Title :
Implementation of shortest remaining processing time based schedulers on a 32 bit serial based processing platform
Author :
Ahmad, Farhan ; Ali, Mohamed ; Mahmud, Sahibzada Ali ; Khan, Gul Muhammad ; Yousaf, Faqir Zarrar
Author_Institution :
Univ. of Eng. & Technol., Peshawar, Pakistan
Abstract :
Vehicle-actuated traffic light controllers react to changes in traffic density throughout the day in order to optimize traffic flow effectively using traffic light control algorithms. Microscopic simulators are typically used to determine the performance of a traffic control scheme/algorithm by studying their effect on the relevant traffic parameters such as average waiting time, average travel time etc. However, the only method for real time evaluation of the control algorithms on physical platforms is to use pseudo-random number generation as input traffic data. In this paper we propose the use of a 32-bit serial based processing platform for the real time evaluation of traffic control schemes that utilizes accurate traffic data generated from a microscopic traffic simulator. This integrated platform can be used to evaluate traffic control algorithms more accurately and realistically since the algorithms are evaluated using traffic simulation data instead of random numbers.
Keywords :
microcontrollers; random number generation; road traffic control; scheduling; microscopic simulators; microscopic traffic simulator; pseudorandom number generation; serial based processing platform; shortest remaining processing time based schedulers; traffic control algorithm; traffic control scheme; traffic density; traffic flow optimization; traffic light control algorithms; traffic parameters; vehicle-actuated traffic light controllers; Data models; Microcontrollers; Real-time systems; Scheduling algorithms; Solid modeling; Traffic control; Vehicles; Intelligent Transportation Systems; Real Time Evaluation; SUMO; Scheduling; Traffic Actuated Signal Control;
Conference_Titel :
Connected Vehicles and Expo (ICCVE), 2013 International Conference on
Conference_Location :
Las Vegas, NV
DOI :
10.1109/ICCVE.2013.6799803