information exchange. Traditionally, a device implementing DRX will
restart the IT after each data reception as a precedent to a low-power mode.
The usual approach lies in restarting the IT whenever new data is received
during this cautious period, which might sometimes needlessly extend the active
time. Herein, we propose a more efficient method in which the transmit base
station (BS) explicitly indicates restarting the timer through the control
channel only when appropriate. The decision is taken based on the BS's
knowledge about its buffer status. We consider Poisson and bursty traffic
models, which are typical in IIoT setups, and verify the suitability of our
proposal for reducing the energy consumption of the devices without
significantly compromising the communication latency through extensive
numerical simulations. Specifically, energy-saving gains of up to 30% can be
obtained regardless of the arrival rate and delay constraints. |
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DOI: | 10.48550/arxiv.2409.17881 |