International Journal of Control and Automation
Vol. 11, No. 10 (2018), pp.31-44
http//dx.doi.org/10.14257/ijca.2018.11.10.04
ISSN: 2005-4297 IJCA
Copyright © 2018 SERSC Australia
Student t-test for Scalable Topology for TSCH based IIoT
Networks
*
Seema Kharb
1*
and Anita Singhrova
2
1,2
Computer Science & Engineering Department, DCRUST, Murthal, India
1*
seema016.phd@gmail.com,
2
nidhianita@gmail.com
Abstract
The Industrial Internet of Thing (IIoT) is a logical extension of automation and
connectivity, that has evolved as an integral part of an industrial domain known as machine
to machine communication. The IIoT networks have stringent requirements of traffic
differentiation, reliability, low power consumption, scalability and timeliness for its various
applications. Time Slotted Channel Hopping (TSCH) is the technology that provides ultra-
low power and reliable communication to IIoT networks. Since, IIoT involves large number
of devices, thus scalability of the network is the key concern nowadays. Accordingly, a
scalable topology is to be selected for TSCH based IIoT networks. This work identifies the
major topologies being used in industrial networks. Based on their limitations and key
features, a two-tier topology is proposed for handling traffic differentiation and scalability
in TSCH environment. The simulations for linear, star, mesh and proposed two-tier is
carried out using 6TiSCH simulator. The proposed two-tier showed better results for large
number of connected nodes and transmission cells, i.e., dense networks. The results were
further verified by the method of hypothesis testing.
Keywords: Student’s t-test, 6TiSCH Simulator, transmission cells, number of connected
nodes
1. Introduction
Industrial Internet of Things (IIoT) is a system that connects machines, controllers,
sensors etc., to provide a foundation for smart homes, smart cities, smart manufacturing and
smart factories. These smart factories will incorporate intelligent monitoring in traditional
factories and make them adaptable and efficient. For this purpose, several standards based
on IEEE 802.15.4 like WirelessHart, ISA100.11a, Zigbee etc., have been designed. The
unsuitability of IEEE 802.15.4 for Industrial networks has led to the foundation of IEEE
802.15.4e standard in 2012 [1], with various MAC layer amendments .Time Slotted
Channel Hopping (TSCH) is one of those MAC layer amendments that supports application
domains of process automation, control and equipment monitoring. Moreover, through
multichannel communication and channel hopping it is able to provide low power and
reliable communication. Therefore, it becomes a candidate solution for Industrial Internet
of Things (IIoT).
An efficient IIoT system must be able to meet the stringent requirements of power
consumption, reliability, latency, service differentiation, interoperability, scalability and
efficient selection of network topology [2][5]. Network topology has a significant impact
on various network performance metrics like energy consumption, latency, QoS etc.
Further, network topology plays an important role in designing an efficient scalable
network. The details for some of the existing projects in IWSN and the topologies used in
them has been discussed in Table 1. After the detailed review, it has been observed that
Received (May 6, 2018), Review Result (July 24, 2018), Accepted (August 8, 2018)
*
Corresponding Author