Research Article
A Methodology for Capacity Planning and Performance Evaluation of Wireless Networks Based on Measuring and Bayesian Inference: a Brazilian Amazon Approach
@INPROCEEDINGS{10.1109/CHINACOM.2008.4685279, author={Jasmine Araujo and Josiane Rodrigues and Simone Fraiha and Herminio Gomes and Gervasio Cavalcante and Carlos Frances}, title={A Methodology for Capacity Planning and Performance Evaluation of Wireless Networks Based on Measuring and Bayesian Inference: a Brazilian Amazon Approach}, proceedings={3rd International ICST Workshop on Wireless Community Networks}, publisher={IEEE}, proceedings_a={COMNETS}, year={2008}, month={11}, keywords={Performance evaluation QoS Bayesian networks WLAN design}, doi={10.1109/CHINACOM.2008.4685279} }- Jasmine Araujo
Josiane Rodrigues
Simone Fraiha
Herminio Gomes
Gervasio Cavalcante
Carlos Frances
Year: 2008
A Methodology for Capacity Planning and Performance Evaluation of Wireless Networks Based on Measuring and Bayesian Inference: a Brazilian Amazon Approach
COMNETS
IEEE
DOI: 10.1109/CHINACOM.2008.4685279
Abstract
This paper presents a methodology for capacity planning and performance evaluation based on hybrid approach that considers measuring and Bayesian inference applied to wireless networks, considering QoS parameters. The models take into account a crosslayer vision of networks, correlating aspects of the physical environment, on the signal propagation (power or distance) with aspects of VoIP applications (e.g., jitter and packet loss). A case study is carried out considering indoor environment (research laboratory) and outdoor environment with important characteristics of the Amazon region (e.g., densely arboreous environments).
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