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Pioneer UAV Selection Battery Validation

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Began data collection, but funding was subsequently discontinued ... EP responsible for take-offs, landings, and control of the vehicle when it is ... – PowerPoint PPT presentation

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Title: Pioneer UAV Selection Battery Validation


1
Pioneer UAV Selection Battery Validation
  • LT Henry PhillipsNaval Aerospace Medical
    Institute

2
Background
  • 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

3
Background
  • 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

4
Background
  • 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)

5
Pioneer 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

6
Psychomotor Test (PMT) Overview
7
Psychomotor Test Components
  • Psychomotor Tasks
  • Stick, Rudder, Throttle
  • Horizontal Tracking
  • Dichotic Listening
  • Digit Cancellation
  • Manikin

Apparatus
8
Psychomotor 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

9
Horizontal 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

10
Dichotic 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

11
Stick, Rudder, Dichotic Listening Test
  • DLT administered alone and in
    conjunction with Stick Rudder PMT
    components


12
Digit 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
13
Manikin 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

14
Score 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

15
Results and Discussion
16
Results 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

17
ScatterplotTraining Performance by Index Score
and Attrite Status
18
Results 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

19
Future 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

21
Automated 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

22
Block Rotation Task
  • Task is to rotate the right figure on all 3 axes
    until its orientation matches the left figure

23
Direction Identifying Test
24
Direction Identifying Test
25
Direction Identifying Test
26
Control 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

27
Contact 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
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