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Tab-Delimited Input

A Tab-Delimited Input file contains 31 channels of data organized in a tab-delimited format where each column in the file is a channel of data and the first column is a zero-based index, as shown in the following figure:

Notes:
  • The first column is ignored by the EMG generation algorithm
  • The remaining columns are desribed in the table below
  • The EMG channels in input files must be normalized to values between 0 and 1.
Channel Descriptions:
# Name Type # Name Type
1rlat EMG   17latpos LMM
2llat EMG18latvel LMM
3res EMG19latacc LMM
4les EMG20sagpos LMM
5rabs EMG21sagvel LMM
6labs EMG22sagass LMM
7reo EMG23twtpos LMM
8leo EMG24twtvel LMM
9rio EMG25twtacc LMM
10lio EMG26plvtiltpos PAM
11fx Force Plate27plvtiltvel PAM
12fy Force Plate28plvtltacc PAM
13fz Force Plate29plvrotpos PAM
14mx Force Plate30plvrotvel PAM
15my Force Plate31plvrotaccPAM
16mz Force Plate


Zip File Input

For generating synthetic EMG data for multiple data files, or for training, a zip file is used for input.

Contents

  • Tab delimited input files: One or more tab delimited input files. The names of the files (including their extensions) can be anything. See Tab-Delimited Input for format details.
  • Condition Spreadsheet: A spreadsheet containing the task condition data for each input file. See below for format information.

Condition Spreadsheet

A Multi-Input Description file is a tabular description of multiple sets of input. Its purpose is to allow the user to describe the task conditions and demographic data for one or more trials and thereby generate synthetic EMG output for multiple inputs at once. The format supports using different task conditions per input file.

Notes:
  • Each input included in the zip file must be listed in a column named File.
  • The column headers must be in the first row
  • The columns can be specified in any order.
  • Subject fields are specified in columns named Subject:Field Name, where Field Name can be one of the following:
    Field Name Field Name
    Age (years) MusculoskeletalInjuries (yes, no)
    AverageOvertime (hours) PreviousNonMSDInjuries (yes, no)
    BirthDate (Month/Day/Year) RightIliacHeight (cm)
    ElbowHeight (cm) ShoulderHeight (cm)
    EthnicGroup (White, Black, Asian, Hispanic, etc.)Stature (cm)
    FirstName SubjectNumber (####)
    Gender (M, F) TrunkBreadthIliac (cm)
    Handedness (L, R, B) TrunkBreadthXyphoid (cm)
    LastName TrunkCircumfrence (cm)
    LeftIliacHeight (cm) TrunkDepthIliac (cm)
    LengthExperienceJob (years) TrunkDepthXyphoid (cm)
    LengthTimeWithCompany (years) TrunkLength (cm)
    LevelJobTraining UpperArmLength (cm)
    LowerArmLength (cm) UpperLegLength (cm)
    LowerLegLength (cm) Weight (kg)
    MiddleName
    Note: Do not use the value in parentheses when specifying a column. For example, specify a column as "Subject:Weight" and not "Subject:Weight (kg)"

  • Task conditions are specified in columns named Task:Field Name, where Field Name can be one of the following:
    Field Name Field Name
    AsymmetryDest (degrees) TorsoAngle (degrees)
    AsymmetryOrigin (degrees) TrialActivity
    Coupling (poor, good, bad) TrialDuration (time)
    DirectionForce (3D angle) TrialFrequencyPerMin (lifts/min)
    ExternalMomentArmDest (cm) TrialLoadWeight (kg)
    ExternalMomentArmOrigin (cm)UpperArmAngle (degrees)
    InitialForce (Newtons) UpperLegAngle (degrees)
    LowerArmAngle (degrees) VerticalEndHeight (cm)
    LowerLegAngle (degrees) VerticalStartHeight (cm)
    SustainedForce (Newtons)
    Note: Do not use the value in parentheses when specifying a column. For example, specify a column as "Task:AsymmetryDest" and not "Task:AsymmetryDest (degrees)"