Design and development of portable fuzzy logic based traffic optimizer
Traffic jam has become a common scene nowadays, due to the rapid increase of road users in the past few years. To solve this problem, the design of traffic control is required. Traffic control parameter can be determined from the traffic flow behavior of the traffic intersection. Currently, most of...
| Main Authors: | , , , , |
|---|---|
| Format: | Proceedings |
| Language: | English English |
| Published: |
Institute of Electrical and Electronics Engineers
2014
|
| Subjects: | |
| Online Access: | https://eprints.ums.edu.my/id/eprint/31894/1/Design%20and%20development%20of%20portable%20fuzzy%20logic%20based%20traffic%20optimizer.ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/31894/2/Design%20and%20development%20of%20portable%20fuzzy%20logic%20based%20traffic%20optimizer.pdf |
| _version_ | 1796911121102274560 |
|---|---|
| author | Teo, Kenneth Tze Kin Yeo, Kiam Beng Tan, Shee Eng Siew, Zhan Wei Lim, Kit Guan |
| author_facet | Teo, Kenneth Tze Kin Yeo, Kiam Beng Tan, Shee Eng Siew, Zhan Wei Lim, Kit Guan |
| author_sort | Teo, Kenneth Tze Kin |
| collection | UMS |
| description | Traffic jam has become a common scene nowadays, due to the rapid increase of road users in the past few years. To solve this problem, the design of traffic control is required. Traffic control parameter can be determined from the traffic flow behavior of the traffic intersection. Currently, most of the traffic control system in Malaysia is using Webster Model, which its green time duration is predetermined by collecting the data from the traffic intersection. Most of the waiting time at the intersection is wasted due to the constant green time duration. The aim of this paper is to optimize the average waiting time of a traffic intersection via a developed Fuzzy Logic traffic control system. Traffic light simulator hardware is built to deal with the difficulties of working in a real environment and to investigate the performance of the traffic control system. Conventional traffic control system, Webster Model and the Fuzzy Logic controller will be applied into the traffic signal simulator in order to investigate their performance. |
| first_indexed | 2024-03-06T03:14:07Z |
| format | Proceedings |
| id | ums.eprints-31894 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-03-06T03:14:07Z |
| publishDate | 2014 |
| publisher | Institute of Electrical and Electronics Engineers |
| record_format | dspace |
| spelling | ums.eprints-318942022-03-18T01:58:00Z https://eprints.ums.edu.my/id/eprint/31894/ Design and development of portable fuzzy logic based traffic optimizer Teo, Kenneth Tze Kin Yeo, Kiam Beng Tan, Shee Eng Siew, Zhan Wei Lim, Kit Guan QA1-43 General Traffic jam has become a common scene nowadays, due to the rapid increase of road users in the past few years. To solve this problem, the design of traffic control is required. Traffic control parameter can be determined from the traffic flow behavior of the traffic intersection. Currently, most of the traffic control system in Malaysia is using Webster Model, which its green time duration is predetermined by collecting the data from the traffic intersection. Most of the waiting time at the intersection is wasted due to the constant green time duration. The aim of this paper is to optimize the average waiting time of a traffic intersection via a developed Fuzzy Logic traffic control system. Traffic light simulator hardware is built to deal with the difficulties of working in a real environment and to investigate the performance of the traffic control system. Conventional traffic control system, Webster Model and the Fuzzy Logic controller will be applied into the traffic signal simulator in order to investigate their performance. Institute of Electrical and Electronics Engineers 2014-03-31 Proceedings PeerReviewed text en https://eprints.ums.edu.my/id/eprint/31894/1/Design%20and%20development%20of%20portable%20fuzzy%20logic%20based%20traffic%20optimizer.ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/31894/2/Design%20and%20development%20of%20portable%20fuzzy%20logic%20based%20traffic%20optimizer.pdf Teo, Kenneth Tze Kin and Yeo, Kiam Beng and Tan, Shee Eng and Siew, Zhan Wei and Lim, Kit Guan (2014) Design and development of portable fuzzy logic based traffic optimizer. https://ieeexplore.ieee.org/document/6780856 10.1109/ICCE-China.2013.6780856 |
| spellingShingle | QA1-43 General Teo, Kenneth Tze Kin Yeo, Kiam Beng Tan, Shee Eng Siew, Zhan Wei Lim, Kit Guan Design and development of portable fuzzy logic based traffic optimizer |
| title | Design and development of portable fuzzy logic based traffic optimizer |
| title_full | Design and development of portable fuzzy logic based traffic optimizer |
| title_fullStr | Design and development of portable fuzzy logic based traffic optimizer |
| title_full_unstemmed | Design and development of portable fuzzy logic based traffic optimizer |
| title_short | Design and development of portable fuzzy logic based traffic optimizer |
| title_sort | design and development of portable fuzzy logic based traffic optimizer |
| topic | QA1-43 General |
| url | https://eprints.ums.edu.my/id/eprint/31894/1/Design%20and%20development%20of%20portable%20fuzzy%20logic%20based%20traffic%20optimizer.ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/31894/2/Design%20and%20development%20of%20portable%20fuzzy%20logic%20based%20traffic%20optimizer.pdf |
| work_keys_str_mv | AT teokennethtzekin designanddevelopmentofportablefuzzylogicbasedtrafficoptimizer AT yeokiambeng designanddevelopmentofportablefuzzylogicbasedtrafficoptimizer AT tansheeeng designanddevelopmentofportablefuzzylogicbasedtrafficoptimizer AT siewzhanwei designanddevelopmentofportablefuzzylogicbasedtrafficoptimizer AT limkitguan designanddevelopmentofportablefuzzylogicbasedtrafficoptimizer |