Title :
Comparing a real-life WSN platform simple network traffic performance and its simulation model using hypothesis testing
Author :
Perez, Gilbert E. ; Kostanic, I.
Author_Institution :
Gov. Commun. Syst. Div., Harris Corp., Melbourne, FL, USA
Abstract :
A methodology for comparison between simulation outputs and real life measurements is proposed. The methodology is based on hypothesis testing and statistical evaluation of traffic performance indicators. On the basis of theoretical results a software tool for verification of the simulation results is developed. The tool is tested on an example of a ZigBee based wireless network system. The comparison tool demonstrates the need for simulation verification and analyzes examples of good agreements between simulation and measurements allowing for quick exposure of cases where the agreement is not satisfactory.
Keywords :
software tools; statistical analysis; telecommunication traffic; wireless sensor networks; WSN platform simple network traffic hypothesis testing; software tool; statistical evaluation; wireless sensor network; Analytical models; Computational modeling; Data models; IEEE 802.15 Standards; Mathematical model; Wireless sensor networks; Zigbee; Modeling; OPNET Modeler; Simulation; Wireless Sensor Network;
Conference_Titel :
Wireless and Microwave Technology Conference (WAMICON), 2014 IEEE 15th Annual
Conference_Location :
Tampa, FL
DOI :
10.1109/WAMICON.2014.6857734
