Numerous studies have analyzed the performances of routing protocols in mobile Ad-hoc networks (MANETs); most of these studies vary at most one or two parameters in experiments and do not study the interactions among these parameters. Furthermore, efficient mathematical modeling of the performances has not been investigated; such models can be useful for performance analysis, optimization, and prediction. This study aims to show the effectiveness of the response surface methodology (RSM) on the performance analysis of routing protocols in MANETs and establish a relationship between the influential parameters and these performances through mathematical modeling. Given that routing performances usually do not follow a linear pattern according to the parameters; mathematical models of factorial designs are not suitable for establishing a valid and reliable relationship between performances and parameters. Therefore, a Box–Behnken design, which is an RSM technique and provides quadratic mathematical models, is used in this study to establish a relationship. The obtained models are statistically analyzed; the models show that the studied performances accurately follow a quadratic evolution. These models provide invaluable information and can be useful in analyzing, optimizing, and predicting performances for mobile Ad-hoc routing protocols.
الكلمات المفتاحية :
Response surface methodology
Performance analysis
And modeling
Routing protocols
Mobile ad-hoc networks
Design of experiments
M. S. Daas and S. Chikhi. 2018. Response Surface Methodology for Performance Analysis and Modeling of MANET Routing Protocols. International Journal of Computer Networks & Communications (IJCNC), 10, 1 (January 2018), 45-61. DOI: https://doi.org/10.5121/ijcnc.2018.10104.
APA :
Daas, M. S. & Chikhi, S. (2018, January). Response Surface Methodology for Performance Analysis and Modeling of MANET Routing Protocols. International Journal of Computer Networks & Communications (IJCNC), 10(1), 45-61. DOI: https://doi.org/10.5121/ijcnc.2018.10104
IEEE :
M. S. Daas and S. Chikhi, "Response Surface Methodology for Performance Analysis and Modeling of MANET Routing Protocols". International Journal of Computer Networks & Communications (IJCNC), vol. 10, no. 1, pp. 45-61, January, 2018. DOI: https://doi.org/10.5121/ijcnc.2018.10104.
BibTeX :
@article{misc-lab-214, author = {Daas, Mohamed Skander and Chikhi, Salim}, title = {Response Surface Methodology for Performance Analysis and Modeling of MANET Routing Protocols}, journal = {International Journal of Computer Networks & Communications (IJCNC)}, volume = {10}, number = {1}, issn = {0975-2293}, pages = {45--61}, year = {2018}, month = {January}, doi = {10.5121/ijcnc.2018.10104}, url = {http://aircconline.com/ijcnc/V10N1/10118cnc04.pdf}, keywords = {Response surface methodology, performance analysis, and modeling, routing protocols, mobile ad-hoc networks, design of experiments} }
RIS :
TI - Response Surface Methodology for Performance Analysis and Modeling of MANET Routing Protocols AU - M. S. Daas AU - S. Chikhi PY - 2018 SN - 0975-2293 JO - International Journal of Computer Networks & Communications (IJCNC) VL - 10 IS - 1 SP - 45 EP - 61 AB - Numerous studies have analyzed the performances of routing protocols in mobile Ad-hoc networks (MANETs); most of these studies vary at most one or two parameters in experiments and do not study the interactions among these parameters. Furthermore, efficient mathematical modeling of the performances has not been investigated; such models can be useful for performance analysis, optimization, and prediction. This study aims to show the effectiveness of the response surface methodology (RSM) on the performance analysis of routing protocols in MANETs and establish a relationship between the influential parameters and these performances through mathematical modeling. Given that routing performances usually do not follow a linear pattern according to the parameters; mathematical models of factorial designs are not suitable for establishing a valid and reliable relationship between performances and parameters. Therefore, a Box–Behnken design, which is an RSM technique and provides quadratic mathematical models, is used in this study to establish a relationship. The obtained models are statistically analyzed; the models show that the studied performances accurately follow a quadratic evolution. These models provide invaluable information and can be useful in analyzing, optimizing, and predicting performances for mobile Ad-hoc routing protocols. KW - Response surface methodology KW - performance analysis KW - and modeling KW - routing protocols KW - mobile ad-hoc networks KW - design of experiments DO - 10.5121/ijcnc.2018.10104 UR - http://aircconline.com/ijcnc/V10N1/10118cnc04.pdf ID - misc-lab-214 ER -