Title :
Traffic Routing Guidance Algorithm Based on Backpressure with a Trade-Off between User Satisfaction and Traffic Load
Author :
Zhang, Rui ; Li, Zhijun ; Feng, Cheng ; Jiang, Shouxu
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
Abstract :
Traffic routing guidance algorithms which only consider user satisfaction will result in road density unbalance. On the contrary, the route algorithms will not meet user request if they merely focus on the traffic load balance. So it is important to take user satisfaction and traffic load into consideration at the same time. Although a few works focus on this combination, they ignore the difference between the user requests. We propose a traffic dispersion routing algorithm on VANET naming BPR-US which is based on backpressure theory. It tries to satisfy the user demand and also separates the traffic flow. At last, we make simulation experiments to compare BPR-US algorithm and other route guidance algorithms, proving that BPR-US algorithm can have a better effect on both user satisfaction and traffic load.
Keywords :
telecommunication network routing; telecommunication traffic; vehicular ad hoc networks; VANET naming BPR-US algorithm; backpressure theory; road density unbalance; traffic dispersion routing algorithm; traffic load balance; traffic routing guidance algorithm; user satisfaction; Business process re-engineering; Heuristic algorithms; Prediction algorithms; Roads; Routing; Telecommunication traffic; Vehicles;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2012 IEEE
Conference_Location :
Quebec City, QC
Print_ISBN :
978-1-4673-1880-8
Electronic_ISBN :
1090-3038
DOI :
10.1109/VTCFall.2012.6399177