Cognitive radio: An integrated agent architecture for software defined radio, Royal Institute of Technology (KTH), 2000. ,
Radio environment map enabled situation-aware cognitive radio learning algorithms, Software Defined Radio Forum (SDRF) technical conference, 2006. ,
Informed spectrum usage in cognitive radio networks: Interference cartography, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications, pp.1-5, 2008. ,
DOI : 10.1109/PIMRC.2008.4699911
Interference cartography for hierarchical dynamic spectrum access, IEEE Conference on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), pp.1-5, 2008. ,
Characterization and modelling of spectrum for dynamic spectrum access with spatial statistics and random fields, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications, pp.1-6, 2008. ,
DOI : 10.1109/PIMRC.2008.4699912
Improving coverage estimation for cellular networks with spatial bayesian prediction based on measurements, Proceedings of the 2012 ACM SIGCOMM workshop on Cellular networks: operations, challenges, and future design, CellNet '12, pp.43-48, 2012. ,
DOI : 10.1145/2342468.2342479
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.366.5844
Automated coverage hole detection for cellular networks using radio environment maps, IEEE Conference on Modeling and Optimization in Mobile, Ad Hoc & Wireless Networks, pp.35-40, 2013. ,
Bayesian spatial interpolation as an emerging cognitive radio application for coverage analysis in cellular networks, Transactions on Emerging Telecommunications Technologies, 2013. ,
DOI : 10.1002/ett.2724
Low complexity spatial interpolation for cellular coverage analysis, 2014 12th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2014. ,
DOI : 10.1109/WIOPT.2014.6850298
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, 2008. ,
DOI : 10.1111/j.1467-9868.2007.00633.x
Wireless communications: principles and practice. prentice hall PTR New Jersey, 1996. ,
Bounding the error of path loss models, 2011 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), pp.71-82, 2011. ,
DOI : 10.1109/DYSPAN.2011.5936271
Shadow fading cross correlation between base stations, IEEE Conference on Vehicular Technology Conference (VTC), pp.313-317, 2001. ,
DOI : 10.1109/vetecs.2001.944855
Statistics for spatial data, 1993. ,
DOI : 10.1002/9781119115151
Estimating wireless network properties with spatial statistics and models, IEEE Conference on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), pp.331-336, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00766387
Practical radio environment mapping with geostatistics, 2012 IEEE International Symposium on Dynamic Spectrum Access Networks, pp.422-433, 2012. ,
DOI : 10.1109/DYSPAN.2012.6478166
Modeling environmental effects on directionality in wireless networks, Mathematical and Computer Modelling, vol.53, issue.11-12, pp.2078-2092, 2011. ,
DOI : 10.1016/j.mcm.2010.05.021
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.139.6218
On the performance of ad hoc networks with beamforming antennas, Proceedings of the 2nd ACM international symposium on Mobile ad hoc networking & computing , MobiHoc '01, pp.95-105, 2001. ,
DOI : 10.1145/501416.501430
Effect of Antenna Directivity on Angular Power Distribution at Mobile Terminal in Urban Macrocells: A Geometric Channel Modeling Approach, IEEE Conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOPT, pp.389-409, 2007. ,
DOI : 10.1007/s11277-006-9230-7
Gaussien Processes for Machine Learning, 2006. ,
On Deriving the Inverse of a Sum of Matrices, SIAM Review, vol.23, issue.1, pp.53-60, 1981. ,
DOI : 10.1137/1023004
Tutorial on Fixed Rank Kriging (FRK) of CO2 data, 2011. ,
Hierarchical statistical modeling of big spatial datasets using the exponential family of distributions, Spatial Statistics, vol.4, pp.14-44, 2013. ,
DOI : 10.1016/j.spasta.2013.02.002
The EM algorithm and extensions, 2007. ,
On the Convergence Properties of the EM Algorithm, The Annals of Statistics, vol.11, issue.1, pp.95-103, 1983. ,
DOI : 10.1214/aos/1176346060
Evolved universal terrestrial radio access (E-UTRA); user equipment (UE) procedures in idle mode, " 3rd Generation Partnership Project, Tech On the feasibility of wireless shadowing correlation models, 2009. ,
Correlation model for shadow fading in mobile radio systems, Electronics Letters, vol.27, issue.23, pp.2145-2146, 1991. ,
DOI : 10.1049/el:19911328
A study of cross-validation and bootstrap for accuracy estimation and model selection, IJCAI, vol.14, issue.2, pp.1137-1145, 1995. ,
A review of spatial interpolation methods for environmental scientists, Geoscience Australia Canberra, vol.137, 2008. ,
Downtilted Base Station Antennas - A Simulation Model Proposal and Impact on HSPA and LTE Performance, 2008 IEEE 68th Vehicular Technology Conference, 2008. ,
DOI : 10.1109/VETECF.2008.49
Spatial Prediction Under Location Uncertainty in Cellular Networks, IEEE Transactions on Wireless Communications, vol.15, issue.11, 2016. ,
DOI : 10.1109/TWC.2016.2605676
URL : https://hal.archives-ouvertes.fr/hal-01419051