Novel Power Management Scheme and Effects of Constrained On-Node Storage on Performance of MAC Layer for Industrial IoT Networks

M P R S, Kiran and V, Subrahmanyam and P, Rajalakshmi (2018) Novel Power Management Scheme and Effects of Constrained On-Node Storage on Performance of MAC Layer for Industrial IoT Networks. IEEE Transactions on Industrial Informatics, 14 (5). pp. 2146-2158. ISSN 1551-3203

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Abstract

In this paper, we propose a novel IEEE 802.15.4 media access control (MAC) power management scheme that achieves the user specified reliability with minimal power consumption at the node. Also, we develop an accurate mathematical model to analyze the effects of constrained on-node memory for sensed data storage on the MAC layer performance. We use three-dimensional Markov chain and M/G/1/K queue to model the IEEE 802.15.4 MAC and on-node packet queue, respectively. By formulating the precise packet service time, the reliability, packet queue overflow losses, delay, and power consumption of the node are analyzed. When compared with simulations and the real-time test bed, the proposed model achieves an accuracy of 97% and 94%, respectively. Also, the performance analysis shows that the proposed power management scheme provides energy savings of up to 74.82%.

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IITH Creators:	IITH Creators ORCiD P, Rajalakshmi UNSPECIFIED
Item Type:	Article
Uncontrolled Keywords:	3-D Markov chain; IEEE 802.15.4; Internet of Things (IoT); MAC layer; M/G/1/K queue; performance analysis
Subjects:	Electrical Engineering
Depositing User:	Team Library
Date Deposited:	24 May 2018 11:13
Last Modified:	24 May 2018 11:13
URI:	http://raiithold.iith.ac.in/id/eprint/3951
Publisher URL:	http://doi.org/10.1109/TII.2017.2766783
OA policy:	http://www.sherpa.ac.uk/romeo/issn/1551-3203/
Related URLs:	Google Scholar

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