Fuzzy control of traffic junctions in oversaturated urban networks

Yordanka Boneva; Boriana Vatchova; Alexander Gegov

doi:10.1016/j.ifacol.2022.08.063

Fuzzy control of traffic junctions in oversaturated urban networks

Yordanka Boneva, Boriana Vatchova, Alexander Gegov

School of Computing

Bulgarian Academy of Sciences

Research output: Contribution to journal › Article › peer-review

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Abstract

The paper describes the design and implementation of a fuzzy controller for traffic network management in urban areas. The controller uses expert knowledge for the derivation of its fuzzy rules. The proposed controller is simulated and compared to a conventional proportional controller by means of the software platform for traffic management AIMSUN. The results show that the fuzzy controller outperforms the proportional controller.

Original language	English
Pages (from-to)	144-149
Number of pages	6
Journal	IFAC-PapersOnLine
Volume	55
Issue number	11
Early online date	1 Jul 2022
DOIs	https://doi.org/10.1016/j.ifacol.2022.08.063
Publication status	Published - 9 Sept 2022
Event	2022 IFAC Workshop on Control for Smart Cities, CSC 2022 - Sozpol, Bulgaria Duration: 27 Jun 2022 → 30 Jun 2022 https://csc2022.sai-bg.com/

Keywords

traffic light management
fuzzy controller
proportional controller
traffic network crossroads
microsimulation

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10.1016/j.ifacol.2022.08.063

1-s2.0-S2405896322011521-mainFinal published version, 1.39 MBLicence: CC BY-NC-ND

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KW - proportional controller

KW - traffic network crossroads

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Fuzzy control of traffic junctions in oversaturated urban networks

Abstract

Keywords

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