TY - GEN
T1 - Exploiting radio measurements in wireless mobile networks with advanced signal processing
AU - Ben Hadj Alaya-Feki, Afef
AU - Moulines, Eric
AU - Villebrun, Emmanuelle
PY - 2007/6/22
Y1 - 2007/6/22
N2 - In this study, we perform advanced signal processing on standardized radio measurements, available in wireless mobile networks. The application of non parametric regression and smoothing methods on radio measurements leads to interesting results, allowing the amelioration of Radio Resource Management (RRM). Thus, we elaborate a dynamic estimator of the attenuation components (pathloss, shadowing and fast fading). We also propose ameliorations in the handover procedure using smoothing splines method. To conclude, integrating advanced radio signal processing in RRM mechanisms is an efficient and easy-to-implement way for a better use of radio resources.
AB - In this study, we perform advanced signal processing on standardized radio measurements, available in wireless mobile networks. The application of non parametric regression and smoothing methods on radio measurements leads to interesting results, allowing the amelioration of Radio Resource Management (RRM). Thus, we elaborate a dynamic estimator of the attenuation components (pathloss, shadowing and fast fading). We also propose ameliorations in the handover procedure using smoothing splines method. To conclude, integrating advanced radio signal processing in RRM mechanisms is an efficient and easy-to-implement way for a better use of radio resources.
U2 - 10.1109/ICWMC.2007.41
DO - 10.1109/ICWMC.2007.41
M3 - Conference contribution
AN - SCOPUS:42749102710
SN - 0769527965
SN - 9780769527963
T3 - Third International Conference on Wireless and Mobile Communications 2007, ICWMC '07
BT - Third International Conference on Wireless and Mobile Communications 2007, ICWMC '07
T2 - Third International Conference on Wireless and Mobile Communications 2007, ICWMC '07
Y2 - 4 March 2007 through 9 March 2007
ER -