Title :
A distributed hand-over management and pattern prediction algorithm for wireless networks With mobile hosts
Author :
Fazio, Peppino ; Tropea, Mauro ; Marano, Stefano
Author_Institution :
D.E.I.S. Dept., Univ. of Calabria, Rende, Italy
Abstract :
In last years, wireless networking is becoming very popular because it is able to satisfy user requests in terms of Quality of Service (QoS); when mobility is present, perhaps, hand-over issues are relevant when hosts change coverage areas during their active sessions. It is very important to mitigate mobility effects, employing an appropriate bandwidth management policy. In our work, we propose two integrated schemes: the first one is based on Markov theory and is aimed at the prediction of mobile hosts movements (in terms of future cells), while the second one is based on statistical theory and is aimed at the minimization of the wasted bandwidth used for passive reservations. So, the proposed Pattern Prediction and Passive Bandwidth Management Algorithm (3P-BMA) is the result of the integration of the Markov predictor and the statistical bandwidth management scheme. 3P-BMA is completely independent on the considered technology, mobility model and vehicular environment. We do not care if the coverage is made by UMTS or WLAN technologies, if hosts are pedestrians or mobile users, etc. Some campaigns of simulation have been led-out in order to confirm the effectiveness of the proposed idea in terms of prediction accuracy, Call Dropping/Blocking probabilities and system utilization.
Keywords :
Markov processes; mobility management (mobile radio); probability; quality of service; 3P-BMA; Markov predictor; Markov theory; QoS; UMTS; WLAN technology; bandwidth management policy; call dropping-blocking probability; distributed handover management; mobile host movement prediction; mobile hosts; mobility effect mitigation; mobility model; pattern prediction algorithm; pattern prediction and passive bandwidth management algorithm; quality of service; statistical bandwidth management scheme; statistical theory; system utilization; vehicular environment; wireless networks; Bandwidth; Markov processes; Mobile communication; Multiplexing; Prediction algorithms; Predictive models; Training; CBP; CDP; Citymob; Hand-over; Markov; Mobility; Multiplexing; Passive; Pattern; Prediction; Reservation; Resource; Survey; Time;
Conference_Titel :
Wireless Communications and Mobile Computing Conference (IWCMC), 2013 9th International
Conference_Location :
Sardinia
Print_ISBN :
978-1-4673-2479-3
DOI :
10.1109/IWCMC.2013.6583575