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Transportation Research Record: Journal of the Transportation Research Board, No. 1918, Transportation Research Board of the National Academies, Washington, D.C., 2005, pp. 76–83. 76 Comparison of Radius-Estimating Techniques for Horizontal Curves Paul J. Carlson, Mark Burris, Kit Black, and Elisabeth R. Rose Techniques to obtain horizontal curve radii were identified and tested in a controlled experimental study. Ten techniques were identified and pilot tested. Eight of those initial 10 were then used to measure 18 hori- zontal curves on two-lane rural highways in Texas to evaluate fully their accuracy, precision, cost, ease of use, and safety. Statistically, all eight techniques produced equivalent accuracies, but they displayed a wide range in their precision. The costs varied as a function of the number of times each technique would be used in the field, with those techniques with high initial costs becoming more cost-competitive over the long run with many uses. Ease of use was gauged on the basis of the experience gained during this research. Safety was measured on the basis of whether a technique required personnel on the roadway or roadside or whether it allowed personnel to work from an office or inside a vehicle. The rec- ommendations were based on the expected needs of three different groups that use radii information: transportation agencies, accident investigators, and transportation researchers. Within transportation agencies, engineers and planners in the office will probably benefit most from the plan sheet method, whereas field personnel will probably ben- efit most from using either the advisory speed or a Global Positioning System (GPS) method. Those who estimate only occasionally, such as accident investigators, will benefit most from the compass method. Finally, researchers or others who may have difficulty accessing plan sheets but still require accurate data will benefit from using a GPS. Many groups, including transportation agencies, accident investiga- tors, and transportation researchers, would find an accurate, quick, and safe method to estimate the radius of horizontal curves particularly useful. Radii measurements are important for Setting curve advisory speeds; Predicting vehicle operating speeds; Spacing curve delineation treatments such as post-delineators (1), chevrons, and raised retroreflective pavement markers; Performing highway safety audits; and Evaluating traffic crashes. Possibly the most common method of determining the radius of a curve is looking at a set of plan sheets kept at the local department of transportation. Although this is certainly a feasible method for determining curve radii, it can also be time-consuming; moreover, it is somewhat difficult for accident investigators and researchers to gain access to these data. Furthermore, department of transportation field crews that are responsible for maintaining roadway signing and delin- eation are not typically trained to read these sheets. Therefore, many researchers, accident investigators, and department of transportation field crews use a variety of radius-estimating methods. The accuracy and safety of these methods have not been thoroughly investigated. Therefore, a need existed to identify radius-estimating methods and assess their effectiveness. The objective of this study was to identify and assess radius- estimating methods. Factors considered included accuracy and precision, cost, ease of use, and safety. PROCEDURES A total of 18 horizontal curves were studied for this research. The curves were located on two-lane rural highways maintained by the Texas Department of Transportation (TxDOT) in either the Bryan or Waco districts. The horizontal curves were simple in nature with- out compound curves or spiral transitions. A 2000 Ford Taurus served as the data collection test vehicle for the radius-estimating methods that required driving the curve. General information about the curves is listed below. Radius (ft) – Average = 605.2 – Minimum = 187.4 – Maximum = 1,099.0 Curve length (ft) – Average = 711.4 – Minimum = 374.0 – Maximum = 1,266.0 Deflection angle (deg) – Average = 65.06 – Minimum = 29.78 – Maximum = 91.17 Advisory speed (mph) – Mode = 40 – Minimum = 15 – Maximum = 55. RADIUS-ESTIMATING METHODS Ten horizontal curve radius-estimating methods were identified, and eight were evaluated for the 18 curves described above. The radius- estimating methods were as follows: Basic ball bank indicator (BBI), Advanced BBI, P. J. Carlson, Operations and Design Division, Transportation Operations Group, Texas Transportation Institute, Texas A&M University System, 3135 TAMU, Col- lege Station, TX 77843-3135. M. Burris, Texas A&M University, 3136 TAMU, College Station, TX 77843. K. Black, Texas Department of Transportation, Area Office, Dumas, TX 79114. E. R. Rose, Texas Engineering Extension Service, Texas A&M University System, 3126 TAMU, College Station, TX 77843-3126.

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Page 1: Comparison of Radius-Estimating Techniques for … 1918 - COMPARISO… · Comparison of Radius-Estimating Techniques for Horizontal ... sheets but still require accurate data will

Transportation Research Record: Journal of the Transportation Research Board, No. 1918, Transportation Research Board of the National Academies, Washington,D.C., 2005, pp. 76–83.

76

Comparison of Radius-EstimatingTechniques for Horizontal Curves

Paul J. Carlson, Mark Burris, Kit Black, and Elisabeth R. Rose

Techniques to obtain horizontal curve radii were identified and testedin a controlled experimental study. Ten techniques were identified andpilot tested. Eight of those initial 10 were then used to measure 18 hori-zontal curves on two-lane rural highways in Texas to evaluate fully theiraccuracy, precision, cost, ease of use, and safety. Statistically, all eighttechniques produced equivalent accuracies, but they displayed a widerange in their precision. The costs varied as a function of the number oftimes each technique would be used in the field, with those techniqueswith high initial costs becoming more cost-competitive over the long runwith many uses. Ease of use was gauged on the basis of the experiencegained during this research. Safety was measured on the basis of whethera technique required personnel on the roadway or roadside or whetherit allowed personnel to work from an office or inside a vehicle. The rec-ommendations were based on the expected needs of three differentgroups that use radii information: transportation agencies, accidentinvestigators, and transportation researchers. Within transportationagencies, engineers and planners in the office will probably benefit mostfrom the plan sheet method, whereas field personnel will probably ben-efit most from using either the advisory speed or a Global PositioningSystem (GPS) method. Those who estimate only occasionally, such asaccident investigators, will benefit most from the compass method.Finally, researchers or others who may have difficulty accessing plansheets but still require accurate data will benefit from using a GPS.

Many groups, including transportation agencies, accident investiga-tors, and transportation researchers, would find an accurate, quick, andsafe method to estimate the radius of horizontal curves particularlyuseful. Radii measurements are important for

• Setting curve advisory speeds;• Predicting vehicle operating speeds;• Spacing curve delineation treatments such as post-delineators (1),

chevrons, and raised retroreflective pavement markers;• Performing highway safety audits; and• Evaluating traffic crashes.

Possibly the most common method of determining the radius ofa curve is looking at a set of plan sheets kept at the local departmentof transportation. Although this is certainly a feasible method for

determining curve radii, it can also be time-consuming; moreover, itis somewhat difficult for accident investigators and researchers to gainaccess to these data. Furthermore, department of transportation fieldcrews that are responsible for maintaining roadway signing and delin-eation are not typically trained to read these sheets. Therefore, manyresearchers, accident investigators, and department of transportationfield crews use a variety of radius-estimating methods. The accuracyand safety of these methods have not been thoroughly investigated.Therefore, a need existed to identify radius-estimating methods andassess their effectiveness.

The objective of this study was to identify and assess radius-estimating methods. Factors considered included accuracy andprecision, cost, ease of use, and safety.

PROCEDURES

A total of 18 horizontal curves were studied for this research. Thecurves were located on two-lane rural highways maintained by theTexas Department of Transportation (TxDOT) in either the Bryanor Waco districts. The horizontal curves were simple in nature with-out compound curves or spiral transitions. A 2000 Ford Taurusserved as the data collection test vehicle for the radius-estimatingmethods that required driving the curve. General information aboutthe curves is listed below.

• Radius (ft)–Average = 605.2–Minimum = 187.4–Maximum = 1,099.0

• Curve length (ft)–Average = 711.4–Minimum = 374.0–Maximum = 1,266.0

• Deflection angle (deg)–Average = 65.06–Minimum = 29.78–Maximum = 91.17

• Advisory speed (mph)–Mode = 40–Minimum = 15–Maximum = 55.

RADIUS-ESTIMATING METHODS

Ten horizontal curve radius-estimating methods were identified, andeight were evaluated for the 18 curves described above. The radius-estimating methods were as follows:

• Basic ball bank indicator (BBI),• Advanced BBI,

P. J. Carlson, Operations and Design Division, Transportation Operations Group,Texas Transportation Institute, Texas A&M University System, 3135 TAMU, Col-lege Station, TX 77843-3135. M. Burris, Texas A&M University, 3136 TAMU,College Station, TX 77843. K. Black, Texas Department of Transportation, AreaOffice, Dumas, TX 79114. E. R. Rose, Texas Engineering Extension Service,Texas A&M University System, 3126 TAMU, College Station, TX 77843-3126.

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• Chord length,• Compass,• Field survey,• Global Positioning System (GPS) unit,• Lateral acceleration,• Plan sheet,• Speed advisory plate, and• Vehicle yaw rate.

Ball Bank Indicator

A BBI is a curved level commonly used to determine the safe speedof horizontal curves. A BBI measures the combination of lateralacceleration, vehicle body roll, and superelevation in the followingrelationship:

Each term in the above equation cannot be individually determinedfrom the BBI reading alone. The BBI reading is simply a relationshipof these three components. If it were not for the body-roll angle, theBBI reading in degrees would be a direct measure of lateral accelera-tion (2). If body roll is neglected, then the radius can be estimatedusing the point–mass equation from AASHTO’s Green Book (3):

where

R = radius (ft),V = speed (mph),e = average full superelevation, andf = side friction factor.

In the initial BBI research, Moyer and Berry recommendedneglecting body roll because “the extreme effect of body roll ofvarious models and makes of cars is only about 1 degree in the ballbank indicator (4).” Their work was completed in the 1940s, whenvehicles had much looser suspensions than typical modern vehiclesdo. In 1999, Carlson and Mason concluded that the body roll ofcontemporary vehicles does not significantly influence BBI read-ings (2). Because the data collected for this study utilized a typicalmodern vehicle, a 2000 Ford Taurus, there is little reason to suspectthat body roll would contribute significantly to the observed errors.Therefore, for this method, the vehicle body roll was assumed to benegligible.

The above equation requires the superelevation of the curve as aninput. The superelevation of each test curve was measured at approx-imately 100- to 200-ft intervals [from the point of curvature (PC)and point of tangency (PT)] so that a profile of the superelevationcould be achieved. The average superelevation was calculated foreach direction of travel on each curve by visually inspecting the super-elevation profile and averaging only the measurements that wererepresentative of full superelevation.

A digital BBI was used for this study in an attempt to minimizethe error in reading older BBIs. Figure 1 shows the digital BBI andtwo older BBIs that were used for redundancy (and to compare thereadings of all three BBIs).

RV

e f=

× +( )

2

15

BBI lateral acceleration superelevation body roll= − +

Carlson, Burris, Black, and Rose 77

Advanced BBI

In this approach, the researchers hoped to improve the BBI method bymeasuring the body roll of the vehicle and incorporating the mea-surements into the radius estimation. To accomplish this improve-ment, the researchers used roll-rate sensors to measure the body rollof the vehicle’s sprung mass and the roll of the vehicle’s fixed sus-pension. In theory, a roll-rate sensor positioned in the sprung mass ofthe vehicle would measure the body roll of the vehicle plus the super-elevation, whereas a roll-rate sensor positioned on the fixed sus-pension of the vehicle would measure only the superelevation. Thedifference of these two methods would result in the body roll. In addi-tion, this method would alleviate the need for a field crew to leavetheir vehicle to measure superelevation or estimate superelevation.The added features of this method were envisioned to potentiallyincrease accuracy and safety as compared with the BBI method.

An example of data measured along one of the test curves is shownin Figure 2. The data represent the roll rate of the sprung mass and theroll rate of the fixed suspension. These data have considerable varia-tion, even with the data filters positioned at their maximum value. Dueto this excessive noise, this method was not pursued further.

Chord Length

With the chord method, a technician stretches a string of known lengthso that each end just touches the lane edge-line of the horizontal curve.It should be noted that the string can be stretched between any twopoints between the PC and PT of equal radii. However, both ends ofthe string must be within the limit of the curve.

FIGURE 1 Ball bank indicators.

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78 Transportation Research Record 1918

After the string is stretched, an offset distance is measured fromthe middle of the string to the lane edge-line. With the string lengthand offset known, the curve radius can be calculated by

where

R = radius (ft),C = length of string (ft), andH = offset distance (ft).

The offset measurements were taken at least twice for both theinside and outside lane edge-lines, giving a minimum total of fourradii measurements. These radii were averaged to estimate the curveradius at the centerline.

Compass

The compass method used the measured length of the curve and the compass heading of each tangent approach section to calculate theradius of the curve. The length of the curve was considered to bethe average of the lengths measured along the inside and outsidelane edge-line paint stripes, and the compass heading was recorded foreach tangent approach of the curve. The length of the curve was mea-sured along the inner and outer edges of the road, rather than along thecenterline, in an attempt to keep the researcher out of the main trafficlanes. The difference of the two compass headings was calculatedin degrees, and the radius of the curve was then calculated by

RL= 57 3. *

Dc

RC H

H= +2 24

8

where

R = radius (ft),L = length of curve (ft), and

Dc = difference in compass headings (degrees).

Field Survey

A field survey of each of the selected horizontal curves was com-pleted by using a Nikon total station. Within the boundaries of thePC and PT of the horizontal curve, at least three and up to five mea-surements were recorded on both the inside and outside of the curve.That is, all the recorded points were points on the circular arc, noton the adjacent tangent sections.

The survey rod was placed on the outside of the lane edge-line forthe collection of all the data points. The data points were recordedon the inner and outer edge of each horizontal curve in an attempt tokeep the researcher out of the main traffic lanes. The actual radiusof the curve was assumed to be the average of the inner and outerradii. The radius found by using this method was assumed to be thetrue radius and was used for comparisons against the other methods.

GPS Unit

Advancements in GPS technology have significantly reduced theprice of GPS equipment and increased its accuracy to a point that itis now a feasible option to use in making highway-related measure-ments. In concept, this method is similar to the compass method inthat the curve radius can be estimated from a measured deflectionangle and the corresponding curve length—information that can beacquired from typical GPS data streams.

0

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1

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5

6

7

8

500 1,000 1,500Distance (feet)

Rat

e G

yro

(d

eg/s

ec)

2,000 2,500 3,000

FIGURE 2 Example of excess noise from roll rate sensors.

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Carlson, Burris, Black, and Rose 79

where

R = curve radius (ft),Δ = curve deflection angle (degrees),

PT = curve point of tangent (ft), andPC = curve point of curve (ft).

Advisory Speed Plate

An advisory speed plate is often posted with a curve warning sign.The posted speed value is almost always determined with a BBI (5).Therefore, this method is a version of the BBI method. At least twostate agencies use this method to estimate curve radii to set delineationalong horizontal curves (6 ).

Using data from 58 curves in Texas with advisory speed plates,researchers at TTI developed the following relationship to estimatecurve radius (6 ).

The 18 curves that were used for the other radius-estimating meth-ods were included within this set of 58. The relationship providedabove had a goodness-of-fit value of R2 = 0.876.

The relationship shown above and used in this study was derivedfrom data collected on horizontal curves on TxDOT-maintainedhighways. TxDOT uses a BBI criterion of 10° for the speed advisoryrecommendations. Therefore, this particular method is limited onlyto curves with speed advisory values set using a 10° BBI criterion.

Modified Yaw Rate

The modified yaw rate method is a measure of the deflection angleof the curve. With the same roll rate sensors as before, only this timemounted in an inverted position, the deflection angle of the curvewas measured as the test vehicle traversed the highway. The dataacquisition unit (in this case a VC3000) simultaneously recorded theyaw rate (degrees per second) and the distance traveled along thecurve. Essentially, the modified yaw rate method is an automatedversion of the compass method; however, the compass methodrequired additional time and exposed the field crews to potentialhazards on and along the road. The curve was traveled at the postedadvisory speed, and the radius of the curve was calculated using thefollowing equation:

where

R = the curve radius (ft),L = the roadway curve length (ft), andΔ = the change in roadway direction (degrees).

For the same reasons as noted above in the description of theadvanced BBI method (i.e., too much noise in the yaw rate transducerresults), this method was not pursued past the initial stages.

RL= ×57 3.

Δ

radius x advisory speed= ( )92 655 0 045. .e

R =×

−⎛⎝

⎞⎠

5729 578

100

PT PC

A system termed the Radiusmeter was developed at the TexasTransportation Institute (TTI) to record GPS data as a vehicle traversesa horizontal curve. The Radiusmeter immediately processes GPS databy means of a microcontroller and solves for the radius of the curve.This system can operate from any vehicle traveling at any speed, whichmeans that a data collection vehicle can travel along with the normaltraffic flow. The display of the Radiusmeter is shown in Figure 3.

Lateral Acceleration

The lateral acceleration radius-estimating method is similar to theBBI method in that the measurement was the unbalanced lateralacceleration rate, or the side friction factor. This assumed that bodyroll was neglected and that superelevation was known or could beestimated. The lateral acceleration rate was digitally measured every0.01 second using the VC3000. These measurements were stored ina file along with the vehicle’s speed and distance traveled. The lat-eral acceleration, in highway design terminology, is related to theradius in the following manner:

where

R = the curve radius (ft),V = vehicle speed (mph),

Lf = lateral force (percentage of gravity, g), ande = superelevation, as a decimal.

Plan Sheet

The plan sheet method determines the radius of a curve by usinginformation provided on as-built plan sheets, which are accessibleat local transportation offices. Plan sheets contain information suchas location of PC and PT, deflection angle, and tangent length for allhorizontal curves. The information provided on plan sheets is usu-ally the as-built information. From this information, each curve radiuswas calculated.

The required information found on the plan sheets was the loca-tion of the start of the curve (PC), the end of the curve (PT), andthe degrees of turn of the curve (Δ). This information was inputinto the following curve radius-estimation equation, and the radiusof the curve was calculated as follows:

RV

e=

× +( )

2

15 Lf

FIGURE 3 Electronic display of radiusmeter (GPS method).

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RESULTS

The objective of this study was to identify and assess radius-estimat-ing methods. Ten were identified: Two were eliminated from fullevaluation due to excessive noise in the pertinent data, and the remain-ing eight were evaluated to determine their relative advantages anddisadvantages when surveying a horizontal curve.

Accuracy and Precision

Paired t-tests were performed on the estimated radii for each of themethods and compared with the survey method. Paired t-testsallowed for isolation of systematic error (i.e., those that affect accu-racy) from random errors (i.e., those that affect precision). Testswere performed at a 95% level of confidence (i.e., 5% chance ofType I error). None of the methods were deemed to be statisticallyinaccurate because none were found to be significantly differentfrom the survey method (the average relative error did not exceed7.5% for any of the comparisons). From a practical point of view,the plan sheet method and the GPS method had the smallest averagerelative errors: −0.9% and 1.2%, respectively.

The precision of the methods can be observed in Figure 4 byfocusing on the range of the 95% confidence interval of the mean.Both the advisory speed method and the BBI method had rangesexceeding 20%. The best precision was found with the GPS method(2.65%), followed by the plan sheet method (4.46%).

The radius precision also decreased for most methods as the radiusincreased. This phenomenon can be observed for each method inFigure 5, which includes trend lines of the relationship between errorand radius size for each method (the trend lines in Figure 5 are notmeant to represent statistically robust analyses). The two methods thatwere most impervious to the radius size bias were the plan sheetmethod and the GPS method.

80 Transportation Research Record 1918

Cost

In addition to accuracy, the cost associated with each method had tobe considered. Costs included equipment costs, training costs, andlabor-hour costs associated with the use of the equipment. Table 1indicates the costs as they were computed for this analysis. Note thatthese cost figures were developed by assuming the equipment wasdedicated to curve radius estimation. If an agency has multiple usesfor the equipment (for example, field survey equipment), this costwould be distributed among the different functions. This additionalanalysis would have to be performed on an agency-specific basis.

This cost analysis assumes a technician wage of $15/hr and an engi-neer wage of $30/hr. The analysis neglects travel costs and assumesthat technicians will need to be trained regardless of the method. Thetraining times are based on the experience gained during this study.

Not surprisingly, the least cost-effective method is the surveyingmethod, followed by the lateral acceleration method. Likewise, themost cost-effective method is the advisory speed method. The cost-efficiency of all of the other methods depends on how often themethod is used. For instance, the crossover point between the plansheet method and the GPS method is about 16 curves (i.e., estimat-ing radii for more than 16 curves would be more cost-efficient usingthe GPS method).

Ease of Use

A somewhat subjective measure, this metric was based on the expe-rience gained collecting data for this study. Ultimately, ease of use isimportant in eliminating user error. The following discussion providesa brief summary of the experience gained during this study.

The survey method requires that users undergo a significant amountof training before they can measure the radius of a curve. Sophisti-cated total stations can be overwhelming for the untrained, and atten-

-20.0%

-15.0%

-10.0%

-5.0%

0.0%

5.0%

10.0%

Rel

ativ

e E

rro

r

Chord Compass BBIPlanSheets

LateralAccel.

AdvisorySpeed

GPS

Mean

95% C.I.for Mean

FIGURE 4 Relative error associated with each technique.

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tion to detail is necessary. This method also requires some mathemat-ical skills to postprocess the data into a radius estimate. It is probablythe most difficult of all the methods to implement.

The chord length method is not as easy to implement as it initiallysounds. Vehicular and roadside traffic make the job of stretchingthe string challenging. For instance, on the outside of the curve, thestring stretches into the travel lane. On the inside of the curve, thestring stretches over sidewalks. Typically, the painted edge-lines areused as guides in this method. However, there is no guarantee thatthey are drawn concentric with the centerline of the curve.

The advisory speed method is the easiest method to use. How-ever, it does require that an advisory speed plaque be posted for thecurve of interest.

The compass method is also easy to use, although aligning the com-pass needle along the tangents to get the bearing of the approachingand departing tangents can be challenging.

Carlson, Burris, Black, and Rose 81

The plan sheet method can be surprisingly difficult if the plansare not well organized. In this study, it sometimes took more than2 h to find a particular section of highway in unorganized as-builtplans. Furthermore, this method can be difficult for individualswithout a working relationship with the local transportation agency.

The BBI method is also easy to use (assuming the field techni-cians have experience setting advisory speeds). It does require somecalibration with respect to installing the BBI level in the vehicle and,because of this, it can be time consuming to move from one vehicleto another. In addition, the BBI indicator method requires super-elevation as an input. The superelevation can be measured (requiringpersonnel on the roadway) or estimated.

The lateral acceleration method requires a fair amount of train-ing and uses a device that is just as sophisticated as survey equip-ment. A laptop computer is required in the vehicle to save the datafor postprocessing, and the laptop requires special software. In

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Surveyed Radius (ft)

Ab

solu

te E

rro

r (f

t)

Chord Advisory Speed

Compass Plan Sheets

BBI Lateral Acceleration

GPS

BBI

Adv. Spd.

Chord

Comp.

Lat. Accel.

GPSPlan Sht.

FIGURE 5 Error of techniques as function of radius size.

TABLE 1 Cost Analysis for Each Technique

Field Chord Advisory LateralFactor Survey Length Plate Compass Plan Sheet BBI Accel. GPS

Equipment cost ($) 5,000 85 0 100 0 500 5,000 500

Training time (h) 400 4 1 2 0 4 40 2

Implement time per curve (h)Technician #1 time (h) 4 2 0.5 1 0.5 1.5 1.5 0.25Technician #2 time (h) 4 2 0 0 0 1.5 1.5 0Engineer time (h) 0 0 0 0 1 0 0 0

Initial costs ($) 11,000.0 145.0 15.0 130.0 0.0 560.0 5,600.0 530.0

Total costs per curve ($)

10 curves 1,220.0 74.5 9.0 28.0 37.5 101.0 605.0 56.850 curves 340.0 62.9 7.8 17.6 37.5 56.2 157.0 14.4100 curves 230.0 61.5 7.7 16.3 37.5 50.6 101.0 9.1

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addition, the lateral acceleration equipment must be properly cal-ibrated after it is installed in a vehicle but before any runs alongcurves are made.

The GPS method requires no calibration or external peripherals.The equipment has an activator button, a magnetic antenna (aboutthe size of a computer mouse), and a small box with an LCD screen.Little training is needed to use the system, and it can be easily movedfrom one vehicle to another.

Safety

The safety of the technicians performing the measurements wasanother important consideration. This analysis considered onlywhether the technicians were required to leave their vehicle and takemeasurements from the roadway or roadside. Keeping technicians offthe roadway or roadside was felt to provide an increase level of safety.Methods that required technicians to leave their vehicles include sur-vey, chord length, and compass. Methods that allowed techniciansto estimate the radius from their office or from inside their vehiclesinclude BBI, lateral acceleration, advisory speed plate, plan sheets,and GPS.

For the BBI method, it was assumed the superelevation was esti-mated rather than measured. Therefore, the technicians would nothave to leave their vehicles. For this study superelevation was mea-sured only because the researchers preferred an accurate-as-possibledata set for analysis and subsequent conclusion development. Esti-mating the superelevation would result in additional error. It is alsoimportant to note that the traditional BBI is a curved glass tube filledwith fluid and a steel ball. A vehicle occupant must watch the BBIas the vehicle traverses the curve. Ideally, a second vehicle occupantis responsible for this task. Not having the second vehicle occupantto watch the BBI increases the risks involved in using this method.Electronic BBIs are now available that produce audible soundswhen a preselected BBI threshold is reached. An electronic BBI wasused in this study, which allowed the drivers to keep their eyes onthe road.

FINDINGS

This research evaluated curve radius-estimating methods and testedtheir relative merits in terms of radius calculation accuracy, preci-sion, cost, ease of use, and safety. The radii estimated from eachmethod were compared to the “true” radii found with the field surveymethod, which utilized a total station to survey each of the 18 sites.

From the results of this research, the following conclusions weremade:

• None of the tested radius-estimating methods provided signif-icantly more accurate results than any of the other methods (using a95% level of confidence). However, the plan sheet method and theGPS method provided the most accurate results (i.e., the smallestaverage relative errors) of −0.9% and 1.2%, respectively.

• The findings from the confidence intervals show, however, thatthere was a practical difference among the precision of the radius-estimating methods. The GPS method had the best precision(2.65%) followed by the plan sheet method (4.46%). The advisoryspeed plate method had the worst precision (23.48%).

• Furthermore, the precision of some methods was affected bythe size of the radius. The only two methods that were not affected

82 Transportation Research Record 1918

by the size of the radius were the plan sheet method and the GPSmethod.

• The total cost of each method (measured as cost per estimatedradius) depends on the frequency with which it is used. Overall, thesurveying method was always the most expensive, and the advisoryplate method always the most economical. If the method will beused more than 16 times, the GPS method ends up being more cost-effective than the plan sheet method (about $10 per estimatedradius). If the GPS method is going to be used more than 35 times,it becomes the second most cost-effective method.

• The advisory speed method is the easiest to use; however, notall highway curves have advisory speed plaques. The compassmethod and the GPS method were also relatively easy to use.

• From a safety point of view, the safest methods minimize the amount of time maintenance crews, accident investigators, orresearchers are on the roadway or roadside. The methods that wereevaluated in this study that did not require people to be on or nearthe roadway include BBI, lateral acceleration, advisory speed, plansheet, and GPS.

RECOMMENDATIONS

The following recommendations are categorized according to dif-ferent groups that use horizontal curve radii data. The groupsinclude transportation agencies, accident investigators, and trans-portation researchers. The recommendations consider the needs ofeach group relative to the research findings.

Within transportation agencies, different subgroups use radiiinformation, and the recommendations given depend on the group.For engineers and designers working in an office environment,the plan sheet method is preferred, because plan sheets are easilyaccessible to these users. However, when road safety audits areperformed in the field or when maintenance crews responsible forcurve delineation need to know horizontal curve radii, GPS is thepreferred method. It is the most accurate and precise field method,and it is easy to implement using a device like the Radiusmeter. Itis not as cost-efficient as the advisory speed method, but the advi-sory speed method offers poor precision, and advisory speed platesare not provided for all curves. Furthermore, if an agency uses BBI cri-teria different from 10° (most highway advisory speeds are based on aBBI reading criteria of 10°), the relationship shown in this paper maynot be valid. Finally, if an agency plans to measure at least 35 radii,the GPS method becomes the second most cost-effective of thosetested.

For individuals such as accident investigators who need to esti-mate horizontal curve radii only on occasion, the preferred methodis probably the compass method (assuming that the relative lack ofprecision can be tolerated). Although the compass method is notthe most accurate or precise, it is easy to use and has a low cost. Itdoes require a technician to be on the roadside and therefore is notthe safest method. To achieve significant improvements in accu-racy, precision, and safety, infrequent users should consider theGPS method.

Transportation researchers desire reliable and robust data. They alsocan have difficulty accessing plan sheets when performing researchoutside of their normal range. Therefore, the GPS method wouldlikely best suit their needs. This method performed the best overall,with minor precision and accuracy losses as compared to surveying(considered to be exact). It also offered significant cost, ease of use,and safety benefits over surveying.

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ACKNOWLEDGMENTS

This paper is based on research sponsored by the Texas Depart-ment of Transportation. It was performed by the Texas Transporta-tion Institute (TTI) of the Texas A&M University System. Theauthors thank Dick Zimmer of TTI for designing and building theRadiusmeter that was used in the GPS method. The authors alsothank Larry Colclasure and Kirk Barnes of the TxDOT Waco andBryan Districts for their help in locating curve sites suitable forthis study.

REFERENCES

1. Manual on Uniform Traffic Control Devices for Streets and Highways.FHWA, U.S. Department of Transportation, 2003.

2. Carlson, P. J., and J. M. Mason, Jr. Relationships Between Ball Bank Indi-cator Readings, Lateral Acceleration Rates, and Vehicular Body-Roll Rates.In Transportation Research Record: Journal of the Transportation Research

Carlson, Burris, Black, and Rose 83

Board, No. 1658, TRB, National Research Council, Washington, D.C.,1999, pp. 34–42.

3. A Policy on Geometric Design of Highways and Streets. AASHTO,Washington, D.C., 2001.

4. Moyer, R. A., and D. S. Berry. Marking Highway Curves with SafeSpeed Indicators. Highway Research Board Proceedings, Vol. 20, Wash-ington, D.C., 1940.

5. Fitzpatrick, K., B. Shamburger, and D. Fambro. Design Speed, Oper-ating Speed, and Posted Speed Survey. In Transportation ResearchRecord 1523, TRB, National Research Council, Washington, D.C.,1996, pp. 55–60.

6. Carlson, P. J., E. R. Rose, S. T. Chrysler, and A. L. Bischoff. SimplifyingDelineator and Chevron Applications for Horizontal Curves. ReportFHWA/TX-04/0-4052-1. Texas Transportation Institute, College Station,March 2004.

The Traffic Control Devices Committee sponsored publication of this paper.

The contents of this paper reflect the views of the authors, who are responsiblefor the facts and the accuracy of the data. The contents do not necessarily reflectthe official views or policies of the Federal Highway Administration or the TexasDepartment of Transportation.