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Adaptive Traffic Signal Control Using Fuzzy Logic Under Mixed Traffic Conditions

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Proceedings of the 5th International Conference on Rehabilitation and Maintenance in Civil Engineering (ICRMCE 2021)

Part of the book series: Lecture Notes in Civil Engineering ((LNCE,volume 225))

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Abstract

The effectiveness of the intersection control performance is very influential on the occurrence of vehicular delays and traffic accidents. One of the systems for controlling vehicle movements at intersection is a traffic signal control. Traffic signal control widely used in Indonesia is Fixed Time Control (FTC). The deficiency of the FTC is that it cannot accommodate high traffic flow fluctuations, which causes excessive vehicle delays. The purpose of this study is to evaluate the Fuzzy Logic Traffic Signal Control (FLTSC) algorithm on the VISSIM simulation model for an isolated four-way intersection with two-stage signal type 42 and compare its performance with the optimized FTC under different traffic conditions. The simulation results showed the performance of the proposed FLTSC is generally better than the optimized FTC, especially in time-varying traffic cases.

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Author information

Authors and Affiliations

  1. Department of Civil Engineering, Sebelas Maret University, Surakarta, Indonesia

    Budi Yulianto

Authors
  1. Budi Yulianto
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Corresponding author

Correspondence to Budi Yulianto .

Editor information

Editors and Affiliations

  1. Department of Civil Engineering, Universitas Sebelas Maret, Surakarta, Indonesia

    Stefanus Adi Kristiawan

  2. College of Engineering, Nihon University, Tokyo, Japan

    Buntara S. Gan

  3. Department of Civil Engineering, Curtin University, Perth, WA, Australia

    Mohamed Shahin

  4. Institute of Construction Materials, University of Stuttgart, Stuttgart, Germany

    Akanshu Sharma

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© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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Yulianto, B. (2023). Adaptive Traffic Signal Control Using Fuzzy Logic Under Mixed Traffic Conditions. In: Kristiawan, S.A., Gan, B.S., Shahin, M., Sharma, A. (eds) Proceedings of the 5th International Conference on Rehabilitation and Maintenance in Civil Engineering. ICRMCE 2021. Lecture Notes in Civil Engineering, vol 225. Springer, Singapore. https://doi.org/10.1007/978-981-16-9348-9_59

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  • DOI: https://doi.org/10.1007/978-981-16-9348-9_59

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-16-9347-2

  • Online ISBN: 978-981-16-9348-9

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