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RAST: : Rapid and energy-efficient network formation in TSCH-based Industrial Internet of Things

Published: 01 February 2022 Publication History

Abstract

The Time Slotted Channel Hopping (TSCH) mode of the IEEE 802.15.4 standard is expected to revolutionize the Industrial Internet of Things. Indeed, it can achieve high reliability and deterministic latency with a very low duty cycle. Nevertheless, forming a TSCH network with the standard approach might not be as efficient, constituting, thus, one of the TSCH’s major issues. Such a network formation process relies on nodes passively scanning for advertised Enhanced Beacon (EB) frames to join the network. Doing so, a node wishing to join a TSCH network may stay awake randomly scanning for EBs for a considerable period of time, leading to a lengthy formation process with excessive energy consumption. To deal with these issues, this paper presents a practical and effective Radio duty-cycled, Active-Scan based network formation process for TSCH networks (RAST). Our proposal leans on active-scan procedures combined with radio duty cycling mechanisms to shorten joining delays and reduce energy consumption. Obtained results from extensive and realistic simulations show that our solution is efficient and outperforms state-of-the-art solutions, regarding the association time and energy consumption by up to two orders of magnitude.

References

[1]
Watteyne T., Handziski V., Vilajosana X., Duquennoy S., Hahm O., Baccelli E., Wolisz A., Industrial wireless IP-based cyber–physical systems, Proc. IEEE 104 (5) (2016) 1025–1038.
[2]
Bormann C., Ersue M., Keranen A., Terminology for Constrained-Node Networks, Internet Engineering Task Force (IETF), Fremont, CA, USA, 2014, 2070–1721.
[3]
Chen B., Wan J., Shu L., Li P., Mukherjee M., Yin B., Smart factory of industry 4.0: key technologies, application case, and challenges, IEEE Access 6 (2018) 6505–6519.
[4]
Ieee Standard for Low-Rate Wireless Networks, IEEE Std 802.15.4-2015 (Revision of IEEE Std 802.15.4-2011), 2016, pp. 1–709.
[5]
Duquennoy S., Elsts A., Al Nahas B., TSCH And 6TiSCH for contiki: Challenges, design and evaluation, in: 2017 13th International Conference on Distributed Computing in Sensor Systems (DCOSS), IEEE, 2017, pp. 11–18.
[6]
T. Watteyne, M. Palattella, L. Grieco, Using IEEE 802.15.4e Time-Slotted Channel Hopping (TSCH) in the Internet of Things (IoT): Problem Statement, RFC7554, 2015.
[7]
Palattella M.R., Accettura N., Vilajosana X., Watteyne T., Grieco L.A., Boggia G., Standardized protocol stack for the internet of things, IEEE Commun. Surv. Tutor. 15 (3) (2013) 1389–1406.
[8]
X. Vilajosana, K. Pister, T. Watteyne, Minimal IPv6 over the TSCH Mode of IEEE 802.15.4e (6TiSCH) Configuration, RFC8180, 2017.
[9]
Vera-Pérez J., Todolí-Ferrandis D., Santonja-Climent S., Silvestre-Blanes J., Sempere-Payá V., A joining procedure and synchronization for TSCH-RPL wireless sensor networks, Sensors 18 (10) (2018) 3556.
[10]
De Guglielmo D., Seghetti A., Anastasi G., Conti M., A performance analysis of the network formation process in IEEE 802.15. 4e TSCH wireless sensor/actuator networks, in: 2014 IEEE Symposium on Computers and Communications (ISCC), IEEE, 2014, pp. 1–6.
[11]
Wang L., Reinhardt A., A simulative study of network association delays in IEEE 802.15. 4e TSCH networks, in: 2017 IEEE 18th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), IEEE, 2017, pp. 1–3.
[12]
Duy T.P., Kim Y., An efficient joining scheme in IEEE 802.15. 4e, in: 2015 International Conference on Information and Communication Technology Convergence (ICTC), IEEE, 2015, pp. 226–229.
[13]
Duy T.P., Dinh T., Kim Y., A rapid joining scheme based on fuzzy logic for highly dynamic IEEE 802.15. 4e time-slotted channel hopping networks, Int. J. Distrib. Sens. Netw. 12 (8) (2016).
[14]
Vogli E., Ribezzo G., Grieco L.A., Fast join and synchronization schema in the IEEE 802.15. 4e MAC, in: 2015 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), IEEE, 2015, pp. 85–90.
[15]
Vogli E., Ribezzo G., Grieco L.A., Boggia G., Fast network joining algorithms in industrial IEEE 802.15, 4 deployments, Ad Hoc Netw. 69 (2018) 65–75.
[16]
De Guglielmo D., Brienza S., Anastasi G., A model-based beacon scheduling algorithm for IEEE 802.15. 4e TSCH networks, in: 2016 IEEE 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), IEEE, 2016, pp. 1–9.
[17]
Khoufi I., Minet P., Livolant E., Rmili B., Building an IEEE 802.15. 4e TSCH network, in: 2016 IEEE 35th International Performance Computing and Communications Conference (IPCCC), IEEE, 2016, pp. 1–2.
[18]
Khoufi I., Minet P., Rmili B., Beacon advertising in an ieee 802.15, 4e tsch network for space launch vehicles, Acta Astronaut. 158 (2019) 76–88.
[19]
Khoufi I., Minet P., An enhanced deterministic beacon advertising algorithm for building tsch networks, Ann. Telecommun. 73 (11–12) (2018) 745–757.
[20]
Fanucchi D., Staehle B., Knorr R., Network formation for industrial IoT: Evaluation, limits and recommendations, in: 2018 IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA), Vol. 1, IEEE, 2018, pp. 227–234.
[21]
Kim J.-Y., Chung S.-H., Ha Y.-V., A fast joining scheme based on channel quality for IEEE802. 15.4 e TSCH in severe interference environment, in: 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN), IEEE, 2017, pp. 427–432.
[22]
Karalis A., ATP: A Fast joining technique for IEEE802. 15. 4-TSCH networks, in: 2018 IEEE 19th International Symposium on a World of Wireless, Mobile and Multimedia Networks(WoWMoM), IEEE, 2018, pp. 588–599.
[23]
Karalis A., Zorbas D., Douligeris C., Collision-free broadcast methods for IEEE 802.15. 4-TSCH networks formation, in: Proceedings of the 21st ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, ACM, 2018, pp. 91–98.
[24]
Vera-Pérez J., Todolí-Ferrandis D., Silvestre-Blanes J., Sempere-Payá V., Bell-x, an opportunistic time synchronization mechanism for scheduled wireless sensor networks, Sensors 19 (19) (2019) 4128.
[25]
Algora C.M.G., Reguera V.A., Fernández E.M.G., Steenhaut K., Parallel rendezvous-based association for IEEE 802.15, 4 TSCH networks, IEEE Sens. J. 18 (21) (2018) 9005–9020.
[26]
Vallati C., Brienza S., Anastasi G., Das S.K., Improving network formation in 6TiSCH networks, IEEE Trans. Mob. Comput. 18 (1) (2019) 98–110.
[27]
Duquennoy S., Al Nahas B., Landsiedel O., Watteyne T., Orchestra: Robust mesh networks through autonomously scheduled TSCH, in: Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, ACM, 2015, pp. 337–350.
[28]
Kalita A., Khatua M., Channel condition based dynamic beacon interval for faster formation of 6tisch network, IEEE Trans. Mob. Comput. PP (2020) 1.
[29]
A. Kalita, M. Khatua, Opportunistic priority alternation scheme for faster formation of 6tisch network, in: Proceedings of the 21st International Conference on Distributed Computing and Networking, 01 2020, pp. 1–5.
[30]
Bae B.-H., Chung S.-H., Fast synchronization scheme using 2-way parallel rendezvous in ieee 802.15. 4 tsch, Sensors 20 (5) (2020) 1303.
[31]
Mohamadi M., Djamaa B., Senouci M.R., Mellouk A., Fan: Fast and active network formation in ieee 802.15, 4 tsch networks, J. Netw. Comput. Appl. 183 (2021).
[32]
Polastre J., Hill J., Culler D., Versatile low power media access for wireless sensor networks, in: Proceedings of the 2nd International Conference on Embedded Networked Sensor Systems, ACM, 2004, pp. 95–107.
[33]
Dunkels A., The contikimac radio duty cycling protocol, 2011.
[34]
Dujovne D., Watteyne T., Vilajosana X., Thubert P., 6TiSCH: Deterministic IP-enabled industrial internet of things, IEEE Commun. Mag. 52 (12) (2014) 36–41.
[35]
Dunkels A., Eriksson J., Finne N., Tsiftes N., Powertrace: Network-Level Power Profiling for Low-Power Wireless Networks, Swedish Institute of Computer Science, Kista, Sweden, 2011.

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            cover image Computer Communications
            Computer Communications  Volume 183, Issue C
            Feb 2022
            182 pages

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            Elsevier Science Publishers B. V.

            Netherlands

            Publication History

            Published: 01 February 2022

            Author Tags

            1. IEEE 802.15.4
            2. IIoT
            3. TSCH
            4. Constrained devices
            5. LLNs
            6. RDC
            7. Network formation
            8. Active/passive scan

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