Design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections
Thesis: S.M., Massachusetts Institute of Technology, Department of Mechanical Engineering, 2014.
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| Format: | Thesis |
| Language: | eng |
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Massachusetts Institute of Technology
2015
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| Online Access: | http://hdl.handle.net/1721.1/93856 |
| _version_ | 1811085585632198656 |
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| author | Mojtaba, Forghani (Forghani Oozroody) |
| author2 | Domitilla Del Vecchio. |
| author_facet | Domitilla Del Vecchio. Mojtaba, Forghani (Forghani Oozroody) |
| author_sort | Mojtaba, Forghani (Forghani Oozroody) |
| collection | MIT |
| description | Thesis: S.M., Massachusetts Institute of Technology, Department of Mechanical Engineering, 2014. |
| first_indexed | 2024-09-23T13:11:56Z |
| format | Thesis |
| id | mit-1721.1/93856 |
| institution | Massachusetts Institute of Technology |
| language | eng |
| last_indexed | 2024-09-23T13:11:56Z |
| publishDate | 2015 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/938562019-04-12T09:38:58Z Design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections Mojtaba, Forghani (Forghani Oozroody) Domitilla Del Vecchio. Massachusetts Institute of Technology. Department of Mechanical Engineering. Massachusetts Institute of Technology. Department of Mechanical Engineering. Mechanical Engineering. Thesis: S.M., Massachusetts Institute of Technology, Department of Mechanical Engineering, 2014. Cataloged from PDF version of thesis. Includes bibliographical references (pages 55-56). In this thesis, we have designed and implemented a safety control system for collision avoidance near intersections. We have solved the corresponding control problems for a general class of systems that also includes the scenario of the two consecutive vehicles approaching an intersection, which leads to the design of the collision avoidance system. We have gathered the data of behavior of drivers as they approach intersections and have built a stochastic model for that through an optimization problem. The model generates a non-deterministic profile for acceleration of a vehicle which is not equipped with the collision avoidance system and it is used to estimate and predict future stopping profiles of the vehicle in order to take the right control action for avoidance or mitigation of accidents. First we have verified the consistency of the theoretical model with its expected behavior after implementation and then we have implemented the control system on the Prius vehicle in collaboration with TTC (Toyota Technical Center), Ann Arbor, Michigan. by Mojtaba Forghani. S.M. 2015-02-05T18:30:01Z 2015-02-05T18:30:01Z 2014 2014 Thesis http://hdl.handle.net/1721.1/93856 901507516 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 56 pages application/pdf Massachusetts Institute of Technology |
| spellingShingle | Mechanical Engineering. Mojtaba, Forghani (Forghani Oozroody) Design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections |
| title | Design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections |
| title_full | Design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections |
| title_fullStr | Design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections |
| title_full_unstemmed | Design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections |
| title_short | Design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections |
| title_sort | design and implementation of safety control for a class of stochastic order preserving systems with application to collision avoidance near intersections |
| topic | Mechanical Engineering. |
| url | http://hdl.handle.net/1721.1/93856 |
| work_keys_str_mv | AT mojtabaforghaniforghanioozroody designandimplementationofsafetycontrolforaclassofstochasticorderpreservingsystemswithapplicationtocollisionavoidancenearintersections |