In addition to providing good tracking capability and re- ducing fuel consumption, an Adaptive Cruise Control (ACC) system is required to be very comfortable. Although several appealing ACC poli- cies have been introduced so far, a few of which are currently in use, it is still difficult in general to find an ACC policy that is able to opti- mally combine requirements such as high safety, low fuel consumption and satisfactory comfort level. Additionally, no systematic methods are available for the optimization of a control policy performance. This chap- ter addresses these problems by comparing different ACC policies and developing an optimization method based on a multi-objective Pareto criterion, finalized at designing policies with an all around performance. Furthermore, the designed optimal policy is tested in view of its appli- cation on real vehicles via simulations.
Optimal strategies for adaptive cruise control / Mba, CLEMENT UCHECHUKWU; Novara, Carlo - In: Communications in Computer and Information Science[s.l] : Springer Verlag, 2017. - ISBN 9783319637112. - pp. 227-241 [10.1007/978-3-319-63712-9_13]
Optimal strategies for adaptive cruise control
MBA, CLEMENT UCHECHUKWU;NOVARA, Carlo
2017
Abstract
In addition to providing good tracking capability and re- ducing fuel consumption, an Adaptive Cruise Control (ACC) system is required to be very comfortable. Although several appealing ACC poli- cies have been introduced so far, a few of which are currently in use, it is still difficult in general to find an ACC policy that is able to opti- mally combine requirements such as high safety, low fuel consumption and satisfactory comfort level. Additionally, no systematic methods are available for the optimization of a control policy performance. This chap- ter addresses these problems by comparing different ACC policies and developing an optimization method based on a multi-objective Pareto criterion, finalized at designing policies with an all around performance. Furthermore, the designed optimal policy is tested in view of its appli- cation on real vehicles via simulations.File | Dimensione | Formato | |
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https://hdl.handle.net/11583/2678902