Title :
Mask Based Mobility Model A new mobility model with smooth trajectories
Author :
Joumaa, C. ; Caminada, A. ; Lamrous, S.
Author_Institution :
SET Lab., Belfort
Abstract :
This paper presents a new mobility model: the mask based mobility model (MBMM). This model is based on ad hoc mobility studies and uses Markov chains to choose direction when simulating human displacement. The proposed model simulates real human displacement taking into account some information like terrain characteristic and urban infrastructure. After a brief overview of existing mobility models, the main features of MBMM are exposed: direction, path correction and attraction power, showing major advantages of the proposed model compared to already published works. Then simulation results for model validation purpose have shown a high degree of realism for individual motion.
Keywords :
Markov processes; mobile radio; Markov chains; ad hoc mobility; human displacement; mask based mobility model; terrain characteristics; urban infrastructures; Acceleration; Gaussian distribution; Humans; Laboratories; Mobile ad hoc networks; Motion analysis; Pattern analysis; Telecommunication traffic; Testing; Wireless networks; Displacement Mask; Mobility Models; Motion pattern;
Conference_Titel :
Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks and Workshops, 2007. WiOpt 2007. 5th International Symposium on
Conference_Location :
Limassol
Print_ISBN :
978-1-4244-0960-0
Electronic_ISBN :
978-1-4244-0961-7
DOI :
10.1109/WIOPT.2007.4480072