Enhanced emotion enabled cognitive agent-based rear-end collision avoidance controller for autonomous vehicles:

作者: Faisal Riaz , Muaz A Niazi

DOI: 10.1177/0037549717742203

关键词:

摘要: Amongst collisions, rear-end collisions are the deadliest. Several collision avoidance solutions have been proposed recently in literature. A key problem with existing is their dependence on precise mathematical models. However, real world driving influenced by a number of nonlinear factors. These include road surface conditions, driver reaction time, pedestrian flow, and vehicle dynamics. factors involve so many different variations that hard to obtain, if not impossible. This control-based schemes has also previously addressed using fuzzy logic, but excessive rules straightforwardly prejudices efficiency. Furthermore, such logic-based controllers without use an appropriate modeling technique. One technique agent-based modeling. suitable because it allows for mimicking functions arti...

参考文章(34)
Linbo Luo, Suiping Zhou, Wentong Cai, Michael Lees, Malcolm Yoke Hean Low, Kabilen Sornum, HumDPM: a decision process model for modeling human-like behaviors in time-critical and uncertain situations trans. computational science. ,vol. 12, pp. 206- 230 ,(2011) , 10.1007/978-3-642-22336-5_11
Sajjad Samiee, Shahram Azadi, Reza Kazemi, Arno Eichberger, Branko Rogic, Michael Semmer, Performance Evaluation of a Novel Vehicle Collision Avoidance Lane Change Algorithm AMAA 2015. pp. 103- 116 ,(2016) , 10.1007/978-3-319-20855-8_9
M.S. El-Nasr, J. Yen, Agents, emotional intelligence and fuzzy logic north american fuzzy information processing society. pp. 301- 305 ,(1998) , 10.1109/NAFIPS.1998.715594
Vicente Milanés, Joshué Pérez, Jorge Godoy, Enrique Onieva, A fuzzy aid rear-end collision warning/avoidance system Expert Systems With Applications. ,vol. 39, pp. 9097- 9107 ,(2012) , 10.1016/J.ESWA.2012.02.054
Amir Hussain, Muaz Niazi, Toward a Formal, Visual Framework of Emergent Cognitive Development of Scholars Cognitive Computation. ,vol. 6, pp. 113- 124 ,(2014) , 10.1007/S12559-013-9219-Y
D. Shahmirzadi, R. Langari, L.J. Ricalde, E.N. Sanchez, Intelligent vs. sliding mode control in rollover prevention of tractor-semitrailers International Journal of Vehicle Autonomous Systems. ,vol. 4, pp. 68- 87 ,(2006) , 10.1504/IJVAS.2006.009308
Rami Harb, Essam Radwan, Xuedong Yan, Mohamed Abdel-Aty, Light truck vehicles (LTVs) contribution to rear-end collisions Accident Analysis & Prevention. ,vol. 39, pp. 1026- 1036 ,(2007) , 10.1016/J.AAP.2007.01.007
Muaz A. Niazi, Amir Hussain, A Novel Agent-Based Simulation Framework for Sensing in Complex Adaptive Environments IEEE Sensors Journal. ,vol. 11, pp. 404- 412 ,(2011) , 10.1109/JSEN.2010.2068044