Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science &...

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Kamruddin Md. Nur * , Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department of Allied Engineering, Bangladesh University of Textiles An Automated Urban Traffic Control System for Heavy Traffic Congestion

Transcript of Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science &...

Page 1: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Kamruddin Md. Nur*, Mahmud Hasan# and Pranab Chandra Saha*

*Department of Computer Science & Engineering, Stamford University Bangladesh

#Department of Allied Engineering, Bangladesh University of Textiles

An Automated Urban Traffic Control System for Heavy

Traffic Congestion

Page 2: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Research StreamHuman Controlled

Traffic System

Intelligent Traffic Controlling System

Machine Controlled Traffic System

Adaptive System

Non-Adaptive System

Page 3: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Objectives and Goals

Intelligent Traffic Controlling for Poor and Heavily Congested Cities.

Intelligent Traffic Controlling by High Performance Algorithm.

Traffic Controlling by Both Time Based Mode and Intelligent Mode and their Performance Comparison.

Page 4: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Proposed MethodologyVehicle Sensing

RTMS or Other Low Cost Sensors

Local Controller 1

or Local Agent 1

Local Controller 2

or Local Agent 2

Vehicle SensingRTMS or Other Low Cost

Sensors

Local Controller n

or Local Agent n

Vehicle SensingRTMS or Other Low Cost

Sensors

Global Controller

or Global Agent

Page 5: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Proposed Methodology (contd.)

R1

R2

R3

R4

Global Controller

or Global Agent

Local Controller

Local Controller

Local Controller Index

Set of (Adjacent Controller, No. of

Waiting Vehicles)Global Controller Knowledge Base

Page 6: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Time Based Performance Studies

Page 7: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Intelligent Mode Performance Studies

Page 8: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Performance Comparison

Page 9: Kamruddin Md. Nur *, Mahmud Hasan # and Pranab Chandra Saha * * Department of Computer Science & Engineering, Stamford University Bangladesh # Department.

Thank You