Abstract
In order to progress in a highly competitive and complex market, Mobile Network Operators (MNOs) have to be efficient in managing their resources. This is definitely important in what concerns the available network capacity. This work presents a method to improve the longevity of the installed capacity for the MNO’s Base Stations. This was achieved using a Load Balancing algorithm, which takes into account the channel element usage of 3rd Generation (3G) sites, and sets a Received Signal Code Power (RSCP) threshold value for each one. Its evaluation is done by using a Traffic Forecast algorithm, based on a fitting method, in order to obtain an estimate of when the sites’ capacity limit is reached, before and after applying Load Balancing. The utilised input data consists of real traffic statistics, including geo-located indicators. During the course of this research work it was possible to develop a semi-automatic method for network optimisation using geo-located data, thus contributing to the development of research on Self-Organizing Networks. This project was developed in collaboration with a Portuguese telecommunications consulting company, Celfinet, which provided valuable supervision and guidance. Using the proposed method, and considering a year of observation and implementation, savings of about 70% in capacity expansions in the network were achievable.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 20142019 [White Paper]. Technical report, Cisco (2014)
Ericsson Mobility Report [White Paper]. Technical report, Ericsson (2015)
Northcote, B.: TEMS Capacity Manager: Cost-Efficient Mobile Network Dimensioning [White Paper]. Technical report, Ascom (2014)
Ramiro, J., Hamied, K.: Self-Organizing Networks: Self-Planning, Self-Optimization and Self-Healing for GSM, UMTS and LTE, 1st edn. Wiley, Hoboken (2012)
Pedro, T., Vieira, P., Martins, A., Rodrigues, A.J.: An efficient approach for capacity savings using load balancing in dual layer 3G wireless networks. In: International Conference on Wireless Information Networks and Systems - Winsys, Lisbon, Portugal (2016)
Cunha, T., Martins, A., Vieira, P., Rodrigues, A., Silva, N., Varela, L.: Energy savings in 3G using dynamic spectrum access and base station sleep modes. In: URSI Atlantic Radio Science Conference (URSI AT-RASC), Maspalomas, Spain (2015)
Li, R., Zhao, Z., Zhou, X., Palicot, J.: The prediction analysis of cellular radio access network traffic: from entropy theory to networking practice. IEEE Commun. Mag. 52, 234–240 (2014)
Yu, Y., Song, M., Fu, Y., Song, J.: Traffic prediction in 3G mobile networks based on multifractal exploration. Tsinghua Sci. Technol. 18, 398–405 (2013)
Yu, Y., Wang, J., Song, M., Song, J.: Network traffic prediction and result analysis based on seasonal ARIMA and correlation coefficient. In: International Conference on Intelligent System Design and Engineering Application (ISDEA), Changsha, China, pp. 980–983 (2010)
Dawoud, S., Uzun, A., Gondor, S., Kupper, A.: Optimizing the power consumption of mobile networks based on traffic prediction. In: 38th Annual International Computers, Software and Applications Conference, Västerås, Sweden, pp. 279–288 (2014)
Li, J., Fan, C., Yang, D., Gu, J.: UMTS soft handover algorithm with adaptive thresholds for load balancing. In: IEEE 62nd Vehicular Technology Conference, vol. 4, pp. 2508–2512 (2005)
Vieira, P., Varela, N., Fernandes, N., Guedes, N., Varela, L., Ribeiro, N.: A SON enhanced algorithm for observed time differences based geolocation in real 3G networks. In: 16th International Symposium on Wireless Personal Multimedia Communications (WPMC), Atlantic City, USA, pp. 1–5 (2013)
Vieira, P., Silva, N., Fernandes, N., Rodrigues, A., Varela, L.: Improving accuracy for OTD based 3G geolocation in real urban, suburban environments. In: International Symposium on Wireless Personal Multimedia Communications (WPMC), Sydney, Australia, pp. 362–366 (2014)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Pedro, T., Martins, A., Rodrigues, A., Vieira, P. (2017). On the Use of Load Balancing for Saving Capacity in Dual Layer 3G Radio Access Networks. In: Obaidat, M. (eds) E-Business and Telecommunications. ICETE 2016. Communications in Computer and Information Science, vol 764. Springer, Cham. https://doi.org/10.1007/978-3-319-67876-4_20
Download citation
DOI: https://doi.org/10.1007/978-3-319-67876-4_20
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-67875-7
Online ISBN: 978-3-319-67876-4
eBook Packages: Computer ScienceComputer Science (R0)