Fuzzy control of traffic junctions in undersaturated urban networks

Boriana Vatchova; Mo Adda; Yordanka Boneva; Alexander Gegov

doi:10.1109/BlackSeaCom54372.2022.9858316

Fuzzy control of traffic junctions in undersaturated urban networks

Boriana Vatchova, Mo Adda, Yordanka Boneva, Alexander Gegov

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

58 Downloads (Pure)

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.

Original language	English
Title of host publication	2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	96-101
Number of pages	6
ISBN (Electronic)	9781665497497
ISBN (Print)	9781665497503
DOIs	https://doi.org/10.1109/BlackSeaCom54372.2022.9858316
Publication status	Published - 24 Aug 2022
Event	2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022 - Sofia, Bulgaria Duration: 6 Jun 2022 → 9 Jun 2022

Conference

Conference	2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022
Country/Territory	Bulgaria
City	Sofia
Period	6/06/22 → 9/06/22

Keywords

fuzzy controller
microsimulation
proportional controller
traffic light management
traffic network crossroads

Access to Document

10.1109/BlackSeaCom54372.2022.9858316

a17-vatchova final_za_Alex
© 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Accepted author manuscript (Post-print), 786 KB

Cite this

@inproceedings{0602b18a84b24df9a011a0aace03621d,

title = "Fuzzy control of traffic junctions in undersaturated urban networks",

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. ",

keywords = "fuzzy controller, microsimulation, proportional controller, traffic light management, traffic network crossroads",

author = "Boriana Vatchova and Mo Adda and Yordanka Boneva and Alexander Gegov",

note = "No ISSN; 2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022 ; Conference date: 06-06-2022 Through 09-06-2022",

year = "2022",

month = aug,

day = "24",

doi = "10.1109/BlackSeaCom54372.2022.9858316",

language = "English",

isbn = "9781665497503",

pages = "96--101",

booktitle = "2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

}

Vatchova, B, Adda, M, Boneva, Y & Gegov, A 2022, Fuzzy control of traffic junctions in undersaturated urban networks. in 2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022. Institute of Electrical and Electronics Engineers Inc., pp. 96-101, 2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022, Sofia, Bulgaria, 6/06/22. https://doi.org/10.1109/BlackSeaCom54372.2022.9858316

Fuzzy control of traffic junctions in undersaturated urban networks. / Vatchova, Boriana; Adda, Mo; Boneva, Yordanka et al.
2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 96-101.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Fuzzy control of traffic junctions in undersaturated urban networks

AU - Vatchova, Boriana

AU - Adda, Mo

AU - Boneva, Yordanka

AU - Gegov, Alexander

N1 - No ISSN

PY - 2022/8/24

Y1 - 2022/8/24

N2 - 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.

AB - 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.

KW - fuzzy controller

KW - microsimulation

KW - proportional controller

KW - traffic light management

KW - traffic network crossroads

UR - http://www.scopus.com/inward/record.url?scp=85137915386&partnerID=8YFLogxK

U2 - 10.1109/BlackSeaCom54372.2022.9858316

DO - 10.1109/BlackSeaCom54372.2022.9858316

M3 - Conference contribution

AN - SCOPUS:85137915386

SN - 9781665497503

SP - 96

EP - 101

BT - 2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022

Y2 - 6 June 2022 through 9 June 2022

ER -

Fuzzy control of traffic junctions in undersaturated urban networks

Abstract

Conference

Keywords

Access to Document

Fingerprint

Cite this