Intelligent Transportation Trends chpt.3 - Traffic Monitoring

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The term Intelligent Transportation Systems (ITS) was coined over two decades ago to designate applications of information and communication technologies to the operational management of transportation networks. The main promise of ITS has been very consistent over that period: network capacity can be freed up by optimizing traffic controls and empowering users with accurate travel information. It can be debated how much faith practitioners and policy makers have placed in technology by investing their resources, as well as the extent to which Intelligent Transportation Systems have delivered on their promise. However, there is no question that steady and sometimes spectacular advances in computing technologies and usage trickle down to transportation applications in important ways. As a result, new products and services emerge continuously. They include systems that address the direct needs of networks managers, as well as others that are developed in tangential markets (e.g. automotive) or even through non-market mechanisms (e.g. many mobile web applications). This talk presentation reviews major trends in information and communication technologies and demonstrate how each of them is driving innovative transportation services. We attempt to envision how those trends might develop in the future, so that we can finally examine some of their implications for travel demand and network management. There lie both challenges and opportunities for transportation engineers and planners, but either way, profound changes appear inevitable.

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Intelligent Transportation Trends and Perspectives

2011

J.D. Margulici

jdm@novavia.us

www.novaviasolutions.com

Chapter 3: Traffic Monitoring

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ITS primer and brief history

State of the art: traffic monitoring

Information technology trends

Prospective and implications

J.D. Margulici

jdm@novavia.us

www.novaviasolutions.com

Intelligent Transportation

Trends and Perspectives

2011

You cannot manage what you cannot measure…

3

Traffic sensors are the technological backbone enabling system

management

ITS Trends and Perspectives - April 2011

Traffic Sensors: State of the Art

4 ITS Trends and Perspectives - April 2011

Sensor Data

5

Point Detection

• Fixed locations

• Samples volume, occupancy, speed

Segment Detection

• Fixed segments

• Samples travel times

Floating Data

• Possibly random locations

• Samples speed

n(x,t) k(x,t) v(x,t)

T(i,[x1,x2])

v(x,t)

Completeness True Trips Coverage

ITS Trends and Perspectives - April 2011

Traffic Sensors: Point Detection

Inductive Loop (ILD)

Doppler Radar

Video

Doppler Microwave

Passive Acoustic

ITS Trends and Perspectives - April 2011 6

Segment Reading

Toll Tag Readers

License Plate Readers

Magnetic Signature

Bluetooth / MAC ID

ITS Trends and Perspectives - April 2011 7

Travel Time from Portable ALPR

CA-154

Two-lane local highway

Length: 31 miles

Winding

Slow speeds

US-101

4-lane national divided highway

Length: 47 miles

ITS Trends and Perspectives - April 2011 8

0

100

200

300

400

500

600

700

800

900

0:00 3:00 6:00 9:00 12:00 15:00 18:00 21:00

Vo

lum

e (

Ve

hic

les)

Time of day

Average Hourly Volume at CA154NB

Tube Count LPR Camera Count Matched Plate Count

Floating Car Data

ITS Trends and Perspectives - April 2011 9

Mobile Century: GPS-Equipped Phones as Traffic Probes…

ITS Trends and Perspectives - April 2011 10

Mobile Century: Design of Experiment

165 Berkeley students drivers

100 GPS-enabled cell phones (N95)

100 rented cars

6 to 10 mile loops, I-880

10am to 7pm

2-5% penetration rate

1/3Hz data stored on phones

Real-time, online flow reconstruction (VTLs)

ITS Trends and Perspectives - April 2011 11

Mobile Century 2.8.8

ITS Trends and Perspectives - April 2011 12

12

Virtual Trip Lines vs. Local Log vs. Speedometer

ITS Trends and Perspectives - April 2011 13

P.M.

A.M.

Penetration Rates

ITS Trends and Perspectives - April 2011 14

Collected Trajectories (20% subset)

ITS Trends and Perspectives - April 2011 15

Shockwave

ITS Trends and Perspectives - April 2011 16

Contour Plots

Loop Detectors Phone Logs

ITS Trends and Perspectives - April 2011 17

Contour Plots (2)

ITS Trends and Perspectives - April 2011 18

Speed Scale

17 Loops

17 VTLs

Phone Logs

30 VTLs

Video Validation

ITS Trends and Perspectives - April 2011 19

Travel Times

ITS Trends and Perspectives - April 2011 20

Speed Dating: Loops + VTL…

ITS Trends and Perspectives - April 2011 21

Traveler Information

22 ITS Trends and Perspectives - April 2011

511

ITS Trends and Perspectives - April 2011 23

2003

December 10, 2010

Traffic Information: Value Chain

24

Data Collection

Data Processing

Delivery Channels

Application Packaging

Roadway Sensors

Probe Data

Incident Data

Weather & Events

Filter & Interpret

GIS Integration

Aggregate Predict

Radio Broadcasting

Web Publishing

TV Reports Mobile

Delivery

Phone / PDA Apps.

Navigation Units

Trip Planning

Logistics & Professional

Branding & Distribution

Mobile Networks

Car Makers

Information Portals

Mass Media

Surface Streets

Freeways

ITS Trends and Perspectives - April 2011

Real-time Traffic Detection: Supply and Demand

Infrastructure-Side Technology Vehicle-Side Technology

25

Worldwide Navigation Units Sales (10,000s)

Source: SiRF Technology Source: ITS Joint Projects Office

U.S. Freeway Miles Covered with Real-time Detection

3,900

Actual

ITS Trends and Perspectives - April 2011

Procurement of Private Data

ITS Trends and Perspectives - April 2011 26

$2 million appropriated for data services in up to 25 metro areas

Traffic.com deploys, operates and maintains sensor network

Traffic.com provides data to TV, radio, satellite radio, in-vehicle systems, and maintains public Web site

Agencies get unlimited real-time and archived data for internal use

Federal Intelligent Transportation Infrastructure Program

Procurement

• Data quality audits, QA

• Licensing rights

Systems Integration

• Traffic systems operate with volume/occupancy

• GIS integration with different segment definitions

Data Policies

• What fusion / selection procedures?

• Where are detectors still needed?

Current Challenges

Traffic Information Quality

Traffic information has become abundant but quality remains seldom monitored

• End users are relatively clueless about information quality

• Margins of error are not well understood and used in practice

There are no widespread metrics or evaluation procedures to measure data quality

• Each customer (e.g. car manufacturer, DOT…) conducts its own benchmark

• Evaluation results cannot be readily compared

Postulate:

Harmonized benchmarking methods would benefit both suppliers and customers

• Improve consistency and fairness of evaluations

• Lower overall costs by eliminating duplication of efforts

• Better recognize true value-added and pull quality upward

27 ITS Trends and Perspectives - April 2011

About NATWG

The North American Traffic Working Group (NATWG) works collaboratively to define, accept and advocate for the unique needs of North America traffic information services. NATWG seeks to develop a coordinated, proactive market driven implementation of traffic and travel information services and products by both influencing international standards efforts and coordinating the development of non-competitive commercial agreements.

Members sampling:

28 ITS Trends and Perspectives - April 2011

Key Takeaway

ITS Trends and Perspectives - April 2011 29

If counting cars keeps you awake at night, start counting sheep instead…

Intelligent Transportation Trends and Perspectives

2011

J.D. Margulici

jdm@novavia.us

www.novaviasolutions.com

Next is Chapter 4: Vehicle Technology

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