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 the DRX parameters. In this paper, we characterize the DRX process departing from a semi-Markov chain modeling and 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, while 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 as a precedent to a low-power mode. Traditionally, the IT is restarted whenever new data is received, 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 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 our proposal's suitability for reducing the devices' energy consumption without significantly compromising the communication latency. Specifically, energy saving gains up to 30% can be obtained regardless of the arrivals rate and delay constraints.

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Publication Details

Journal
IEEE Transactions on Industrial Informatics
Published
2024-09-23
DOI
https://doi.org/10.1109/tii.2024.3455010
Citations
3
Primary Topic
Power Line Communications and Noise
Type
article
Field-Weighted Citation Impact
0.63
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article

Discontinuous Reception With Adjustable Inactivity Timer for IIoT

David E. Ruíz‐Guirola, Samuel Montejo‐Sánchez, Carlos Alberto Rodríguez López, Onel L. Alcaraz López et al.
3 citations
IEEE Transactions on Industrial Informatics
Power Line Communications and Noise
0.63
article

Discontinuous Reception With Adjustable Inactivity Timer for IIoT

David E. Ruíz‐Guirola, Samuel Montejo‐Sánchez, Carlos Alberto Rodríguez López, Onel L. Alcaraz López, Matti Latva‐aho, Vitalio Alfonso Reguera
article en
3 citations

Abstract

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 and 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, while 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 as a precedent to a low-power mode. Traditionally, the IT is restarted whenever new data is received, 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 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 our proposal's suitability for reducing the devices' energy consumption without significantly compromising the communication latency. Specifically, energy saving gains up to 30% can be obtained regardless of the arrivals rate and delay constraints.

IEEE Transactions on Industrial InformaticsVol. 21(1)
Universidad Central "Marta Abreu" de las Villas (UCLV) (CU), University of Oulu (FI)
Openalex Percentile: Top 31%
Power Line Communications and Noise
0.63
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