An approach using support vector regression for mobile location in cellular networks

RDA Timoteo, LN Silva, DC Cunha, GDC Cavalcanti - Computer Networks, 2016 - Elsevier
… based services, the investigation of mobile positioning using radiolocalization techniques is
… support vector regression to estimate the position of a mobile terminal in cellular networks. …

Location estimation via support vector regression

Z Wu, C Li, JKY Ng, KRPH Leung - … Transactions on mobile …, 2007 - ieeexplore.ieee.org
… Using support vector regression, we investigate the missing value location estimation problem
by … The proposed support vector regression approach shows promising performances, …

[HTML][HTML] Support vector regression for mobile target localization in indoor environments

SR Jondhale, V Mohan, BB Sharma, J Lloret… - Sensors, 2022 - mdpi.com
… The proposed SVR localization model was trained with a set of 120 input vectors and the
120 corresponding 2-D locations of mobile targets for the considered WSN area in this work. …

A history-based tcp throughput prediction incorporating communication quality features by support vector regression for mobile network

B Wei, W Kawakami, K Kanai… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… throughput prediction mechanism with support vector regression by combining communication
quality information for video streaming transmission in mobile network. We evaluate and …

Support vector regression based indoor location in IEEE 802.11 environments

K Shi, Z Ma, R Zhang, W Hu… - Mobile Information …, 2015 - Wiley Online Library
… positioning method using support vector regression (SVR), … strength (RSS) of the mobile
device is established at the … the position accuracy of mobile devices. Performance evaluation …

[PDF][PDF] A proposal for path loss prediction in urban environments using support vector regression

RDA Timoteo, DC Cunha, GDC Cavalcanti - Proc. Advanced Int. Conf …, 2014 - Citeseer
mobile handsets is the most likely way of achieving digital inclusion [1]. In this context, the
importance of wireless and mobile networks … in a wireless data network, network designers rely …

Support Vector Regression Method for Regional Economic Mid‐and Long‐Term Predictions Based on Wireless Network Communication

L Dong - Wireless Communications and Mobile Computing, 2021 - Wiley Online Library
… the support vector regression method proposed in this paper based on the wireless network
… , compared with the traditional support vector regression method, has better statistical effects…

Mobility Prediction for Dynamic Location Area in Cellular Network Using Super Vector Regression

NB Prajapati, DR Kathiriya - … : Proceedings of ICACIE 2017, Volume 2, 2019 - Springer
… in the cellular network then service-related problems can be resolved. Super Vector
Regression (SVR) method is one of the methods using which mobility prediction of mobile users is …

On the potential of ensemble regression techniques for future mobile network planning

J Moysen, L Giupponi… - 2016 IEEE Symposium …, 2016 - ieeexplore.ieee.org
network planning of complex mobile networks. We compare results from different regression
… of each regression analysis in a reduced space. We showed that: 1) data analysis through …

Environmental field estimation of mobile sensor networks using support vector regression

B Lu, D Gu, H Hu - 2010 IEEE/RSJ International Conference on …, 2010 - ieeexplore.ieee.org
… algorithm for mobile sensor networks to monitor the environment. With this algorithm, multiple
mobile sensor … The mobile sensor nodes are able to self-organise so that the distribution of …