Er 40020

Page 1

IDL - International Digital Library Of Education & Research Volume 1, Issue 6,June- 2017

Available at: www.dbpublications.org

International e -Journal For Education And Research-2017

"Design and Implementation of Smart congestion control system" 1.

Ms.Nandini M. 2 .Dr.Pushpamala Siddaraju 1 PG Scholar, 2 .Assistant professor. Department of Electronics and Communication Dayananda Sagar University, Bangalore, Karnataka, India email :nandini1234m@gmail.com,email:pushpa.mala-ece@dsu.edu.in

ABSTRACT

emergency vehicle detection system. In case an emergency vehicle is detected, the lane is

The frequent traffic jams at major junctions call for an efficient traffic management

given priority over all the others. Hardware control is done by microcontroller.

system in place. The resulting wastage of

I.

time and increase in pollution levels can be eliminated on a city-wide scale by these systems. The project proposes to implement an intelligent traffic controller using real time

image

processing.

The

image

sequences from a camera are analyzed using thresholding method to find the density. Subsequently, the number of vehicles at the intersection is evaluated and traffic is efficiently

managed.

proposes

to

The

implement

IDL - International Digital Library

project also a

real-time

INTRODUCTION

Current traffic control techniques involving magnetic loop detectors buried in the road, infra-red and radar sensors on the side provide limited traffic and require separate systems for traffic counting and for traffic surveillance. Inductive loop detectors do provide a costeffective solution, however they are subject to a high failure rate when installed in poor road surfaces, decrease pavement life and obstruct traffic during maintenance and 1|P a g e

Copyright@IDL-2017


IDL - International Digital Library Of Education & Research Volume 1, Issue 6,June- 2017

Available at: www.dbpublications.org

International e -Journal For Education And Research-2017

repair. Infrared sensors are affected to a greater degree by fog than video cameras and

cannot

be

used

for

effective

surveillance. In contrast, video-based systems offer many advantages

compared

to

traditional

techniques. They provide more traffic information, combine both surveillance

and

traffic

control technologies, are easily installed, and are scalable with progress in image processing techniques. This project tries to evaluate the process and advantages of the use of image processing Figure: Embedded system is the

for traffic control.

combination of both software and hardware Implementation of our project will eliminate the need of traffic personnel at various

Software deals with the languages like ALP, C, and VB etc., and Hardware deals with

junctions for regulating traffic.

Processors, Peripherals, and Memory. Thus the use of this technology is valuable for

the

analysis

and

performance

improvement of road traffic.

Memory: It is used to store data or address. Peripherals: These are the external devices connected

II.

BLOCK DIAGRAM

Processor: It is an IC which is used to perform some task

IDL - International Digital Library

2|P a g e

Copyright@IDL-2017


IDL - International Digital Library Of Education & Research Volume 1, Issue 6,June- 2017

Available at: www.dbpublications.org

International e -Journal For Education And Research-2017

Office systems and mobile equipment

Embedded System

Banking, finance and commercial

Medical diagnostics, monitoring and life support

Software

Hardware

Testing, monitoring and diagnostic systems

o

ALP

o

Processor

o

C

o

Peripherals

o

VB

o

memory

IV.

Basic Principle

Etc.,

A transformer makes use of Faraday's law and the ferromagnetic properties of an iron core to efficiently raise or lower AC voltages. It of course cannot increase power so that if the voltage is raised, the current is proportionally lowered and vice versa. Figure: Block diagram of Embedded System

III.

Applications of embedded systems

Manufacturing and process control

Construction industry

Transport

Buildings and premises

Domestic service

Communications

IDL - International Digital Library

3|P a g e

Copyright@IDL-2017


IDL - International Digital Library Of Education & Research Volume 1, Issue 6,June- 2017

Available at: www.dbpublications.org

International e -Journal For Education And Research-2017

failures and to short term variations in conditions on the paths. The main issues are what we discussed in §6: how to split sequence numbers across paths (i.e. whether to use one sequence space for all subflows or one per subflow with an extra connectionlevel sequence number), how to do flow control (subflow, connection level or both), how to ack, and so forth. Our protocol design in §6 has drawn on this literature. Figure: Basic Principle

However, the main focus of this paper is congestion control not protocol design. In

Advantages:

most existing proposals, the problem of shared bottlenecks (§2.1) is considered but

Reliability, Ease of Operation

the other issues in §2 are not. Let us

As we can improve transportation

highlight

security by implementing it.

characteristics of these proposals. pTCP

No need of human supervision

[12], CMT over SCTP[14] and M/TCP [23]

People abiding rules can be caught.

use uncoupled congestion control on each

Spontaneous output.

path, and are not fair to competing single-

V.

RELATED WORK

the

congestion

control

path traffic in the general case. mTCP [27]

There has been a good deal of work on

also performs uncoupled congestion control

building multipath transport protocols [13,

on each path. In an attempt to detect shared

27, 18, 12, 14, 6, 23, 7]. Most of this work

congestion at bottlenecks it computes the

focuses on the protocol mechanisms needed

correlation between fast retransmit intervals

to implement multipath transmission, with

on different subflows. It is not clear how

key goals being robustness to long term path

robust this detector is. R-MTP [18] targets

IDL - International Digital Library

4|P a g e

Copyright@IDL-2017


IDL - International Digital Library Of Education & Research Volume 1, Issue 6,June- 2017

Available at: www.dbpublications.org

International e -Journal For Education And Research-2017

RESULTS

wireless links: it probes the bandwidth available periodically for each subflow and adjusts the rates accordingly. To detect congestion it uses packet interarrival times and jitter, and infers mounting congestion when it observes increased jitter. This only works

when

wireless

links

are

the

bottleneck. VI.

SCOPE OF THE PROJECT

The study showed that image processing is a better technique to control the state change of the traffic light. It shows that it can reduce the traffic congestion and avoids the time being wasted by a green light on an empty road. It is also more consistent in detecting vehicle presence because it uses actual traffic images. It visualizes the reality so it functions much better than those systems that rely on the detection of the vehicles’ metal content. Overall, the system is good but it still needs improvement to achieve a hundred percent accuracy APPLICATIONS: Main roads, Highways,Signal crossings., Tollgates.

IDL - International Digital Library

5|P a g e

Copyright@IDL-2017


IDL - International Digital Library Of Education & Research Volume 1, Issue 6,June- 2017

Available at: www.dbpublications.org

International e -Journal For Education And Research-2017

since it selects efficient paths and balances congestion

CONCLUSION We have demonstrated a working multipath

REFERENCES:

congestion control algorithm. It brings immediate practical benefits.

[1]Vivek, Tyagi, Senior Member IEEE,

Wireless personal area network and wireless

Shivakumar Kalyanaraman, Fellow, IEEE,

sensor

gaining

and Raghuram Krishnapuram,Fellow, IEEE

popularity, and the IEEE 802.15 Wireless

“Vehicular Traffic Density State Estimation

Personal Area Working Group has defined

Based On Cumulative Road Acoustics” in

no less than different standards so as to cater

IEEE

to the requirements of different applications.

Transportation

The ubiquitous home network has gained

September 2012.

networks

are

rapidly

Transaction

on

System.

Intelligent

Vol.23.

No.3

widespread attentions due to its seamless integration

into

everyday

life.

innovative system transparently

This unifies

[2]MD.Hazrat ALI, Syuhei KUROKAWA, et

al,“Autonomous

Road Model

Surveillance

various home appliances, smart sensors and

System proposed

For

energy technologies. The smart energy

Detection and Traffic Signal Control “in

market requires two types of ZigBee

Procedia

networks for device control and energy

19(2013)Density

management.

System M.R. Thansekhar and N. Balaji

ensures that it does not harm other traffic,

(Eds.): ICIET’14 2222.

Computer Based

Vehicle

Science Traffic

Signal

and that there is always an incentive to turn it on because its aggregate throughput is at

[3] R. WEIL, J. WOOTTON AND A.

least as good as would be achieved on the

GARCIA-ORTIZ”

best of its available paths. It should be

Detection Sensor and Algorithms “Mathl.

beneficial to the operation of the Internet,

Comput.Modeling Vol.27.

IDL - International Digital Library

6|P a g e

Traffic

Incident

Copyright@IDL-2017


IDL - International Digital Library Of Education & Research Volume 1, Issue 6,June- 2017

Available at: www.dbpublications.org

International e -Journal For Education And Research-2017

[4] K.Thatsanavipas,N.Ponganunchoke ,et

[8]

al., “Wireless Traffic Light Controller”2nd

“Intelligent Control for Urban Traffic

International

Systems”

Scien

ce,SocialScience,Engineering and Energy

H.R.Kashani

and

International

G.N.Saridis Federation

of

Automatic Control Automatica, vol.19, No.

Conference 2010:Engineering Science and Management.

[9] Umar Farooq, Hafiz Muhammad Atiqs, Muhammad Us man Assad et al.,”Design

[5] Wanjing MA and Xiaoguang YANG

and Development of an Image Processing

“Design and Estimation of an Adaptive Bus

Based

Signal Priority System Base on Wireless

System”IEEE

Sensor Network “Proceeding of the 11th

2011Second International Conference on

International IEEE Conference on Intelligent

Machine Vision.

Transportation Systems.

[10] H. Han, S. Shakkottai, C. V. Hollot, R.

Adaptive

Traffic Computer

control Society

Srikant, and D. Towsley. Multi-path TCP: a [6]Hikaru

Shimizu,Masa-aki

joint congestion control and routing scheme

Kobayashi,Haruko,et al.,”A Development of

to exploit path diversity in the Internet.

Deterministic Signal Control System in

IEEE/ACM Trans. Networking, 14(6), 2006.

Urban Road Networks” in SICE Annual

[11] M. Honda, Y. Nishida, L. Eggert, P.

Conference 2008 The University of Electro-

Sarolahti,

Communications Japan.

Congestion Control for Shared Bottleneck.

and

H.

Tokuda.

Multipath

In Proc. PFLDNeT workshop, May 2009. [7] Muhammad Hassam Malhi, Muhammad

[12] H.-Y. Hsieh and R. Sivakumar. A

Hassan

transport layer approach for achieving

Aslam].et

al.,”Vision

Based

Intelligent Traffic Management System”

aggregate

IEEE Computer Society 2011 Frontiers of

mobile hosts. In Proc. MobiCom ’02, pages

Information Technology.

83–94, New York, NY, USA, 2002. ACM.

IDL - International Digital Library

7|P a g e

bandwidths

on

multi- homed

Copyright@IDL-2017


IDL - International Digital Library Of Education & Research Volume 1, Issue 6,June- 2017

Available at: www.dbpublications.org

International e -Journal For Education And Research-2017

[13] C. Huitema. Multi-homed TCP. Internet

[20] B. Radunovi´c, C. Gkantsidis, D.

draft, IETF, 1995.

Gunawardena,

[14] J. R. Iyengar, P. D. Amer, and R.

balancing TCP over multiple paths in

Stewart. Concurrent multipath transfer using

wireless mesh network. In Proc. MobiCom

SCTP multihoming over independent end-

’08, 2008.

to-end paths. IEEE/ACM Trans. Netw.,

[21] C. Raiciu, M. Handley, and A. Ford.

14(5):951–964, 2006.

Multipath TCP design decisions. Work in

[15] F. Kelly and T. Voice. Stability of end-

progress,

to-end algorithms for joint routing and rate

files/mtcp-design.pdf, 2009.

control. CCR, 35(2), Apr. 2005.

[22] C. Raiciu, C. Pluntke, S. Barre, A.

[16] T. Kelly. Scalable TCP: improving

Greenhalgh, D. Wischik, and M. Handley.

performance

Data center networking with multipath TCP.

in

highspeed

wide

area

and

P.

Key.

Horizon:

www.cs.ucl.ac.uk/staff/C.Raiciu/

networks. SIGCOMM Comput. Commun.

In Hotnets, 2010.

Rev., 33(2):83–91, 2003.

[23] K. Rojviboonchai and H. Aida. An

[17] P. Key, L. Massouli´e, and D.

evaluation

Towsley. Path selection and

multipath

control protocol (M/TCP) with robust

congestion control. In Proc. IEEE Infocom,

acknowledgement schemes. IEICE Trans.

May 2007. Also appeared in proceedings of

Communications, 2004.

IEEE ICASSP 2007.

[24] K. Tan, J. Song, Q. Zhang, and M.

[18]

L.

Magalhaes

and

R.

of

multi-path

transmission

Kravets.

Sridharan. A Compound TCP approach for

Transport level mechanisms for bandwidth

high-speed and long distance networks. In

aggregation on mobile hosts. ICNP, page

Proc. IEEE INFOCOM 2006, pages 1–12,

0165, 2001. [19] PF: the OpenBSD Packet

April 2006.

Filter.

4.7,

[25] D. Thaler and C. Hopps. Multipath

Sep

Issues in Unicast and Multicast Next-Hop

OpenBSD

www.openbsd.org/faq/pf, 2010.

retrieved

Selection. RFC 2991 control is done by microcontroller.

IDL - International Digital Library

8|P a g e

Copyright@IDL-2017


Turn static files into dynamic content formats.

Create a flipbook
Issuu converts static files into: digital portfolios, online yearbooks, online catalogs, digital photo albums and more. Sign up and create your flipbook.