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A novel methodology of data analytics and modeling to evaluate LTE network performance | IEEE Conference Publication | IEEE Xplore
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A novel methodology of data analytics and modeling to evaluate LTE network performance


Abstract:

Big Data and LTE are two hot topics in their respective field. Is there a synergy effect between the two techniques? Traditionally various simulation based approaches are...Show More

Abstract:

Big Data and LTE are two hot topics in their respective field. Is there a synergy effect between the two techniques? Traditionally various simulation based approaches are developed to study wireless network performance. However simulation has its own limitations. In this paper, the authors develop a methodology of data analytics and modeling to evaluate LTE network performance based upon traffic measurements and service growth trends. The overall model is finally validated and shows high accuracy, robustness, and reliability.
Date of Conference: 09-11 April 2014
Date Added to IEEE Xplore: 16 June 2014
Electronic ISBN:978-1-4799-1297-1
Print ISSN: 1934-5070
Conference Location: Washington, DC, USA

References

References is not available for this document.