presentation on gsm based traffic information services itls seminar university of sydney 13 th...
Post on 19-Dec-2015
222 views
TRANSCRIPT
Presentation onGSM based traffic
Information services
ITLS SeminarUniversity of Sydney
13th September 2005
Presentation onGSM based traffic
Information services
ITLS SeminarUniversity of Sydney
13th September 2005
Overview on traffic Intelligence
• Traffic Intelligence was formed to address three specific telematics market
niches:
– Provision of Road traffic information for commercial services.• Exclusive holder of the license to implement IT IS Holdings Traffic information technologies in
Australia and New Zealand.
– Provision of exception based telematics applications.• Distributor for Drivecam.
– Provision of low cost fleet and consumer telematics applications.
Distributor for:
• AAPL – high level SVT
• Navtrak – High end Stolen vehicle Tracking
• Kingsmith – public transport telematics integration systems
• Webtech wireless – fleet tracking and mobility applications
Founded in UK in 1997 and admitted to AIM in October 2000
Current market capitalisation >UKP50m (A$125m).
UK’s leading road traffic information and data specialist, with customers in 4 areas:
•Automotive•Government•Logistics•Mobile Telco
Operating worlds largest commercial FVD® and CFVD® systems. •FVD system, UK only, currently ~50,000 vehicles on the system, equivalent to >450,000 average cars.
•Process over 0.5 million vehicle records per hr•Historic database contains over 1.2 billion data records
•CFVD systems in place in 4 countries.
Proven experience - consumers will pay for quality traffic information
ITIS Holdings plcITIS Holdings plc
ITIS customersITIS customers
HOW TO CREATE TRAFFIC HOW TO CREATE TRAFFIC INFORMATIONINFORMATION
Value chain to deliver Probe based traffic information services
JournalisticJournalistic
GPSGPS
MobileMobile
TAGTAG™™TAGTAG™™
IVRIVRIVRIVR
HISTORICHISTORICDATADATA
HISTORICHISTORICDATADATA
WEBWEBPORTALSPORTALS
WEBWEBPORTALSPORTALS
WAP &WAP &SMSSMS
WAP &WAP &SMSSMS
RDS-TMCRDS-TMCRDS-TMCRDS-TMC
CFVDCFVDplatformplatform
CFVDCFVDplatformplatform
FVDFVDplatformplatform
FVDFVDplatformplatform
MapMap
Data sources Analysis platform Raw output Distribution
TAG TAG viewerviewer
Median travel timesOn vectors
5 min frequency
2.5/3G2.5/3G2.5/3G2.5/3G
Data collection technologies advantages/disadvantages
Technology Advantage Disadvantage
Network A-GPS/LBS platforms
Reasonably accurate positioning.
Existing infrastructure
“Active” polling = greater cost.
Requires network ownership
Roadside fixed cameras/e-tag readers etc
Some Existing infrastructure
Vehicle flow constantly monitored
High level of analysis required
No national network.
High cost of rollout if no existing infrastructure.
SCATS Existing infrastructure
Vehicle flow constantly monitored
Data owned by government bureaucracy.
Assumptive analysis
No national network.
GPS (FVD) Accurate positioning
Individual Vehicles constantly monitored.
Highly accurate traffic data
Low current vehicle population
Existing volumes split between many fleets
Costs of 2-way comms with vehicle
Cellular (CFVD) Relatively low cost of implementation.
High volumes of data
Raw data owned by network
Raw data has low position accuracy.
High level of analysis required
Overview on Overview on
Floating Floating
Vehicle Data (FVD)Vehicle Data (FVD)
technologytechnology
What is FVD®®?What is FVD®®?
FVD units
ITIS developed the concept of the Floating Vehicle Data Unit based on vehicle mileage travelled and driving patterns, whereby:
–average driver = 1 FVD® unit, –a business driver = 3 FVD® units –truck/coach = 30 FVD® units.
Through selective mixing and statistical modeling it can be shown that the ITIS FVD system requires a smaller sample to provide high quality data.Ie. focusing on data collection on the busiest roads at the busiest times.
The combined fleet within the ITIS FVD® system is approximately 50,000 vehicles. To achieve this level ITIS targeted a number of high profile FVD® probe fleets, including:
Annual mileage
FVD® Units
AA patrol > 100 million 31,500
National Express > 80 million 16,000
Eddie Stobart > 100 million 22,500
In addition to the above fleets ITIS signed data supply contracts with large telematics companies that track vehicles for logistics and fleet management purposes. ITIS also targets probe vehicles that may be required to increase data quality in a more localised urban or inter-urban area, such as a local haulage or taxi operators.
How did ITIS build an FVD network?
0
2
4
6
8
10
12
14
16
18
20
22
24
26
28
30
32
34
36
38
40
42
44
46
48
50
52
Fe
b 0
2
Ma
r 0
2
Ap
r 0
2
Ma
y 0
2
Ju
n 0
2
Ju
l 0
2
Au
g 0
2
Se
p 0
2
Oct
02
No
v 0
2
De
c 0
2
Ja
n 0
3
Fe
b 0
3
Ma
r 0
3
Ap
r 0
3
Ma
y 0
3
Ju
n 0
3
Ju
l 0
3
Au
g 0
3
Se
p 0
3
Oct
03
No
v 0
3
De
c 0
3
Date
Nu
mb
er
of
Pro
be
s (
Th
ou
sa
nd
s)
Fleet company #2
Fleet company #1
1.1bn records 4m per day
Working with others has built scale and made a high quality
network economically feasible
Working with others has built scale and made a high quality
network economically feasible
AA Patrol
Fleet company #3
Details on Details on
Cellular Floating Cellular Floating
Vehicle Data (CFVD)Vehicle Data (CFVD)
technologytechnology
Cellular Floating Vehicle Data:created by Estimotion inc.
Cellular Floating Vehicle Data:created by Estimotion inc.
• Founded July 2000
• Management– A group of specialists that have conceived and developed highly
sophisticated war-games, command and control and intelligence systems for the Israel Defence Forces
• Primary application– Low cost, patented technology for measuring and forecasting traffic
flow
• Acquired by ITIS Holdings December 2003.
How does it work?How does it work?
Cell
Directionof travel
Cellular handover data required at A-link interface:•Handover request•Handover required•Handover request ACK•Handover command•Handover complete•Handover succeeded•Handover failure•Assignment request•Assignment completed•Assignment failure•Paging•Setup indication
Cellular handover data required at MAP interface:•MAP prepare handover•MAP prepare subsequent handover•MAP send handover report•MAP allocate handover number
Overlaid on Navigation qualityGIS
Cell
Cell
Creates sample observer to observe flow patterns
Cellular-GPS Comparison
0 .00
10 .00
20 .00
30 .00
40 .00
50 .00
60 .00
70 .00
80 .00
90 .00
15:21 15:28 15:36 15:43 15:50 15:57 16 :04 16 :12
TIme
Spe
ed (k
m/h
)
GP S D at a C e llular D at a
Flow patternAnalysed against GPS drive dataAnd adjustments made to pattern model
Iterative process
Data obtained from Thems testing is compared to data derived from the handover location module
Handover event
GPS data
Location area derived from location module
Location Module Testing
Handset 47Handset 47 Handset 52Handset 52
Handset 49Handset 49 GPS TrackGPS Track
(b)(a)
(c) (d)
The results of these test drives has shown that the path finding algorithms are extremely accurate with an accuracy of between 95 to 97% on interstate roads and at least 85% on urban roads.
Cellular Phones are tracked in a given vehicle fitted with a GPS unit to determine overall accuracy of the map-matching
algorithms
Path Finding Tests
Static Speed TestsVelocity from Cellular system compared to data obtained from static loop system
0
20
40
60
80
100
120
140
06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00
Km
/Hr
Fixed sensor data
Speeds derived fromcellular data
Tuesday morning rush hour
Static Speed Tests Example 1
0
20
40
60
80
100
120
140
12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00
Km
/hr
Fixed sensor data
Speeds derived fromcellular data
Sunday evening rush hour
Static Speed Tests Example 2
Dynamic Drive TestsA known vehicle completes a
journey covering both urban and inter-urban roads and the measured journey time is compared to the predicted
journey time
Cellular-GPS DATA Comparison
0.00
10.00
20.00
30.00
40.00
50.00
60.00
70.00
80.00
90.00
100.00
11:16 11:19 11:22 11:25 11:28 11:31 11:34 11:36 11:39
Time
Sp
eed
(km
/h)
Cellular Data GPS Data
Dynamic Speed Tests Example 1
Cellular-GPS Comparison
0 .00
10 .00
20 .00
30 .00
40 .00
50 .00
60 .00
70 .00
80 .00
90 .00
15:21 15:28 15:36 15:43 15:50 15:57 16 :04 16 :12
TIme
Spe
ed (k
m/h
)
GP S D at a C e llular D at a
Dynamic Speed Tests Example 2
CFVD architecture overview
MSCBSCBTS
BTSBTS
Probe card
Sample Observer
TSG & Distributor
Dispatcher
Equipment atTraffic IntelOperations Centre
Equipment at Cellular
Operator
VPN (Internet)
Firewall
Firewall
A-link interface
Applicationsinterface
StagingServer
GSM/CDMA cellular network
MSCBSC Probe card
Equipment at Cellular
Operator
A-link interface
BTS
BTSBTS
GSM/CDMA cellular network StagingServer
Firewall
Unique technology featuresUnique technology features
• Travel time, not velocity. – The technology is based on extracting travel time information and not velocities from the supplied data. This
has the advantage of providing extremely accurate journey time information.
• Merging of historic and real-time data. – The system does not consider traffic information to be static but combines both historic and real-time traffic
information to generate accurate predictions of traffic congestion.
• Advanced GIS modelling. – Advanced GIS techniques are used to model the topology of the road network taking account of the
different turning options within a given network. This means the system can provide accurate traffic information in complex road networks such as dense urban areas.
• Data independent.– The technology is not dependent on any single positioning technology and can be adapted to take almost
any form of location information. The algorithms have been developed to cope with inaccurate locations and very noisy data to achieve the accuracy and comprehensive road coverage required to provide high quality traffic information.
• Data fusion. – Data can be fused from different information sources including mobile and static sensors and journalistic
data reports.
• Knowledge-based algorithms.– A series of learning-based algorithms have been developed which constantly update the historic traffic
patterns used within the system.
CFVD customersCFVD customers
• There are currently a number of projects being implemented using the ITIS CFVD technology:– Antwerp, Holland – broadcast stage
– Baltimore, USA – broadcast stage
– Scotland - data presentation stage
– London – pattern matching stage
– Tel Aviv, Israel – 2 years since implementation
– Missouri DOT, USA – contract awarded for statewide data
Tel Aviv CFVD system
The Baltimore CFVD ProjectThe Baltimore CFVD Project
• Covers 500 square miles
• Live data (24/7) on over 350 miles or road
• 140 miles of expressways and over 200 miles of arterials
Baltimore I-695 traffic Patterns
DistanceTime
CongestionStatus
06:00
12:00
19:00
24:00
Distance
CongestionStatus
06:00
12:00
Time
weekday
saturday
Baltimore I-695 Route Travel Time
Journey Time (sec)
Time
Day of week
08:00
18:00May
June
July
Delivery platformsDelivery platforms
And applicationsAnd applications
for for
ITISITIS
Traffic InformationTraffic Information
In the UKIn the UK
Mobile telecommunication
companies
Mobile Telco IVR service
2222
401 100
1580
2020
401 100
09003 401100
ITIS handles over 12 million calls requesting traffic information each year (each call generating an average of A$4)
Consumers will pay for ‘Quality’ Traffic Information
Incident Information
Incident Information
TrafficStrip-map
TrafficStrip-map
ITIS traffic information delivered to the Orange Sony Ericsson T610
TELCO WAP/SMS
ITIS currently provide two WAP traffic services, for Vodafone Live! and Orange World.
Vodafone customers are able to browse for the latest traffic information directly from their handsets
as well as being able to request AA recommended routes complete with any relevant traffic delays.
Orange customers are able to receive constantly updated traffic flow information displayed in colour,
and can scroll up and down affected segments of any UK motorway to see a colour-coded scale that
shows current traffic conditions.
Text TRAFFIC to shortcode 82085 GetMeThere.co.uk will send you a map, via WAP push, showing current traffic conditions in the area you are located for only £1!
A web based application offering a number of travel and
traffic related services.
ITIS currently supplies web based traffic and mobile
based traffic services.
Traffic Reports
• Fast desktop application• All major UK routes covered• Extra detail for UK traffic hotspots• Traffic alerts updated every 10 mins• Audio and visual alerts for traffic incidents
Automotive
• RDS-TMC sends live, real-time traffic information to the satellite navigation system - automatically, 24 hours a day.
• Information is sent via an FM radio signal that can be received even if the car radio is switched off.
• This constant supply of traffic information enables the satellite navigation system to give the driver advanced warning of congestion and traffic problems ahead.
• More importantly, because traffic information is integrated directly into the satellite navigation system, the driver is automatically given the unique option to take an alternative route to avoid the problem ahead - dynamic route guidance, at the touch of a button.
• Available in two formats: – Free – RDS-TMC – Conditional Access RDS-TMC
Radio Data Signal – Traffic Message Channel
RDS-TMC
ITIS currently provides “free” RDS-TMC services to over
120000 customers in the UK for over 15 different vehicle
brands including:
•Toyota
•Lexus
•Ford
•BMW
•Mercedes Benz
•Nissan
•Vauxhall (GM)
•Subaru
•Porsche
•ITIS are also launching an GPRS/RDS-TMC service for
personal navigation devices:
.
Radio Data Signal – Traffic Message Channel
RDS-TMC
Government
Government:Arterial traveller information
(Scottish Executive)
Government:Arterial traveller information
(Scottish Executive)
Government:Traffic Speeds and
Journey Times
• Sections can be aggregated by entire link to provide average link speeds and/or journey times.
• Mapped by 50m or 100m section of road in each direction
Network analysis
1Corley Services5810A12Staff ord Services1618202225Charnock Richard Services303234363840
42
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
M6 South Congestion % (All Days)
Percentage of readings below 55 kmph on weekdays
Time of the Day
Location
Journey Time Isochrones
TRANSPORT FOR LONDON
TRAFFIC ALERT GENERATOR
Other Government projects
• Highways Agency– Contracts to use historic data for modeling and network
monitoring
• Transport for London– Contract to use historic data for measuring network
performance and develop control room monitoring applications
• Hampshire County Council– Contract to use historic data for measuring network
performance and develop control room monitoring applications
Motoring organisations
Automobile association
• The AA is the UK's largest motoring organisation with over 12 million members.
• In May 2002 ITIS and Automobile Association Developments Limited, part of the Automobile Association (the AA) announced a significant strategic relationship.
• Under the terms of the deal, ITIS became responsible for supplying real time traffic flow information to AA Roadwatch, the leading provider of traffic and travel news in the UK.
• This relationship was strengthened in October 2002 when ITIS also became responsible for operating the AA's short dial IVR traffic information service under the AA Roadwatch brand, as well as providing real time traffic flow information to the AA's website.
• At the same time, the AA agreed to provide ITIS with location data from its AA patrol vehicle fleet, providing a valuable source of data for the ITIS Floating Vehicle Data system (FVD®).
The Road Timetable™The Road Timetable™
A development which utilises:• Road network congestion matrix• Unique routing method• Advanced route simulation
To provide a powerful timetabling solution for road transport operators
Altrincham to Oxford (152 miles)37mins (21%)
A B C20
18
56
41
19
13
12
06:50 07:4606:30
Depart:
‘Binwalking’‘Binwalking’
0
10
20
30
40
50
60
00:00
01:00
02:00
03:00
04:00
05:00
06:00
07:00
08:00
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
18:00
19:00
20:00
21:00
22:00
23:00
Link traverse time (mins)
‘Binwalking’‘Binwalking’
Link B to C Traverse Profile
20
18
56
41
40
13
12
06:50 07:4606:30
Depart:
08:26
‘Binwalking’‘Binwalking’
A B C
The Inputs
The Result
Scheduling & RoutingScheduling & Routing
When should I depart by?How long will it take?When is the best time to depart?
Process Schedules
Live delays
FV
D archive
Del
ay s
moo
thin
g
Which route should I take?Will I encounter problems?When will I arrive?
Pre-Departure
Are there problems ahead?Can I avoid them?Will I arrive on time?
Mid Journey
SummarySummary
• Road networks are predictable
• increased congestion calls for improved information
• the Road Timetable is the ‘engine’ to a new level of predictive routing, origin/destination analysis and scheduling applications
TRAFFIC INTELLIGENCE
Current Status
JournalisticJournalistic
GPSGPS
MobileMobile
TAGTAG™™TAGTAG™™
IVRIVRIVRIVR
HISTORICHISTORICDATADATA
HISTORICHISTORICDATADATA
WEBWEBPORTALSPORTALS
WEBWEBPORTALSPORTALS
WAP &WAP &SMSSMS
WAP &WAP &SMSSMS
RDS-TMCRDS-TMCRDS-TMCRDS-TMC
CFVDCFVDplatformplatform
CFVDCFVDplatformplatform
FVDFVDplatformplatform
FVDFVDplatformplatform
MapMap
Data sources Analysis platform Raw output Distribution
TAG TAG viewerviewer
Median vehicle velocity
5 min frequency
2.5/3G2.5/3G2.5/3G2.5/3G
Data Sources
• GSM– Advanced negotiations ongoing with two network operators.
• GPS– Outline access agreements to 2000 commercial vehicles agreed.
• Journalistic– Agreement in place with VicRoads
– Undergoing negotiations with RTA and Dept Main Roads of Qld.
– Agreement in place with major roadside assistance company.
• Mapping– Licence in place.
• Expect all initial supply agreements to be in place by Q4 2005.
Analysis platform and outputs
• Initial network analysis for CFVD to be undertaken by ITIS in the UK.
• Ongoing implementation to be undertaken by Traffic Intelligence in Australia.
• Data Centre (1) to be set up in Sydney• Data Centre (2) to be set up in Melbourne
• Expected to be output ready for– Melbourne by February 2006– Sydney by April 2006– All east Coast metro by July 2006– Australia wide by December 2006.
• Dependent upon customer funding
Conclusion
• Through the use of ITIS technology, by end 2006, Traffic Intelligence will be the ONLY national Australian provider of quality detailed real time and historic road traffic information generated through proven technology.
• This traffic information will provide:– Urban and rural travel times– Congestion indexing– Vehicle flow volumes– Origin/destination information– Network management and performance information– Incident information
• This information will in time be supplemented by videos of incidents (Drivecam)
• Due to the “imported” nature of the technology, Traffic intelligence is unable to access any state or federal grants to assist in implementation, so is keen to work with “foundation” clients.