Title: Pioneer UAV Selection Battery Validation
1Pioneer UAV Selection Battery Validation
- LT Henry PhillipsNaval Aerospace Medical
Institute
2Background
- No standardized personnel selection procedure for
Pioneer crews - Students are often junior enlisted who have
attrited from other C schools - UAV training community has unnecessarily high
attrition and poor performance
3Background
- Mid-90s, NAMRL developed a psychomotor test (PMT)
as a potential selection tool - Began data collection, but funding was
subsequently discontinued - In 2002, contacted NAMTRAGRUDET Milton about UAV
research
4Background
- Discovered that PMT data collection had continued
after NAMRL funding ran out - Obtained PMT and training data for 48 students
- 39 of these were part of the Internal Pilot (IP)
curriculum - Analyzed validity of PMT for predicting
- training performance
- attrition
- among IPs and GCSOs(who also receive IP training)
5Pioneer Crew Requirements
- Minimum crew consists of an external pilot (EP),
internal pilot (IP), and a mission commander/
payload specialist (MC) - EP responsible for take-offs, landings, and
control of the vehicle when it is within visual
range - IP responsible for control of the aircraft when
it is beyond visual range - MC responsible for planning and execution of the
mission, operation of the payload, and for
information gathering during the mission
6Psychomotor Test (PMT) Overview
7Psychomotor Test Components
- Psychomotor Tasks
- Stick, Rudder, Throttle
- Horizontal Tracking
- Dichotic Listening
- Digit Cancellation
- Manikin
Apparatus
8Psychomotor TasksStick, Rudder, and Throttle
- Three tasks assessing eye-hand and foot
coordination - All scored via accumulated pixel errors over test
duration - Administered separately and in
combinationStick Rudder alsoadministered
withDLT
9Horizontal Tracking Task
- Goal is to keep a square cursor centered in a
rectangle - Cursor driven by a function which accelerates as
distance from center increases - ball on a see-saw
- Requires constant inputs to balance the cursor
on the center point
- Scored by accumulated pixel errors over test
duration - Administered alone and in conjunction with
Digit Cancellation Test
10Dichotic Listening Test
- Subjects presented a unique string of numbers and
letters in each ear simultaneously - Asked to focus on the NUMBERS heard in a
designated ear - Designated ear changes 4 times
- Test preceded by practice sessions
- Score depends solely on accuracy
11Stick, Rudder, Dichotic Listening Test
- DLT administered alone and in
conjunction with Stick Rudder PMT
components
12Digit Cancellation
- A different number between 1 and 4 is displayed
on the screen - Using a numeric keypad, examinees enter the
number displayed - A new value is displayed immediately upon
keystroke - Score depends upon speed and accuracy
3
13Manikin Test
- Test of mental rotation
- 48 drawings of a human figure holding a square in
one hand - Depicted right-side up or upside-down, facing
toward or away from the viewer - Objective is to determine which hand is holding
the square - Score based on speed and accuracy
14Score Components
- Combinations of these subtests used to generate
four broad score components and one index score - Psychomotor ability hand-eye coordination
- Multitasking calculation calculation under
multitasking requirement conditions - Multitasking psychomotor psychomotor
performance under under multitasking requirement
conditions - Visuospatial ability ability to perform mental
rotations and reversals - Unit-weighted total
15Results and Discussion
16Results and Discussion
- Correlations with training performance
- Psychomotor r .43 p lt .01
- Multitasking-calculation r .42 p lt .01
- Multitasking-psychomotor r .51 p lt .01
- Manikin r .54 p lt .01
- Index score r .59 p lt .01
17ScatterplotTraining Performance by Index Score
and Attrite Status
18Results and Discussion
- Predicting Attrition
- Sample attrition rate 15.8 or 6 of 39
- Attrite-complete index scores differedt38
2.91, p lt .01 - Mean attrite index score -.77
- Mean complete index score .13
- Existing PMT and its components have demonstrated
predictive validity - Implementation will increase trainee performance
and reduce training attrition
19Future Work
20- Options
- Update implement existing PMT components at one
or more sites - PMT almost 10 years old
- PMT technology is dated needs revision
- Field similar prototype, the Automated Spatial
Abilities Test (ASAT) - Developed by NAMRL
- ASAT uses more current technology than PMT
- ASAT needs some updating and transitioning to
web-based administration - Web-based platform already in place adapted
test content is all that is needed
21Automated Spatial Abilities Test (ASAT)
- Subtests include
- Dichotic listening test (identical to PMT)
- Digit cancellation test (improved over PMT)
- Block rotation test
- Direction identifying test
- Control reversal test
22Block Rotation Task
- Task is to rotate the right figure on all 3 axes
until its orientation matches the left figure
23Direction Identifying Test
24Direction Identifying Test
25Direction Identifying Test
26Control Reversal Test
- Goal Negate pitch and roll as UAV rotates
- Captures ability to manipulate a UAV in different
orientations relative to the controller - Similar to Manikin test
27Contact Information
- NAMRL
- LTjg Phil Fatolitis, MSC, USNR
- 850-452-3287 x1073
- pfatolitis_at_namrl.navy.mil
- NAMI
- LT Henry L. Phillips, MSC, USNR
- 850-452-2257 x1090 (DSN 922-)
- hlphillips_at_nomi.med.navy.mil