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The Use of Specks in Gait
 Analysis
   Smita Sasindran1, Jennifer Walsh2, Alison
 Richardson2, Jan Herman2, James Hollington2

1 School of Informatics, University of Edinburgh
2 Anderson Gait Laboratory, SMART Centre, Astley Ainslie
Hospital, Edinburgh
Gait Analysis
 • Brief observation to sophisticated measurement

 • Patient population
        • 75% paediatric
        • Cerebral Palsy
        • Neurological Disorders
        • Prosthetics

 • Treatment Planning

 • Analysis of intervention
Clinical Gait Analysis
• One of 2 centres in
  Scotland providing
  clinical gait analysis

• Clinical Gait Analysis
  – 3D analysis

• Vicon 460
Biomechanical model

•   Three markers per body
    segment

•   Markers on joints define two
    adjacent segments

•   Marker placement conducted
    by physiotherapist

•   Markers placed on bony
    prominences and anatomical
    markers
Biomechanical model

• Modified Helen Hayes model 3D
  axis system for each segment

      • Sagittal plane angles -
        Flexion/extension

      • Coronal plane angles
        Abduction/adduction

      • Transverse plane angles
        Internal/external rotation
Phases of Gait
Clinical Gait Analysis
Three-dimensional gait analysis

• Track images from
  two or more cameras
• Points used to
  reconstruct original 3D
  trajectories
Clinical Gait Analysis
 • Kinematics
       • Angular displacements in 3 planes

 • Kinetics
        • Forces, moments, powers

 • Temporal Parameters
      • Walking speed (m/s)
      • Cadence (steps/min)
      • Double/Single support time (s)
      • Stride length (m)
      • Step length (m)
      • Step time (s)
Kinematics
Kinetics
       2.0
             Hip Flexion Moment                  1.0
                                                       Hip Ab/Adduction Moment          3.0
                                                                                               Hip Flexion/Extens ion Power


      Flex                                      Add                                    Gen


       Nm                                        Nm                                      W


       Ext                                      Abd                                    Abs


      -1.0                                      -1.0                                    -2.0

       2.0
             Knee Flexion Moment                 1.0
                                                       Knee Ab/Adduction Moment
                                                                                        2.0
                                                                                               Knee Flexion/Extension Pow er



      Flex                                      Var                                    Gen


       Nm                                        Nm                                      W


       Ext                                      Valg                                   Abs


      -1.0                                      -1.0                                    -2.0

       3.0
             Ankle Flexion Moment                1.0
                                                       Ankle Ab/Adduction Mom ent
                                                                                        4.0
                                                                                               Ankle Flexion/Extension Pow er



      Dors                                      Add                                    Gen


       Nm                                        Nm                                      W


      Plan                                      Abd                                    Abs


      -1.0                                      -1.0                                    -2.0

       40
             Fore/Aft Shear Force                30
                                                       Medial/Lateral Shear Force
                                                                                        140
                                                                                               Vertical Ground Reaction Force




        N                                         N                                       N




       -40                                       -30                                      0
              Left Mean Barefoot (Mean Barefoot) Right Mean Barefoot (Mean Barefoot) Avg File 7 (Normals.gcd)
Limitations of current methods of Clinical
Gait Analysis

• Modelling errors
  –Centre of knee rotation
  –Marker placement
  –Soft tissue movement
  –Foot modelling
Limitations of current methods of Clinical
Gait Analysis

• Practical data collection constraints
  –Artificial capture environment
  –Snapshot analysis
  –Restricted activities
  –Specialist staff
  –Intrusive
  –Expensive
Specks


         •
Potential benefits of Specks for CGA
• Address limitations of current optical motion
  capture methods
• Provide objective measure of functional ability in
  every day environments
• Provide ongoing monitoring
• Increase national service capacity
• Reduce assessment costs
Comparative Results

   • Normal Data Collection

   • Patient Data Collection
Comparative Results – Pelvic Tilt
                                   Pelvic Tilt
                        30


                        Ant


                        deg


                       Post


                        -10




   Graph from Specks          Graph from Vicon
Comparative Results – Hip Flexion
                                    Hip Flexion
                         60


                        Flex


                        deg


                         Ext


                        -15




   Graph from Specks           Graph from Vicon
Comparative Results – Knee Flexion
                                 Knee Flexion
                         90


                        Flex


                        deg


                         Ext


                        -15


   Graph from Specks       Graph from Vicon
Comparative Results – Ankle Flexion
                                   Ankle Flexion
                        30


                       Dors


                        deg


                       Plan


                        -30


   Graph from Specks          Graph from Vicon
Comparative Results – Pelvic
Obliquity
                                Pelvic Obliquity
                         15


                         Up


                        deg


                       Dow n


                         -15



   Graph from Specks           Graph from Vicon
Comparative Results – Hip Abduction
                                 Hip Adduction
                        20


                       Add


                       deg


                       Abd


                       -15


   Graph from Specks         Graph from Vicon
Comparative Results – Pelvic
Rotation
                                 Pelvic Rotation
                       30


                        Int


                       deg


                       Ext


                       -30


   Graph from Specks          Graph from Vicon
Patient Data


               30
                     Pelvic Tilt




               deg




               -10
Patient Data

               90
                     Knee Flexion




               deg




               -15
Patient Data


               15
                     Pelvic Obliquity




               deg




               -15
Patient Data


               20
                     Hip Adduction




               deg




               -15
Patient Data


               30
                     Pelvic Rotation




               deg




               -30
Patient Data


               30
                     Pelvic Tilt




               deg




               -10
Patient Data


               60
                     Hip Flexion




               deg




               -15
Original Curves   Zero Mean Adjusted
Original Curves   Zero Mean Adjusted
Original Curves   Zero Mean Adjusted
Analysis of The Use of Specks in Clinical
Gait Analysis

   • Format of result in line with Gait Analysis
     reports
   • Integration cumulative error, reset at mid-
     stance
   • Reset orientation of markers
   • Zero centred magnitudes
Future work

• Anterior/Posterior pelvic tilt
     • “Root” of calculations

• Position of foot marker

• Orientation of markers
Future Work
 • Design
            – Size

 • Transmitting Wire / Internal memory

 • Battery life

 • Transmission problems

 • Segmentation automated for pathological gait
Summary of The Use of Specks in Gait
Analysis
    Kinematics
        • Angular displacements in 3 planes

•   Kinetics
         • Forces, moments, powers
         • Force Transducers

•   Temporal Parameters
        • Walking speed (m/s)
        • Cadence (steps/min)
        • Double/Single support time (s)
        • Stride length (m)
        • Step length (m)
        • Step time (s)
Thank you for your attention

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The use of Specks in Gait Analysis

  • 1. The Use of Specks in Gait Analysis Smita Sasindran1, Jennifer Walsh2, Alison Richardson2, Jan Herman2, James Hollington2 1 School of Informatics, University of Edinburgh 2 Anderson Gait Laboratory, SMART Centre, Astley Ainslie Hospital, Edinburgh
  • 2. Gait Analysis • Brief observation to sophisticated measurement • Patient population • 75% paediatric • Cerebral Palsy • Neurological Disorders • Prosthetics • Treatment Planning • Analysis of intervention
  • 3. Clinical Gait Analysis • One of 2 centres in Scotland providing clinical gait analysis • Clinical Gait Analysis – 3D analysis • Vicon 460
  • 4. Biomechanical model • Three markers per body segment • Markers on joints define two adjacent segments • Marker placement conducted by physiotherapist • Markers placed on bony prominences and anatomical markers
  • 5. Biomechanical model • Modified Helen Hayes model 3D axis system for each segment • Sagittal plane angles - Flexion/extension • Coronal plane angles Abduction/adduction • Transverse plane angles Internal/external rotation
  • 8. Three-dimensional gait analysis • Track images from two or more cameras • Points used to reconstruct original 3D trajectories
  • 9.
  • 10.
  • 11. Clinical Gait Analysis • Kinematics • Angular displacements in 3 planes • Kinetics • Forces, moments, powers • Temporal Parameters • Walking speed (m/s) • Cadence (steps/min) • Double/Single support time (s) • Stride length (m) • Step length (m) • Step time (s)
  • 13. Kinetics 2.0 Hip Flexion Moment 1.0 Hip Ab/Adduction Moment 3.0 Hip Flexion/Extens ion Power Flex Add Gen Nm Nm W Ext Abd Abs -1.0 -1.0 -2.0 2.0 Knee Flexion Moment 1.0 Knee Ab/Adduction Moment 2.0 Knee Flexion/Extension Pow er Flex Var Gen Nm Nm W Ext Valg Abs -1.0 -1.0 -2.0 3.0 Ankle Flexion Moment 1.0 Ankle Ab/Adduction Mom ent 4.0 Ankle Flexion/Extension Pow er Dors Add Gen Nm Nm W Plan Abd Abs -1.0 -1.0 -2.0 40 Fore/Aft Shear Force 30 Medial/Lateral Shear Force 140 Vertical Ground Reaction Force N N N -40 -30 0 Left Mean Barefoot (Mean Barefoot) Right Mean Barefoot (Mean Barefoot) Avg File 7 (Normals.gcd)
  • 14. Limitations of current methods of Clinical Gait Analysis • Modelling errors –Centre of knee rotation –Marker placement –Soft tissue movement –Foot modelling
  • 15. Limitations of current methods of Clinical Gait Analysis • Practical data collection constraints –Artificial capture environment –Snapshot analysis –Restricted activities –Specialist staff –Intrusive –Expensive
  • 16. Specks
  • 17. Potential benefits of Specks for CGA • Address limitations of current optical motion capture methods • Provide objective measure of functional ability in every day environments • Provide ongoing monitoring • Increase national service capacity • Reduce assessment costs
  • 18. Comparative Results • Normal Data Collection • Patient Data Collection
  • 19. Comparative Results – Pelvic Tilt Pelvic Tilt 30 Ant deg Post -10 Graph from Specks Graph from Vicon
  • 20. Comparative Results – Hip Flexion Hip Flexion 60 Flex deg Ext -15 Graph from Specks Graph from Vicon
  • 21. Comparative Results – Knee Flexion Knee Flexion 90 Flex deg Ext -15 Graph from Specks Graph from Vicon
  • 22. Comparative Results – Ankle Flexion Ankle Flexion 30 Dors deg Plan -30 Graph from Specks Graph from Vicon
  • 23. Comparative Results – Pelvic Obliquity Pelvic Obliquity 15 Up deg Dow n -15 Graph from Specks Graph from Vicon
  • 24. Comparative Results – Hip Abduction Hip Adduction 20 Add deg Abd -15 Graph from Specks Graph from Vicon
  • 25. Comparative Results – Pelvic Rotation Pelvic Rotation 30 Int deg Ext -30 Graph from Specks Graph from Vicon
  • 26. Patient Data 30 Pelvic Tilt deg -10
  • 27. Patient Data 90 Knee Flexion deg -15
  • 28. Patient Data 15 Pelvic Obliquity deg -15
  • 29. Patient Data 20 Hip Adduction deg -15
  • 30. Patient Data 30 Pelvic Rotation deg -30
  • 31. Patient Data 30 Pelvic Tilt deg -10
  • 32. Patient Data 60 Hip Flexion deg -15
  • 33. Original Curves Zero Mean Adjusted
  • 34. Original Curves Zero Mean Adjusted
  • 35. Original Curves Zero Mean Adjusted
  • 36. Analysis of The Use of Specks in Clinical Gait Analysis • Format of result in line with Gait Analysis reports • Integration cumulative error, reset at mid- stance • Reset orientation of markers • Zero centred magnitudes
  • 37. Future work • Anterior/Posterior pelvic tilt • “Root” of calculations • Position of foot marker • Orientation of markers
  • 38. Future Work • Design – Size • Transmitting Wire / Internal memory • Battery life • Transmission problems • Segmentation automated for pathological gait
  • 39. Summary of The Use of Specks in Gait Analysis Kinematics • Angular displacements in 3 planes • Kinetics • Forces, moments, powers • Force Transducers • Temporal Parameters • Walking speed (m/s) • Cadence (steps/min) • Double/Single support time (s) • Stride length (m) • Step length (m) • Step time (s)
  • 40. Thank you for your attention