N. Cressie, STATISTICS FOR SPATIAL DATA, Terra Nova, vol.4, issue.5, pp.613-617, 1992.
DOI : 10.1111/j.1365-3121.1992.tb00605.x

J. Riihijärvi and P. Mähönen, Estimating wireless network properties with spatial statistics and models, Proc. IEEE Conf. Model. Optim. Mobile, Ad Hoc Wireless Netw. (WiOpt), pp.331-336, 2012.

D. Ioannis, Flexible and spectrum aware radio access through measurements and modelling in cognitive radio systems, Eur. FP7 Project FARAMIR, p.73, 2011.

A. Galindo-serrano, B. Sayrac, S. B. Jemaa, J. Riihijärvi, and P. Mähönen, Automated coverage hole detection for cellular networks using radio environment maps, Proc. IEEE Conf. Model. Optim. Mobile, Ad Hoc Wireless Netw. (WiOpt), pp.35-40, 2013.

A. Galindo-serrano, B. Sayrac, S. B. Jemaa, J. Riihijärvi, and P. Mähönen, Harvesting mdt data: Radio environment maps for coverage analysis in cellular networks, Proc. 8th Int. Conf. Cognit. Radio Oriented Wireless Netw. (CROWNCOM), pp.37-42, 2013.
DOI : 10.4108/icst.crowncom.2013.252055

N. Cressie and G. Johannesson, Fixed rank kriging for very large spatial data sets, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.100, issue.1, pp.209-226, 2007.
DOI : 10.1111/j.1467-9868.2007.00633.x

H. Braham, S. B. Jemaa, B. Sayrac, G. Fort, and E. Moulines, Low complexity spatial interpolation for cellular coverage analysis, 2014 12th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), pp.188-195, 2014.
DOI : 10.1109/WIOPT.2014.6850298

H. Braham, S. B. Jemaa, B. Sayrac, G. Fort, and E. Moulines, Coverage mapping using spatial interpolation with field measurements, 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC), pp.1743-1747, 2014.
DOI : 10.1109/PIMRC.2014.7136450

W. Paper, An Overview of LTE Positioning, accessed on 2014, 2012.

A. Palaios, S. Jagadeesan, N. Perpinias, J. Riihijärvi, and P. Mähönen, Studying and mitigating the impact of GPS localization error on radio environment map construction, 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC), pp.258-263, 2014.
DOI : 10.1109/PIMRC.2014.7136171

P. Santos, T. Abrudan, A. Aguiar, and J. Barros, Impact of position errors on path loss model estimation for device-to-device channels, IEEE Trans. Wireless Commun, vol.13, issue.5, pp.2353-2361, 2014.

M. Jadaliha, Y. Xu, J. Choi, N. S. Johnson, and W. Li, Gaussian Process Regression for Sensor Networks Under Localization Uncertainty, IEEE Transactions on Signal Processing, vol.61, issue.2, pp.223-237, 2013.
DOI : 10.1109/TSP.2012.2223695

N. Cressie and J. Kornak, Spatial Statistics in the Presence of Location Error with an Application to Remote Sensing of the Environment, Statistical Science, vol.18, issue.4, pp.436-456, 2003.
DOI : 10.1214/ss/1081443228

B. Delyon, M. Lavielle, and E. Moulines, Convergence of a stochastic approximation version of the EM algorithm, Ann. Statist, vol.27, issue.1, pp.94-128, 1999.

S. Muppirisetty, T. Svensson, and H. Wymeersch, Spatial Wireless Channel Prediction under Location Uncertainty, IEEE Transactions on Wireless Communications, vol.15, issue.2, pp.1031-1044, 2016.
DOI : 10.1109/TWC.2015.2481879
URL : http://arxiv.org/abs/1501.03654

G. Mclachlan and K. Thriyambakam, The EM Algorithm and Extensions, 2007.

G. Fort and E. Moulines, Convergence of the Monte Carlo expectation maximization for curved exponential families, Ann. Statist, vol.31, issue.4, pp.1220-1259, 2003.

C. Robert and G. Casella, Monte Carlo Statistical Methods, Asset Tool, accessed on Jul, vol.21, issue.9, 2013.

H. Braham, S. B. Jemaa, G. Fort, E. Moulines, and B. Sayrac, Fixed Rank Kriging for Cellular Coverage Analysis, IEEE Transactions on Vehicular Technology, 2015.
DOI : 10.1109/TVT.2016.2599842
URL : https://hal.archives-ouvertes.fr/hal-01418961

R. Kohavi, A study of cross-validation and bootstrap for accuracy estimation and model selection, Proc. IJCAI, pp.1137-1145, 1995.