6tisch_traffic_model

This repository contains the related code for the paper Analytical traffic model of 6TiSCH using real-time in-band telemetry.

This repository is not intended for commercial use. Please contact us if you intend to use this repository for commercial applications. If you use this repository for research purposes, please cite our paper, as well as the paper introducing In-band Network telemetry:

BIBTEX

@article{VANLEEMPUT2023100847,
title = {Analytical traffic model of 6TiSCH using real-time in-band telemetry},
journal = {Internet of Things},
volume = {23},
pages = {100847},
year = {2023},
issn = {2542-6605},
doi = {https://doi.org/10.1016/j.iot.2023.100847},
url = {https://www.sciencedirect.com/science/article/pii/S2542660523001701},
author = {Dries {Van Leemput} and Jeroen Hoebeke and Eli {De Poorter}},
}

@article{8882280,
author={Karaagac, Abdulkadir and De Poorter, Eli and Hoebeke, Jeroen},
journal={IEEE Transactions on Network and Service Management}, 
title={In-Band Network Telemetry in Industrial Wireless Sensor Networks}, 
year={2020},
volume={17},
number={1},
pages={517-531},
doi={10.1109/TNSM.2019.2949509}
}

IEEE

[1] D. V. Leemput, J. Hoebeke, E. De Poorter, Analytical traffic model of 6tisch using real-time in-band telemetry,” Internet of Things, vol. 23, p. 100847, 2023, doi: 10.1016/j.iot.2023.100847.

[2] A. Karaagac, E. De Poorter and J. Hoebeke, "In-Band Network Telemetry in Industrial Wireless Sensor Networks," in IEEE Transactions on Network and Service Management, vol. 17, no. 1, pp. 517-531, March 2020, doi: 10.1109/TNSM.2019.2949509.

Traffic predictor tutorial for cooja

Below you can find a short tutorial on how to use the traffic predictor with cooja. This only works with Ubuntu 18.04.

Step 1: Start cooja simulator

Open a new terminal and navigate to tools/cooja/.
Execute ant run, or ant run_bigmem for longer simulations.
Open the examples/6tisch/traffic-predictor/6tisch-full-stack10P2P2.csc simulation.
Compile and create all nodes.

Step 2: Connect to 6LBR via serial socket

Open a new terminal and navigate to examples/rpl-border-router/.
Execute make TARGET=cooja connect-router-cooja >> topology.log to connect to the 6LBR and log its output in topology.log.
Keep the terminal open to continue logging.

Start the traffic predictor

Open new terminal and navigate to examples/rpl-border-router/.
Configure the network and traffic predictor parameters in config.py.
Execute predictor.sh for non-storing mode or predictor_sm.sh for storing mode.
A new prediction will be printed out every second for all nodes, as soon as the predictor has received telemetry from all nodes.