A Cross-layer Method for Scheduling and Routing Real-time Traffic Flow in Industrial IoT
DOI:
https://doi.org/10.26636/jtit.2023.3.1362Keywords:
Internet of Things, Industrial IoT, multi sink, TSCH standardAbstract
In the Industrial Internet of Things, a wide variety of sensors are distributed all over the environment to monitor data collection, thereby allowing industrial processes to be monitored more efficiently. One of the fundamental goals of IIoT is to provide the highest level of reliability while simultaneously increasing network lifetime, reducing power consumption, and preventing delays. 6TiSCH is a popular communication standard relied upon in IIoT. The aim of the present study is to propose an inter-layer method that simultaneously considers network scheduling and routing processes based on TSCH and RPL approaches in multi-sink environments. The proposed method is intended to address the limitations of IIoT and meet the requirements of field-specific applications.
Downloads
References
S. Scanzio et al., "Wireless Sensor Networks and TSCH: A Compromise Between Reliability, Power Consumption, and Latency", IEEE Access, vol. 8, pp. 167042-167058, 2020. DOI: https://doi.org/10.1109/ACCESS.2020.3022434
View in Google Scholar
H. Boyes, B. Hallaq, J. Cunningham, and T. Watson, "The Industrial Internet of Things (IIoT): An Analysis Framework", Computers in Industry, vol. 101, pp. 1-12, 2018. DOI: https://doi.org/10.1016/j.compind.2018.04.015
View in Google Scholar
K. Gulati et al., "A Review Paper on Wireless Sensor Network Techniques in Internet of Things (IoT)", Materials Today: Proceedings, vol. 51, no. 1, pp. 161-165, 2022. DOI: https://doi.org/10.1016/j.matpr.2021.05.067
View in Google Scholar
C.-Y. Chong and S. P. Kumar, "Sensor Networks: Evolution, Opportunities, and Challenges", Proceedings of the IEEE, vol. 91, no. 8, pp. 1247-1256, 2003. DOI: https://doi.org/10.1109/JPROC.2003.814918
View in Google Scholar
A. Sari, A. Lekidis, and I. Butun, "Industrial Networks and IIoT: Now and Future Trends", in Industrial IoT, Challenges, Design Principles, Applications, and Security, pp. 3-55, Springer, 2020. DOI: https://doi.org/10.1007/978-3-030-42500-5_1
View in Google Scholar
A. Gezer and S. Okdem, "Improving IEEE 802.15.4 channel access performance for IoT and WSN devices", Computers & Electrical Engineering, vol. 87, art. no. 106745, 2020. DOI: https://doi.org/10.1016/j.compeleceng.2020.106745
View in Google Scholar
D. De Guglielmo, S. Brienza, and G. Anastasi, "IEEE 802.15.4e: A survey", Computer Communications, vol. 88, pp. 1-24, 2016. DOI: https://doi.org/10.1016/j.comcom.2016.05.004
View in Google Scholar
H. Kharrufa, H.A.A. Al-Kashoash, and A.H. Kemp, "RPL-based Routing Protocols in IoT Applications: a Review", IEEE Sensors Journal, vol. 19, no. 15, pp. 5952-5967, 2019. DOI: https://doi.org/10.1109/JSEN.2019.2910881
View in Google Scholar
M.R. Palattella et al., "Standardized Protocol Stack for the Internet of (Important) Things", IEEE Communications Surveys & Tutorials, vol. 15, no. 3, pp. 1389-1406, 2012. DOI: https://doi.org/10.1109/SURV.2012.111412.00158
View in Google Scholar
X. Vilajosana et al., "IETF 6TiSCH: A Tutorial", IEEE Communications Surveys & Tutorials, vol. 22, no. 1, pp. 595-615, 2019. DOI: https://doi.org/10.1109/COMST.2019.2939407
View in Google Scholar
T. Chang et al., "6TiSCH on SC$$M: Running a Synchronized Protocol Stack without Crystals", Sensors, vol. 20, no. 7, art. no. 1912, 2020. DOI: https://doi.org/10.3390/s20071912
View in Google Scholar
A. Bhattacharjya, X. Zhong, J. Wang, and X. Li, "CoAP-Application Layer Connection-less Lightweight Protocol for the Internet of Things (IoT) and CoAP-IPSEC Security with DTLS Supporting CoAP", in: M. Farsi, A. Daneshkhah, A. Hosseinian-Far, H. Jahankhani (Eds.) Digital Twin Technologies and Smart Cities. Internet of Things, pp. 151-175, Springer Cham, 2020. DOI: https://doi.org/10.1007/978-3-030-18732-3_9
View in Google Scholar
M.R. Palattella, N. Accettura, M. Dohler, L.A. Grieco, and G. Boggia, "Traffic Aware Scheduling Algorithm for Reliable Low-power Multi-hop IEEE 802.15. 4e Networks", in 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp. 327-332, 2012. DOI: https://doi.org/10.1109/PIMRC.2012.6362805
View in Google Scholar
Y. Jin, P. Kulkarni, J. Wilcox, and M. Sooriyabandara, "A Centralized Scheduling Algorithm for IEEE 802.15.4e TSCH Based Industrial Low Power Wireless Networks", in 2016 IEEE Wireless Communications and Networking Conference, pp. 1-6, 2016,. DOI: https://doi.org/10.1109/WCNC.2016.7565002
View in Google Scholar
K.-H. Choi and S.-H. Chung, "A New Centralized Link Scheduling for 6TiSCH Wireless Industrial Networks", in Internet of Things, Smart Spaces, and Next Generation Networks and Systems, Springer, 2016, pp. 360-371. DOI: https://doi.org/10.1007/978-3-319-46301-8_30
View in Google Scholar
E.M. Ahrar, M. Nassiri, and F. Theoleyre, "Multipath Aware Scheduling for High Reliability and Fault Tolerance in Low Power Industrial Networks", Journal of Network and Computer Applications, vol. 142, pp. 25-36, 2019. DOI: https://doi.org/10.1016/j.jnca.2019.05.013
View in Google Scholar
A. Sebastian and S. Sivagurunathan, "Multi DODAGs in RPL for Reliable Smart City IoT", Journal of Cyber Security and Mobility, vol. 7, no. 1, pp. 69–86, 2018. DOI: https://doi.org/10.13052/jcsm2245-1439.716
View in Google Scholar
E. Municio et al., "Simulating 6TiSCH Networks", Transactions on Emerging Telecommunications Technologies, vol. 30, no. 3, art. no. e3494, 2019. DOI: https://doi.org/10.1002/ett.3494
View in Google Scholar
T. Chang, M. Vučinić, X.V. Guillén, D. Dujovne, and T. Watteyne, "6TiSCH Minimal Scheduling Function: Performance Evaluation", Internet Technology Letters, vol. 3, no. 4, art. no. e170, 2020. DOI: https://doi.org/10.1002/itl2.170
View in Google Scholar
Downloads
Published
Issue
Section
License
Copyright (c) 2023 Journal of Telecommunications and Information Technology

This work is licensed under a Creative Commons Attribution 4.0 International License.