Concept
of Operations and
Voluntary Operational Requirements
for
Lane Departure Warning Systems (LDWS)
On-board Commercial Motor Vehicles
|
July
2005 |
Foreword
The Federal Motor Carrier Safety Administration’s (FMCSA's) safety goal
is to reduce the number and severity of large truck fatalities and crashes.
During the last several years, FMCSA has collaborated with
the trucking industry to test and evaluate several on-board safety systems for
commercial motor vehicles to increase the safety and security of all roadway
users. FMCSA is now promoting voluntary adoption of these
systems within trucking fleets by initiating steps to work closely with the
trucking industry to define vendor-independent, voluntary requirements.
The purpose of this document is to relay a better understanding of the functions
of on-board safety systems for vehicle stability and to provide insight into
the safety and efficiency benefits of using the systems. This document describes
the concept of operations and voluntary requirements for Lane Departure Warning
Systems (LDWS) for large trucks greater than 10,000 pounds gross vehicle weight
rating (GVWR). Concepts of operations provide information about how each user
interacts with these safety systems and their operational conditions. Voluntary
requirements describe features and functions used to define the safety systems
and their operational functionality. The information has been developed in collaboration
with trucking industry stakeholders, including representatives from manufacturers,
insurance companies, commercial vehicle carriers, drivers and academia.
The results from this project can be used by motor carriers as system guidelines
for voluntary adoption of on-board safety systems within their trucking fleets.
This is a final report developed under FMCSA’s deployment of on-board
safety system program. It does not supersede an earlier report on the subject.
Notice
This document is disseminated under the sponsorship of the Department of Transportation
in the interest of information exchange. The United States Government assumes
no liability for its contents or use thereof.
This report does not constitute a standard, specification, or regulation.
The United States Government does not endorse products or manufacturers. Trade
or manufacturers' names appear herein only because they are considered essential
to the object of this document.
Acknowledgements
FMCSA wishes to acknowledge the efforts of those in the government, academia,
research institutions and industry who contributed their knowledge and expertise
to this effort. Those individuals include Carl Kirk and Robert Braswell of the
Technology and Maintenance Council; Marty Fletcher of US Xpress; Jim Kennedy
of McKenzie Tanklines; Ron Knipling, PhD of the Virginia Tech Transportation
Institute; Scott Claffey of Great West Insurance Company; Dave Melton of Liberty
Mutual Research Institute for Safety; Anne McCartt, PhD of the Insurance Institute
for Highway Safety; Rick Craig of the Owner Operators Independent Drivers Association;
Bill Gouse of the American Trucking Associations; Tom Moses of the Spill Center;
Bob Interbitzen of the National Private Truck Council; Mike Formica and Dean
Pomerleau, PhD of Assistware; Bill Patrolia of Iteris; Meny Benady of Mobileye;
Kevin Romanchok, Jim Szudy, and Richard Beyer of Bendix; Alan Korn, Richard
Romer, and Mike Lambie of Meritor WABCO; Greg Shipman of Delphi; Tom Mattox
of Eaton VORAD; Skip Yeakel of Volvo; Charlie Groeller of Mack Trucks; Paul
Menig of Freightliner; and Dan Murray of the American Transportation Research
Institute.
Technical Report
Documentation Page
1. Report
#
FMCSA-MCRR-05-005
|
2. Government
Accession # |
3. Recipient's
Catalog # |
4.
Title and Subtitle
Concept of Operations and Voluntary Operational Requirements for Lane
Departure Warning System (LDWS) On-board Commercial Motor Vehicles |
5. Report
Date
July 2005 |
6. Performing
Organization Code
|
7.
Author (s)
Amy Houser (FMCSA), John Pierowicz (Calspan Corp.), Dan Fuglewicz (Calspan
Corp.) |
8. Performing
Organization Report # |
9.
Performing Organization Name and Address
Calspan Corporation
4455 Genesee Street
Buffalo, NY 14225 |
10.
Work Unit # (TRAIS) |
11. Contract
or Grant #
DTMC75-03-F-00087 |
12.
Sponsoring Agency Name and Address
Federal Motor Carrier Safety Administration
Office of Research and Analysis
400 Virginia Ave. SW
Washington, DC 20024 |
13.
Type of Report and Period Covered
Technical Report -
October 2003-July 2005 |
14. Sponsoring
Agency Code
FMCSA |
15.
Supplementary Notes
This program was administered through the Federal Motor Carrier
Safety Administration (FMCSA). The FMCSA Program Manager is Mrs. Amy
Houser. |
16.
Abstract
The Federal Motor
Carrier Safety Administration’s (FMCSA's) safety
goal is to reduce the number and severity of large truck fatalities
and crashes. During the last several years,
FMCSA has collaborated with the trucking industry to test
and evaluate several on-board safety systems for commercial motor vehicles
to increase the safety and security of all roadway users.
FMCSA is now promoting voluntary adoption of these systems
within trucking fleets by initiating steps to work closely with the
trucking industry to define vendor-independent, voluntary requirements.
The purpose of
this document is to relay a better understanding of the functions of
on-board safety systems and to provide insight into the safety and efficiency
benefits of using the systems. The information has been developed in
collaboration with expert panels consisting of trucking industry stakeholders,
including representatives from manufacturers, insurance companies, commercial
motor vehicle carriers, drivers, and academia.
This document describes
the concept of operations and voluntary requirements for Lane Departure
Warning Systems (LDWS) for large trucks greater than 10,000 pounds gross
vehicle weight rating (GVWR). Concepts of operations provide information
about how each user interacts with these safety systems and their operational
conditions. Voluntary requirements describe features and functions used
to define the safety systems and their operational functionality.
|
17.
Keywords
Commercial Motor Vehicles, Heavy Trucks, Lane Departure, Safety Systems,
Tractor-Trailers |
18.
Distribution Statement
|
19. Security
Classif. (of this report)
Unclassified |
20. Security
Classif. (of this page)
Unclassified |
21. #
of Pages
22 |
22. Price |
|
Form DOT F1700.7 (8-72) |
Reproduction of complete page authorized. |
SI*
(MODERN METRIC) CONVERSION FACTORS
APPROXIMATE CONVERSIONS TO SI UNITS
Symbol |
When
You Know |
Multiply
By |
To
Find |
Symbol |
LENGTH |
In |
inches |
25.4 |
millimeters |
mm |
Ft |
feet |
0.305 |
meters |
m |
Yd |
yards |
0.914 |
meters |
m |
Mi |
miles |
1.61 |
kilometers |
km |
AREA |
in2 |
square inches |
645.2 |
square millimeters |
mm2 |
ft2 |
square feet |
0.093
|
square meters |
m2 |
yd2 |
square yards |
0.836 |
square meters |
m2 |
Ac |
acres |
0.405 |
hectares |
ha |
mi2 |
square miles |
2.59 |
square kilometers |
km2 |
VOLUME |
fl
oz |
fluid ounces |
29.57 |
milliliters |
ml |
Gal |
gallons |
3.785 |
liters |
l |
ft33 |
cubic feet |
0.028 |
cubic meters |
m3 |
yd3 |
cubic yards |
0.765 |
cubic meters |
m3 |
MASS |
Oz |
ounces |
28.35 |
grams |
g |
Lb |
pounds |
0.454 |
kilograms |
kg |
T |
short tons (2000 lbs) |
0.907 |
megagrams |
Mg |
TEMPERATURE
(exact) |
F
|
Fahrenheit |
5(F-32)/9 |
Celsius |
C |
|
temperature |
or (F-32)/1.8 |
temperature |
|
ILLUMINATION |
Fc |
foot-candles |
10.76 |
lux |
lx |
Fl
|
foot-Lamberts |
3.426 |
candela/m2 |
cd/m2 |
FORCE
and PRESSURE or STRESS |
Lbf |
pound-force |
4.45 |
newtons |
N |
Psi
|
pound-force per square inch |
6.89 |
kilopascals |
kPa |
|
APPROXIMATE CONVERSIONS FROM SI UNITS
Symbol |
When
You Know |
Multiply
By |
To
Find |
Symbol |
LENGTH |
mm |
millimeters |
0.039 |
inches |
in |
m |
meters |
3.28 |
feet
|
ft |
m |
meters |
1.09 |
Yards |
yd |
km |
kilometers |
0.621 |
miles |
mi |
AREA |
mm2 |
square millimeters |
0.0016 |
square inches |
in2 |
m2 |
square meters |
10.764 |
square
feet |
ft2 |
m2 |
square meters |
1.195 |
square yards |
yd2 |
ha |
hectares |
2.47 |
acres |
ac |
km2 |
square kilometers |
0.386 |
square miles |
mi2 |
VOLUME |
ml |
milliliters |
0.034 |
fluid ounces |
fl oz |
l |
liters |
0.264 |
gallons |
gal |
m3 |
cubic meters |
35.71 |
cubic
feet |
ft3 |
m3 |
cubic
meters |
1.307 |
cubic yards |
yd3 |
MASS |
g |
grams |
0.035 |
ounces |
oz |
kg |
kilograms |
2.202 |
pounds |
lb |
Mg |
megagrams |
1.103 |
short
tons (2000 lbs) |
T |
TEMPERATURE
(exact) |
C
|
Celsius |
1.8
C + 32 |
Fahrenheit |
F |
|
temperature |
|
temperature |
|
ILLUMINATION |
lx |
lux |
0.0929 |
foot-candles |
fc |
cd/m2
|
candela/m2 |
0.2919 |
foot-Lamberts |
fl |
FORCE
and PRESSURE or STRESS |
N |
newtons |
0.225 |
pound-force |
lbf |
kPa
|
kilopascals |
0.145 |
pound-force
per square inch |
psi
|
|
* SI is the symbol for
the International System of Units. Appropriate rounding should be made to
comply with Section 4 of ASTM E380.
1. INTRODUCTION
The Federal Motor Carrier Safety Administration’s (FMCSA's)
safety goal is to reduce the number and severity of large truck fatalities and
crashes. During the last several years, FMCSA
has collaborated with the trucking
industry to test and evaluate several on-board safety systems for commercial
motor vehicles to increase the safety and security of all roadway users. FMCSA
is now promoting voluntary adoption of these systems within trucking fleets
by initiating steps to work closely with the trucking industry to define vendor-independent,
voluntary requirements for these systems.
The purpose of this document is to relay a better understanding
of the functions of on-board safety systems and to provide insight into the
safety and efficiency benefits of using the systems. This information was developed
in collaboration with expert panels consisting of trucking industry stakeholders,
including representatives from manufacturers, insurance companies, commercial
motor vehicle carriers, drivers, and academia.
This document describes the concept of operations and voluntary
requirements for Lane Departure Warning Systems (LDWS) for large trucks greater
than 10,000 pounds gross vehicle weight rating (GVWR). Concepts of operations
provide information about how each user interacts with these safety systems
and their operational conditions. Voluntary requirements describe features and
functions used to define the safety systems and their operational functionality.
This document discusses vision-based LDWS provided by manufacturers,
such as:
- AssistWare Technology
- Delphi Electronics and Safety
- Iteris
- Mobileye NV
Appendix A lists the commercial off-the-shelf (COTS) systems
that currently exist or will be soon released to the market. United States Department
of Transportation (USDOT) websites that contain further information
on governmental research, testing and evaluation of
LDWS include:
www.its.dot.gov/ivi/ivi.htm
www.fmcsa.dot.gov/safetyprogs/research/researchpubs.htm
2. CONCEPT OF OPERATIONS
Description - Lane
Departure Warning Systems
LDWS are in-vehicle electronic systems that monitor the position of a vehicle
within a roadway lane and warn a driver if the vehicle deviates or is about
to deviate outside the lane. Currently available LDWS are forward looking, vision-based
systems that use algorithms to interpret video images to estimate vehicle state
(lateral position, lateral velocity, heading, etc.) and roadway alignment (lane
width, road curvature, etc.). LDWS warn the driver of a lane departure when
the vehicle is traveling above a certain speed threshold and the vehicle’s turn
signal is not in use. In addition, LDWS notify the driver when lane markings
are inadequate for detection, or if the system malfunctions.
LDWS do not take
any automatic action to avoid a lane departure or to control the vehicle; therefore,
drivers remain responsible for the safe operation of their vehicles. When the
vehicle is traveling in close proximity to the center of the lane it is with
the systems “no warning zone”, the system does not issue any position
warnings. As the vehicle deviates from the no warning zone the system calculates
the time for the vehicle to exit the lane. The LDWS calculates an earliest and
latest warning line. As shown in Figure 1, the “earliest warning line”
is inside the lane boundary and the “latest warning line” is outside
the lane boundary. The “warning threshold placement zone” is the
area between the earliest warning lines and the latest warning lines. Whenever
the vehicle crosses out of the no warning zone into the zone between the earliest
warning line and latest warning line, the LDWS issues a lane departure warning.
Figure 1 illustrates these warning thresholds.
Figure 1. LDWS Warning Thresholds and Warning Threshold
Placement Zones
(For illustration only – not to scale.)
Some of these LDWS may be installed directly by the fleets as an aftermarket
accessory, while other LDWS are installed by truck Original Equipment Manufacturers
(OEMs) when the vehicles are manufactured. As technology advances, new features
and components may be added to these systems.
Crash Prevention
LDWS can help prevent single vehicle roadway departure, lane change/merge,
and rollover crashes:
- Single vehicle roadway departure –
LDWS issue a warning as the truck crosses the shoulder lane marking.
Without the system, the truck may be driven off the shoulder and crash into
off-road obstacles (e.g., light poles, signs, guardrails, trees, and stopped
vehicles) or roll over. Data derived from the 2003 General Estimates System
(GES) indicates that 13,000 roadway departure crashes involving large trucks
occurred in 2003, resulting in 90 fatalities.[1]
- Lane change/merge –
LDWS issue a warning as the truck crosses center lane markings on
multi-lane roadways, including solid lines, double lines, dotted lines, dashed
lines, and raised pavement markers (Bott’s Dots). Without the system, the
truck may be driven into an adjacent lane, resulting in a head-on or sideswipe
collision.
- Rollovers – LDWS
may also prevent some crashes that would be categorized as rollover crashes.
For example, if the vehicle drifts out of the lane onto the shoulder, the
truck could roll over if a sudden recovery maneuver is made. A truck may also
roll over due to any recovery maneuver involving a high lateral velocity (rate
of departure), requiring a relative large amplitude and/or rapid steering
action.
LDWS may also:
- Assist the driver in consistently keeping a vehicle in the lane, thereby
reducing lane-departure crashes.
- Encourage the driver to use turn signals when changing lanes (otherwise,
a lane-departure warning sounds).
- Reinforce driver awareness of vehicle position in the lane to maintain
a more central lane position and improve the driver’s attentiveness to the
driving task.
LDWS cannot prevent
all single vehicle roadway departure crashes. These are warning devices and
do not actively prevent crashes–they warn the driver so he/she can maneuver
the truck to prevent a crash. For example, crashes involving vehicle loss of
control due to slippery roads and excessive speed on turns would not be prevented
with these systems. Also, the systems will not prevent crashes due to intentional
lane changes, which involve the driver’s failure to see another vehicle in the
adjacent lane. These crashes can be caused by a driver’s failure to look or
by an adjacent vehicle being in a blind spot. (Some collision warning systems
(CWS) have blind spot sensors to help prevent these types of crashes.) Yet,
the use of LDWS provides
immediate warnings to drivers regarding unintentional lane departure events,
which may improve driving performance over time.
Operations
and Users
This section describes how drivers, fleet managers, and fleet maintenance personnel
interact with LDWS and potential benefits that each stakeholder may realize
with these systems.
The commercial vehicle population is comprised of a wide variety of vehicle
types and uses. At a high level, two types of vehicles are predominant, combination
vehicles (tractors-trailers) and straight trucks. These two types of vehicles
have very different operating characteristics. In general, straight trucks tend
to be used in a more local setting and provide deliveries of goods and services
to customers generally within a 50 to 100 mile radius of their base of operations.
Combination vehicles are more often utilized in regional and long distance applications,
and account for about 30% of total commercial vehicles, but 65% of the commercial
vehicle miles traveled. Due to their high mileage exposure and severity of crashes,
combination-unit trucks have the highest crash cost per vehicle over the operational
life of the vehicle.[2]
The trucking industry is actually a broad collection of many industries, each
with operating characteristics as diverse as the industries they service. Segmentation
of the trucking industry is often based on the size of fleets, the geographic
range of its operations and the commodities hauled. Usually one characteristic
is not adequate to describe a particular segment, but rather combinations of
characteristics are required to best describe operations. For example, there
may be a trucking firm with a large fleet providing package delivery type service
to a relatively small geographic area, while there may be a single truck company
that provides general freight services to all states in the continental United
States.
The movement of goods by truck is conducted on all types of roads, at all hours
of the day, and in all types of driving conditions. Since unintentional lane
departures can occur along any route, many fleet types may benefit from using
LDWS. Yet, they may
be most promising for trucks with high mileage accumulated over their operational
life or that operate under conditions that may present driving challenges such
as nighttime, limited visibility due to weather, congestion, or roadways of
geometry or configuration that can be difficult to negotiate.
Drivers
Drivers are the primary LDWS users, as described in the following daily operational
scenarios:
Normal system startup operation – When the driver turns
the ignition switch to start the vehicle, the LDWS performs a power-up self-test,
and the driver scans the warning indicator to determine any system malfunctions.
If necessary, the driver may alert fleet maintenance for corrective action.
When the vehicle reaches the minimum LDWS tracking speed on a roadway with
lane boundary markings, lane tracking begins. The driver can scan the LDWS
tracking indicator to verify that lane tracking has commenced.
Warning/alert situations – When traveling at or above the
minimum LDWS tracking speed, a driver may unintentionally drift out of the
lane. Then, the LDWS issues a warning at the LDWS warning threshold.
System fault conditions – When the LDWS
cannot track the lane or a system fault occurs, the driver is notified via
the lane-tracking indicator. This inability to track lanes may be due to a
lack of lane markings, poor quality of lane markings, poor visibility, or
a dirty/icy windshield. Although LDWS cameras typically
view the road through a portion of the windshield swept by the wipers, the
driver can manually clean the windshield area in front of the LDWS
camera to see if the LDWS begins to track. Some
LDWS may display various messages when certain types of faults or
other conditions are detected, such as “Calibration in Progress”.
Various road types and conditions – A driver may encounter
several types of roads and conditions where these systems perform optimally,
but some conditions limited the devices, especially when lane markings cannot
be well-detected.
Well-Marked Roads – The most commonly encountered roadway
markings include single and double solid lines, dashed and dotted lines,
and raised pavement markers (Bott’s dots) where LDWS should detect lane
departures and issue warnings to a driver traveling over the minimum tracking
speed.
Roads With Missing or Degraded Lane Boundary Markers –
If lanes have missing or degraded lane markings, the driver may not receive
a warning as the vehicle progresses outside of the lane, depending on the
particular LDWS used. On roads with only one set of markers, the driver
should receive a warning when the warning threshold is crossed on that side,
even if the system cannot detect the lane boundary on the other side.
Delivery Points, Arterials, and Collectors – Currently
available LDWS will not operate at delivery points and roads where the truck
travels at speeds below the minimum LDWS tracking speed. Currently available
LDWS are geared primarily for highway driving and will not function at lower
speeds associated with some local roads. As a result, the LDWS would notify
drivers that the system is operational, but it is not providing warnings
under these conditions.
Wet Roads – Due to reflections on wet road surfaces, LDWS
may occasionally be unable to detect lane markings; however, the lane-tracking
indicator will show that the system is not providing warnings under these
conditions.
Mud-/Ice-/Snow-Covered Roads – When lane markings are
not visible on roads covered by mud, ice, or snow, the lane tracking indicator
will show that the system is inactive. LDWS may be beneficial in low visibility
conditions (e.g., rain, fog, and falling snow) when lane markings are present.
Fleet Management
Fleet managers are responsible for all administrative, financial, and operational
aspects of the fleet. Safety officers focus on the fleet’s operational safety
issues and examine the safety aspects of the fleet’s vehicles in accordance
with USDOT safety regulations. They also work with drivers to provide safety
and operational training, verify that drivers are complying with safety regulations,
and examine how well drivers operate their vehicles (e.g., logging accidents,
traffic infractions, etc.).
These personnel examine various types of available safety equipment, evaluate
the equipment, justify the purchase of all equipment, determine the overall
effectiveness of this equipment, and calculate the return on investment (ROI)
for their fleet. They work with the maintenance department and drivers to explain
LDWS benefits. Fleet managers may obtain operational data (e.g., number of lane
departures) from LDWS via the in-vehicle network, and analyze the data to determine
any systemic problems with their fleet operations (e.g., disproportionate number
of lane departures with certain drivers, high number of lane departures on certain
routes) and to use for driver training. Research has indicated that the monitoring
of driver behavior may have a positive effect on driver and fleet safety.[3] In
the Fatigue Management Technology Pilot Test, drivers’ opinions were positive
towards the use of the LDWS deployed in this test, and the results of this specific
test showed that drivers prefer vehicle monitoring versus driver monitoring
as a means of driver feedback.[4]
Maintenance
Management and Installation
Maintenance managers and service technicians are responsible for the proper
functioning of all equipment installed on the fleet’s vehicles and for installing
and maintaining LDWS on the fleet. They support fleet management by collecting
operational data on the reliability of LDWS and how well LDWS suppliers work
with the fleet to resolve any problems if LDWS are not supplied directly by
the truck OEMs.
LDWS have different installation requirements for each vehicle type. Depending
on the system, LDWS may be installed by a truck OEM or as an aftermarket accessory
by the fleet or other service personnel.
When the currently available vision based LDWS is installed
by a truck OEM,
the LDWS camera location and mounting bracket attachment
method are similar for each vehicle type. The
OEM provides dedicated wiring harnesses for the connection between
the LDWS and the vehicle. If necessary, the
OEM enters system settings, such as the height of the camera from
the ground, and the position of camera relative to the middle of the windshield,
to configure the system for proper operation.
When the currently available vision based LDWS is installed
as an aftermarket accessory, the LDWS camera must be properly
oriented, pointing directly toward the middle of the lane and angled slightly
downward, as described in the user’s manual. Then, key parameters are entered
into the system, including the height of the camera from the ground and the
position of the camera relative to the middle of the vehicle.
3. VOLUNTARY REQUIREMENTS
The voluntary requirements included in the following sections define fundamental
LDWS features and the ability of LDWS to withstand the electrical and environmental
extremes commonly found on commercial vehicles.
The types of voluntary requirements for LDWS include:
- Functional Requirements
- Data Requirements
- Hardware and Software Requirements
- Driver Vehicle Interface (DVI) Requirements
- Maintenance and Support Requirements
LDWS manufacturers may include additional functions and
features that may be useful beyond minimum LDWS functionality;
the operational features that fall into this category are labeled with the term
“OPTIONAL”. However, in all cases,
LDWS must comply with all existing
FMCSA Safety Regulations. The requirement numbering system designates
optional features with a “T” and system defining requirements with an “R”.
3.1 Functional
Requirements
Functional requirements refer to the basic functionality and operation of LDWS.
R1-1 |
LDWS
should perform a self-test that checks all major system sensors and components,
operate within 30 seconds of starting the vehicle, and relay the results
of the self-test to the driver indicating whether the system is operational.
|
R1-2 |
LDWS should detect vehicle position relative to following types of
visible lane boundaries:
- Solid and dashed painted lines
- Single and double painted lines
- Yellow and white painted lines
- Raised pavement markers (Bott’s dots)
- Lines with and without reflectors/reflective material
|
R1-3 |
LDWS should issue warnings, detect vehicle position relative to visible
lane boundaries, and track lane boundaries when the vehicle is traveling
at or above a speed of 60 kilometers per hour (kph) (37 miles per hour (mph)).
|
R1-4 |
LDWS should issue warnings, detect vehicle position relative to visible
lane boundaries, and track lane boundaries where lane markings are clearly
visible in daylight (sunny/cloudy), nighttime (with and without streetlight
illumination), and twilight (sunrise/sunset) lighting conditions.
|
R1-5 |
LDWS should use warning thresholds to determine when the vehicle departs
a lane, or is about to leave the lane. At least one warning threshold should
be established for each side of the lane and should be optimized for the
specific type of commercial motor vehicle, such that nuisance alarms are
minimized and threshold warnings are given in time for the driver to make
a correction.
|
R1-6 |
LDWS should be able to track lane boundaries and issue
warnings within ±0.1 meter (±4 inches) from the warning thresholds when
the vehicle's rate of lane departure is < 0.8 m/s (2.6 ft/s).[5]
|
R1-7 |
LDWS should be able to track the lane boundary that the vehicle is heading
towards 95% of the time on dry straight roads when lane boundary markings
of the types listed in R1-2 are present.
|
R1-8 |
LDWS should be able to issue lane departure warnings 95% of the time,
for both left and right lane departures, on dry straight roads when lane
boundary markings of the types listed in R1-2 are present.
|
R1-9 |
LDWS should issue lane departure warnings on straight roadways as described
in R1-8. LDWS should also issue warnings when at least
one of the roadway curvature test conditions listed in Table 1 is encountered.[6]
Table 1
LDWS Warning Curved Roadway Test Conditions
Condition |
Road
Curvature Radius |
Condition
Operating Speed |
1
(Metric Units) |
>
250 m |
|
1
(English Units) |
>
820 feet |
|
2
(Metric Units) |
>
500 m |
|
2
(English Units) |
>
1640 feet |
|
|
R1-10 |
LDWS should not issue warnings for lane departures when the driver uses
the vehicle’s turn signal in the intended direction of the lane change.
|
R1-11 |
LDWS should function properly when the windshield wipers are operating.
|
T1-1 |
OPTIONAL – LDWS may issue directional warnings to alert
the driver to which side of the lane the vehicle is drifting. A directional
warning may be audible, such as rumble strip sounds in left or right in-cab
speakers, or tactile.
|
T1-2 |
OPTIONAL – When driving along a curve, LDWS may move
the warning threshold farther out, allowing “curve cutting” behavior. However,
the warning threshold should not be placed beyond the latest warning line.
Curve cutting is the act of driving to the inside of a curved section of
roadway or taking a small shortcut across the curve.
|
T1-3 |
OPTIONAL – LDWS may provide a warning based on the analysis
of Time to Lane Crossing (TLC). In this mode, the warning is issued prior
to the actual crossing of the warning line. Lateral vehicle motion may be
analyzed to calculate the TLC value.
|
T1-4 |
OPTIONAL –
LDWS may provide a differential warning based on the type of lane
boundary (e.g., solid or dashed). The difference may be observed in the
volume or length of the alert.
|
T1-5 |
OPTIONAL – LDWS may provide a warning upon crossing a
road edge in absence of lane markings, or suppress it.
|
T1-7 |
OPTIONAL – LDWS may report system fault conditions on
construction areas where multiple or conflicting lane boundaries exist.
|
T1-8 |
OPTIONAL – LDWS may issue warnings when turn signals
are left on for more than a pre-specified threshold period.
|
3.2 Data Requirements
This section defines the format of data generated by or can be obtained directly
in real-time from LDWS. Two Society of Automotive Engineers (SAE) standards
specify in-vehicle data communication in heavy trucks:
- SAE J1587, “Electronic Data Interchange between Microcomputer Systems in
Heavy-Duty Vehicle Applications” (message definition for the J1708 data bus),
or
- SAE J1939-71, “Recommended Practice for Control and Communications Network
for On-Highway Equipment – Vehicle Application Layer”
The data may be obtained via the On-Board Diagnostic (OBD) connector from one
of the in-vehicle data networks, J1708 or J1939, as defined by their respective
Society of Automotive Engineers (SAE) standards.
T2-1 |
OPTIONAL – LDWS may have the capability
to store operational data for providing driving feedback to drivers. |
3.3 Hardware and Software
Requirements
Hardware and software requirements deal directly with the detailed functionality
of the hardware, environmental and electrical concerns, mounting/installation
issues, and software design. Figure 2 illustrates the major functional components
and interfaces of LDWS, as described in the following section. It shows the
inter-relationship of the LDWS components. The electronic control unit (ECU)
accepts data from the lane boundary sensor. Through the vehicle network (J1708
or J1939), the ECU monitors the turn signal status and engine power. The output
of the system is a status indicator and, when necessary, a warning, which appear
on the driver-vehicle interface.
Figure
2
LDWS Major Functional
Components
Typical System
Hardware
This section describes the functionality of the primary physical components
of LDWS. They refer to the functional blocks shown in Figure 2.
R3-1 |
Lane Boundary Sensor – A lane boundary sensor
should detect vehicle position relative to visible lane boundaries and track
lane boundaries. If the detector is a vision-based system, the image of
lane boundaries may be black and white or color and may be transferred in
either digital or video format.
|
R3-2 |
Electronic Control Unit (ECU) – The
LDWS ECU should
process data from lane boundary sensors to establish whether the vehicle
is within the no warning zone or has crossed a warning threshold. The LDWS
ECU should detect when the vehicle drifts toward an unintended (no active
turn signal) lane change and automatically emit a warning for the driver
to make a correction.
|
R3-3 |
Driver Vehicle Interface – LDWS should provide a Driver
Vehicle Interface (DVI) for the driver to interact with the system. The
LDWS DVI consists of controls, indicator lights, and audio sources used
by the driver for LDWS operation. The LDWS DVI may include an alphanumeric
or graphical display. See Section 3.4 for additional DVI requirements.
|
R3-4 |
Turn Signal Status –
LDWS should monitor the turn signal’s status and issue lane departure
warnings only when the driver does not use the vehicle’s turn signal in
the intended direction of the lane change.
|
R3-5 |
Vehicle Power – Vehicle power should provide power to
LDWS.
|
R3-6 |
Driver Warning – LDWS should provide a warning to the
driver when the vehicle drifts out of the lane or is about to leave the
lane. This warning can be audible, visual, or tactile.
|
R3-7 |
Visual Status Indication – LDWS should self-diagnose
a failure and provide a visual indication to alert the driver of the system
status, which includes operational/non-operational, tracking/not-tracking,
and system fault conditions.
|
T3-1 |
OPTIONAL – Vehicle Network –
LDWS may use the in-vehicle data network ( SAE
J1708 or J1939) for data communication to data recording or diagnostic devices. |
Environmental
Requirements
The SAE has developed a comprehensive standard that describes various aspects
of the heavy truck environment in its J1455 standard, which includes procedures
to verify system compliance.
R3-8 |
LDWS should meet the environmental requirements
as stated in the most recent version of the following SAE standard:
SAE Standard J1455, “Joint SAE/
Technology and Maintenance Council (TMC) Recommended Environmental
Practices for Electronic Equipment Design (Heavy-Duty Trucks)”.
The following environmental aspects are covered by the standard: |
|
- Altitude
- Fungus
- Mechanical Shock
- Mechanical Vibration
- Relative Humidity
|
- Temperature
- Salt Spray Atmosphere
- Immersion and Splash
- Steam Cleaning and Pressure Washing
- Dust, Sand, and Gravel Bombardment
|
Electrical
Requirements
In a truck’s electrical power distribution system, the system voltage may vary,
electrical noise may be generated by the alternator, and various types of transients
may momentarily place over 100 volts direct current (VDC) on the electrical
distribution system’s wiring. In addition, electrostatic discharge into the
system may occur from a buildup of static electricity. Since LDWS may be connected
to the electrical power distribution system, they should function normally throughout
all of these perturbations without damage.
R3-9 |
LDWS should meet the electrical requirements as stated
in most recent version of the following SAE standards:
SAE Standard J1455, “Joint SAE/ TMC Recommended Environmental Practices
for Electronic Equipment Design (Heavy-Duty Trucks)”.
SAE Standard J1113, “Electromagnetic Compatibility Measurement Procedures
and Limits for Vehicle Components (Except Aircraft) (60 Hz to 18 GHz)”.
The following environmental aspects are covered by the standards:
- Steady State Electrical Characteristics
- Transient Electrical Characteristics
- Electromagnetic Susceptibility
- Electromagnetic Emission
|
R3-10 |
LDWS data should not be destroyed nor corrupted during a power surge.
|
Mounting and
Installation Requirements
Mounting and installation requirements include all aspects related to the installation
of LDWS hardware onto the vehicle. There are no specific requirements pertaining
to system size or weight.
R3-11 |
If sensors, such as vision-based LDWS
cameras are mounted in the swept area of the windshield, they should be
small enough to preclude obstructing a driver’s vision.
|
R3-12 |
LDWS sensor mounting should isolate sensors, such as vision-based LDWS
cameras, from mounting surface vibrations. |
R3-13 |
All LDWS cables, connectors, and components should be rated for automotive
duty as defined by the SAE and be appropriate for their operational environment
(e.g., LDWS components mounted on the exterior of the vehicle should be
rated for exterior duty).
|
R3-14 |
Major LDWS components, other than cabling or small mounting components,
should be marked with the manufacturer’s identification.
|
Software Requirements
Software requirements refer to the embedded software that runs in LDWS and
controls all LDWS functionality. The microcontroller or microprocessor continuously
runs LDWS software when the system is active.
T3-2 |
OPTIONAL –
LDWS may include software for downloading ASCII data files that
can be easily read into a statistical, database, or spreadsheet software
package.
|
T3-3 |
OPTIONAL – The embedded software of LDWS may be field
upgradeable via the in-vehicle network connection (i.e., J1587 or J1939)
or other common data interface (e.g., RS-232 or USB). |
3.4 Driver Vehicle
Interface Requirements
These requirements define LDWS interface with the driver, which includes indicators,
displays, and warning methods. The National Highway Traffic Safety Administration
(NHTSA) Federal Motor Vehicle Safety Standard 101 (FMVSS 101) should be used
as a guide for LDWS indicators.
R4-1 |
LDWS
should issue an audible or tactile warning when the vehicle crosses the
warning threshold.
|
R4-2 |
LDWS should include a visual indicator to indicate when the system is
not tracking the vehicle’s position in the lane. This status may be indicated
by an instrument panel warning light or an indicator that is integral to
LDWS. |
R4-3 |
LDWS should use a visual indicator to indicate that the system is operational
and ready to function. This status may be indicated by an instrument panel
warning light or an indicator that is integral to LDWS. |
R4-4 |
LDWS should use a visual or audible indicator to indicate a system failure
or malfunction. This status may be indicated by an instrument panel warning
light or an indicator that is integral to LDWS. |
R4-5 |
LDWS indicators should be clearly discernable in direct sunlight and
at night. |
T4-1 |
OPTIONAL – LDWS may graphically indicate on a user interface
display the vehicle’s position relative to both lane boundaries, and to
which side of the lane a departure occurs. |
T4-2 |
OPTIONAL – LDWS may graphically indicate on a user interface
display when lane tracking is not being performed, and may indicate which
side is or is not tracking. |
T4-3 |
OPTIONAL – LDWS may provide a directional or non-directional
tactile warning (e.g., rumble seat) to indicate a lane departure in the
left or right direction. |
T4-4 |
OPTIONAL – LDWS may allow the volume of the audible
warnings to be adjusted, but not below a minimum sound level of 65 dBA.[7] |
T4-5 |
OPTIONAL – LDWS may graphically indicate on a user interface
display how well the vehicle is centered in the lane on a time-averaged
basis. |
T4-6 |
OPTIONAL – LDWS may provide operational or diagnostic
messages or codes such as “System Operational”, “Lane Tracking Active”,
or “Clean Windshield” on an alphanumeric display to alert the driver of
specific faults, conditions, or concerns. |
3.5 Maintenance
and Support Requirements
Maintenance and support requirements include functionality/features that should
be provided to ensure LDWS will be operated correctly and properly maintained.
R5-1 |
The only driver maintenance LDWS should require is maintaining
a clean windshield and camera lens for vision-based LDWS. |
R5-2 |
LDWS should
automatically maintain calibration on a particular vehicle to compensate
for normal or expected changes in vehicle loading (e.g., full/empty gas
tank, truck with/without trailers, with/without cargo, and one or more passengers). |
R5-3 |
An operator’s manual or other document should supply a user procedure
to verify that LDWS are calibrated and functional. |
R5-4 |
Users should be provided with a manual and training for LDWS. All application
software programs should include installation instructions and user manuals. |
R5-5 |
At a minimum, the user's manual should include information on the minimum
vehicle speed at which LDWS operate, the types of markings LDWS can track,
and the types of indicators used to inform drivers LDWS are functioning
properly and tracking the lane. |
T5-1 |
OPTIONAL – Video, audio, or computer-based training material
may be provided for fleet management and/or drivers. |
T5-2 |
OPTIONAL - LDWS may be transferable from one vehicle
to another. Forced recalibration and/or resetting of system parameters may
be necessary when LDWS are transferred between vehicles. |
4. ACRONYMS
Acronym |
Definition |
ASCII |
American Standard Code for Information Exchange |
COTS |
Commercial Off-The-Shelf |
CWS |
Collision Warning Systems |
DVI |
Driver-Vehicle Interface |
ECU |
Electronic Control Unit |
FMCSA |
Federal Motor Carrier Safety Administration |
FMVSS |
Federal Motor Vehicle Safety Standard |
FOT |
Field Operational Test |
GES |
General Estimates System |
GVWR |
Gross Vehicle Weight Rating |
HMI |
Human Machine Interface |
ISO |
International Standards Organization |
kph |
Kilometers per Hour |
LDTS |
Lane Detection and Tracking Subsystem |
LDW |
Lane Departure Warning |
LDWS |
Lane Departure Warning System(s) |
L/SH |
Local/Short-Haul |
LH |
Long-Haul |
LED |
Light Emitting Diode |
mph |
Miles per Hour |
NHTSA |
National Highway Traffic Safety Administration |
OBD |
On-Board Diagnostic |
OEM |
Original Equipment Manufacturer |
ROI |
Return on Investment |
SAE |
Society of Automotive Engineers |
TLC |
Time to Lane Crossing |
TMC |
Technology and Maintenance Council |
USB |
Universal Serial Bus |
USDOT |
United States Department of Transportation |
VDC |
Volts Direct Current |
5. REFERENCES
[1]The General Estimates System is directed
by the National Center for Statistics and Analysis, which is a component of
The Office of Research and Development in NHTSA. Data for GES come from a
nationally representative sample of police reported motor vehicle crashes
of all types, from minor to fatal. The system began operation in 1988, and
was created to identify traffic safety problem areas, provide a basis for
regulatory and consumer initiatives, and form the basis for cost and benefit
analyses of traffic safety initiatives. The information is used to estimate
how many motor vehicle crashes of different kinds take place, and what happens
when they occur.
[return to report]
[2]Wang, J.S.; Knipling, R.R.; and Blincoe,
L.J. The Dimensions of Motor Vehicle Crash Risk. Journal of Transportation
and Statistics. Volume 2, No. 1, pp. 19-43, ISSN 1094-8848, May 1999.
[return to report]
[3]Knipling, R.R.; Boyle, L.N.; Hickman,
J.S.; York, J.S.; Daecher, C.; Olson, E.C.B.; and Prailey, T.D. Synthesis
Report # 4: Individual Differences and the High-Risk
Commercial Driver. Project Final Report, Transportation Research Board
Commercial Truck and Bus Synthesis Program. ISSN 1544-6808,
ISSN 0-309-08810-0, available at http://trb.org/news/blurb_browse.asp?id=11,
2004.
[return to report]
[4]Dinges, David F.; Maislin, Greg; Brewster,
Rebecca; Krueger, Gerald P.; and Carroll, Robert, J. “Pilot Test of
Fatigue Management Technologies", Paper No.
05-1234, TRB 2005 Annual Meeting.
[return to report]
[5]International Standard:
ISO/CD17361 5.2. Intelligent Transport Systems - Lane Departure
Warning Systems - Performance Requirements and Test Procedures. June
23, 2003.
[return to report]
[6]International Standard:
ISO/CD17361 5.2. Intelligent Transport Systems - Lane Departure
Warning Systems - Performance Requirements and Test Procedures. June
23, 2003.
[return to report]
[7]For reference: 90 dBA = heavy truck
at 10m, 80 dBA = curbside of busy street, 70 dBA = car interior, 60 dBA =
normal conversation at 1m (3.28 ft.), and 50 dBA = office noise.
[return to report]
Dinges, David F.; Maislin, Greg; Brewster, Rebecca; Krueger, Gerald P.; and
Carroll, Robert, J. “Pilot Test of Fatigue Management Technologies",
Paper No. 05-1234, TRB 2005
Annual Meeting.
Draft International Standards Organization (ISO) Standard ISO/CD17361, “Intelligent
Transport Systems, Lane Departure Warning Systems – Performance Requirements
and Test Procedures”, June 23, 2003.
Insurance Institute for Highway Safety, “Request for Comments on Proposal
for Pilot Program, Younger Commercial Driver Pilot Training Program”, Docket
No. FMCSA-2000-8410,
May 21, 2001.
SAE Standard J1113, “Electromagnetic Compatibility Measurement Procedures
and Limits for Vehicle Components (Except Aircraft) (60 Hz to 18 GHz)”, July
1995.
SAE Standard J1455, “Joint SAE/ TMC Recommended Environmental Practices for
Electronic Equipment Design (Heavy-Duty Trucks)”, August 1994.
SAE Standard J1587, "Electronic Data Interchange between Microcomputer Systems
in Heavy-Duty Vehicle Applications", February 2002.
SAE Standard J1708, "Serial Data Communications between Microcomputer Systems",
October 1993.
SAE Standard J1939-71, "Recommended Practice for Control
and Communications Network for On-Highway Equipment – Vehicle Application
Layer", September 2002.
Wang, J.S.; Knipling, R.R.; and Blincoe, L.J. The Dimensions of Motor Vehicle
Crash Risk. Journal of Transportation and Statistics. Volume 2, No. 1, pp.
19-43, ISSN 1094-8848, May 1999.
Wierwille, W.W.; Lewin, M.G.; and Fairbanks, R.J. III. Final Report: Research
on Vehicle-Based Driver Status/Performance Monitoring; Part I. Vehicle Analysis
and Simulation Laboratory, Virginia Polytechnic Institute and State University,
Publication No. DOT HS 808 638, September 1996.
Wierwille, W.W.; Lewin, M.G.; and Fairbanks, R.J. III. Final Report: Research
on Vehicle-Based Driver Status/Performance Monitoring; Part II. Vehicle Analysis
and Simulation Laboratory, Virginia Polytechnic Institute and State University,
Publication No. DOT HS 808 638, September 1996.
Wierwille, W.W.; Lewin, M.G.; and Fairbanks, R.J. III. Final Report: Research
on Vehicle-Based Driver Status/Performance Monitoring; Part III. Vehicle Analysis
and Simulation Laboratory, Virginia Polytechnic Institute and State University,
Publication No. DOT HS 808 638, September 1996.
A. APPENDIX A –
COMMERCIAL OFF-THE-SHELF LDWS
The following Commercial Off-the-Shelf (COTS)
LDWS are currently available:
AssistWare Technology (www.assistware.com)
– The “SafeTRAC Drowsy Driver Warning System” includes a digital camera and
an image processing/user display unit. The user display contains an alphanumeric/graphical
display to indicate vehicle position in the lane and to provide an alertness
measure that indicates a driver’s consistency in maintaining a vehicle’s position
within the lane. The system includes an audible lane departure warning and
ability to control vibrating (haptic) seats as an auxiliary warning device.
The system’s warning thresholds and warning volume are adjustable. The system
detects visual lane markings and can estimate some lane boundaries when visual
lane markings are not present. The system is available as either a factory-installed
or an aftermarket system.
Delphi Electronics and Safety (www.delphi.com)
– The “Delphi Lane Departure Warning System” can be installed by Original
Equipment Manufacturers (OEMs) or aftermarket consumers
on passenger cars and large commercial vehicles. The Delphi LDWS
includes a forward-looking camera, image-processing unit, and human machine
interface (HMI), such as a graphical driver display. Functionally, the system
is a combination of three distinct parts. The Lane Detection and Tracking
Subsystem (LDTS) detects and tracks the lane boundaries. Results of this process
are passed to the Warning Subsystem, which determines if and when a lane departure
warning should be issued. Warning requests are sent to the HMI Subsystem,
which provides the alerts to the driver. The system has a visual directional
warning and an audible alert signal whose particular sound can be customized
for OEMs. The system also has the ability to control tactile warnings. The
warning threshold can be calibrated (i.e., customized) to satisfy a fleet
company's requirement. The system is now in development. It is expected to
be released Q3 2005.
Iteris – (www.iteris.com)
The “Auto Vue™ Lane Guidance, Lane Departure Warning System” includes
a digital camera and an image processing unit. A green light emitting diode
(LED) indicates system status; a yellow
LED indicates whether the system is tracking the lane. The system
has a directional audible lane departure warning and the ability to control
haptic seats as an auxiliary warning device. The warning thresholds are not
adjustable. The system, which is available for light vehicles and heavy trucks,
is typically installed by a vehicle manufacturer and calibrated at the factory
for each vehicle model, but can also be installed as an aftermarket system.
Mobileye (www.mobileye.com)
– The “Mobileye Lane Departure Warning (LDW) System” includes
a camera and a processing unit mounted to the center of the windshield and
a cell phone-sized alphanumeric/graphic driver display on the dashboard. Two
in-cab speakers, one on either side of the vehicle, provide audible directional
warnings. The warning volume is adjustable. The system detects visual lane
markings and estimates lane boundaries when visual lane markings are not present.
The system predicts the time and provides an early warning of lane crossing
by measuring lateral vehicle motion. The system can be installed as an aftermarket
system, stand-alone, or as an additional feature with headway monitoring.
Summary of
COTS System Features
Table A-1 provides comparative information relative to the features of each
of the COTS systems described in this appendix. Each manufacturer provided this
information.
Table
A-1
Summary of COTS LDWS Features
Feature |
AssistWare |
Delphi |
Iteris |
Mobileye |
Detects lane boundaries
based on lane markers |
Yes |
Yes |
Yes |
Yes |
Estimates boundaries
when markers not present/visible |
Yes |
Limited |
No |
Yes |
Audible lane departure
warning |
Yes |
Yes |
Yes |
Yes |
Supports tactile (vibratory)
lane departure warnings |
Yes |
Yes |
Yes |
No |
Lane tracking indicator |
Yes |
Yes |
Yes |
Yes |
System status indicator |
Yes |
Yes |
Yes |
Yes |
Aftermarket installation
by fleets possible |
Yes |
Yes |
Yes |
Yes |
Currently sold as
aftermarket product |
Yes |
No |
Yes |
Yes |
Currently installed
by OEMs |
Yes |
No |
Yes |
No |
Fleet adjustable warning
thresholds |
Yes |
Yes |
No |
Yes |
Factory adjustable
warning thresholds |
Yes |
Yes |
Yes |
Yes |
Alphanumeric/graphical
display |
Yes |
Yes |
No |
Yes |
Displayed driver alertness
measure |
Yes |
No |
No |
No |
Directional warnings |
No |
Visual |
Audible |
Audible
&
Visual |
Data link protocol |
RS-232
or J-1587 |
J-1587 |
J-1939 |
|
|
|
Report
No. FMCSA-MCRR-05-005 |
For
more information on the Federal Motor Carrier Safety Administration
and the Office of Research and Analysis, check out our website at (www.fmcsa.dot.gov)
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