Version 1
: Received: 16 November 2022 / Approved: 18 November 2022 / Online: 18 November 2022 (03:00:56 CET)
How to cite:
Ochoa-Aldeán, J.; Silva-Cárdenas, C. A New Linear Model for the Calculation of Routing Metrics in 802.11s using NS3 and RStudio. Preprints2022, 2022110346. https://doi.org/10.20944/preprints202211.0346.v1
Ochoa-Aldeán, J.; Silva-Cárdenas, C. A New Linear Model for the Calculation of Routing Metrics in 802.11s using NS3 and RStudio. Preprints 2022, 2022110346. https://doi.org/10.20944/preprints202211.0346.v1
Ochoa-Aldeán, J.; Silva-Cárdenas, C. A New Linear Model for the Calculation of Routing Metrics in 802.11s using NS3 and RStudio. Preprints2022, 2022110346. https://doi.org/10.20944/preprints202211.0346.v1
APA Style
Ochoa-Aldeán, J., & Silva-Cárdenas, C. (2022). A New Linear Model for the Calculation of Routing Metrics in 802.11s using NS3 and RStudio. Preprints. https://doi.org/10.20944/preprints202211.0346.v1
Chicago/Turabian Style
Ochoa-Aldeán, J. and Carlos Silva-Cárdenas. 2022 "A New Linear Model for the Calculation of Routing Metrics in 802.11s using NS3 and RStudio" Preprints. https://doi.org/10.20944/preprints202211.0346.v1
Abstract
Wireless Mesh Networks (WMN) are a solution with a reasonable cost/benefit ratio when provid-ing broadband internet access. The concept is being used not only in IEEE networks but also in other wireless networks such as cellular networks (4G/5G) and Low Power Wide Area Network (LPWAN). IEEE 802.11s is the facto standard and is well known for working with WMN. The standard defines Hybrid Wireless Mesh Protocol (HWMP) as a layer 2 routing protocol. The met-ric proposed by the protocol is Air Time Link (ALM), and the IEEE 802.11 standard proposes an equation for its calculation. This work proposes a new methodology for the calculation of ALM which has been developed in the following way: through several scripts, which simulate various WMN scenarios in NS-3, collect information in several databases, and then take the data to RStu-dio, where different statistical tests are developed, such as linear models (LM), generalized linear models (GLM), and other statistical tests for both the original and new model proposals. The result is a new methodology for the calculation of metrics, using statistical techniques in the selection and validation of model regressors, presenting an a priori tool to improve the per-formance of the WMS's.
Keywords
WMN; 802.11s; HWMP; ALM; NS3; RStudio; LM; GLM
Subject
Engineering, Electrical and Electronic Engineering
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
