Share This Article:

Using Informatics to Manage and Measure Performance of Large Femtocell Networks

Abstract Full-Text HTML XML Download Download as PDF (Size:1962KB) PP. 20-26
DOI: 10.4236/jdaip.2015.32003    4,329 Downloads   4,631 Views   Citations

ABSTRACT

This paper describes the analytics platform and algorithms that are used to manage network performance of large femtocell networks with close to one million femtocells from multiple vendors. The system incorporates parallel processing of the data, rule based artificial intelligence, and large scale automated data analysis and data mining.

Conflicts of Interest

The authors declare no conflicts of interest.

Cite this paper

Weitzen, J. and Wakim, R. (2015) Using Informatics to Manage and Measure Performance of Large Femtocell Networks. Journal of Data Analysis and Information Processing, 3, 20-26. doi: 10.4236/jdaip.2015.32003.

References

[1] Weitzen, J.A. and Grosch, T. (2010) Comparing Coverage Quality for Femtocell and Macrocell Broadband Data Services. IEEE Communications Magazine, 48, 40-44.
http://dx.doi.org/10.1109/MCOM.2010.5394028
[2] Claussen, H. (2007) Performance of Macro- and Co-Channel Femtocells in a Hierarchical Cell Structure. Proceedings of IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications, 2007, (PIMRC 2007), Athens, 3-7 September 2007, 1-5.
http://dx.doi.org/10.1109/pimrc.2007.4394515
[3] Lopez-Perez, D., Vasilakos, A.V. and Claussen, H. (2011) Minimizing Cell Transmit Power: Towards Self-organized Resource Allocation in OFDMA Femtocells. Proceedings of SIGCOM 2011, Toronto, 15-19 August 2011, 410-411.
[4] Chandrasekhar, V., Andrews, J.G. and Gatherer, A. (2009) Femtocell Networks: A Survey. IEEE Communications Magazine, 46, 59-67.
http://dx.doi.org/10.1109/MCOM.2008.4623708
[5] Weitzen, J.A., Anderland, E., Li, M. and Eyhlebu, V. (2013) Large-Scale Deployment of Residential Small Cells. Proceedings of the IEEE, 101, 2367-2380.
http://dx.doi.org/10.1109/jproc.2013.2274325
[6] Weitzen, J., Raghothaman, B. and Srinivas, A. (2010) Managing Coverage and Interference in UMTS Femtocell Deployments in Deploying UMTS and LTE. In: Song, L.Y. and Shen, J., Eds., Evolved Cellular Network Planning and Optimization for UMTS and LTE, CRC Press, Boca Raton.
[7] Weitzen, J.A. and Wakim, R. (2013) Managing and Measuring Performance of Large Femtocell Networks. Proceedings of 2013 IEEE International Conference on Microwaves, Communications, Antennas and Electronics Systems (COMCAS), Tel Aviv, 21-23 October 2013, 1-4.

  
comments powered by Disqus

Copyright © 2018 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.