On Optimal Scheduling in Duty-Cycled Industrial IoT Applications Using IEEE802.15.4e TSCH

被引:181
作者
Palattella, Maria Rita [1 ]
Accettura, Nicola [2 ]
Grieco, Luigi Alfredo [2 ]
Boggia, Gennaro [2 ]
Dohler, Mischa [3 ]
Engel, Thomas [1 ]
机构
[1] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, L-2721 Luxembourg, Luxembourg
[2] Politecn Bari, Dip Elettrotecnicaed Elettron, I-7015 Bari, Italy
[3] Kings Coll London, London WC2R 2LS, England
关键词
IoT architecture; IoT standardization; WSN; sensor communication protocol; IEEE802.15.4e; energy efficiency; time synchronized channel hopping; duty cycle;
D O I
10.1109/JSEN.2013.2266417
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As exposed in a recent report by General Electric, an industrial Internet of Things (IoT) is emerging as a commercially viable embodiment of the IoT where physical sensors gather data readings from the field and deliver the traffic to the Internet. The collected real-time big data, in turn, allow the optimizing of entire industry verticals with enormous return of investments. Although opportunities are ample, it comes along with serious engineering design challenges as industrial applications have stringent requirements on delay, lifetime and standards-compliance. To this end, we advocate the use of an IEEE/IETF standardized IoT architecture along with a recently introduced data-centric scheduling algorithm known as traffic aware scheduling algorithm (TASA). Applying graph theoretical tools to the multi-channel, time-synchronized, and duty-cycled nature of TASA, we rigorously derive optimality and bounds on the minimum number of needed active slots (impacting end-to-end delays) and the network duty-cycle (impacting lifetime). We demonstrate the enormous superiority of TASA over traditional IEEE802.15.4/ZigBee approaches in terms of energy efficiency. The outcome of this paper is currently to lay foundations of the recently formed IETF standardization group 6TSCH with the aim to significantly improve IoT data flows over IEEE802.15.4e TSCH and IETF 6LoWPAN/ROLL enabled technologies.
引用
收藏
页码:3655 / 3666
页数:12
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