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Rehabilitation Engineering Rehabilitation Engineering 復建工程 復建工程 復建工程 復建工程 Hi L Ch Hsiao-Lung Chan Dept Electrical Engineering Chang Gung University chanhl@mail cgu edu tw chanhl@mail.cgu.edu.tw

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  • Rehabilitation EngineeringRehabilitation Engineering

    H i L ChHsiao-Lung ChanDept Electrical Engineering

    Chang Gung Universitychanhl@mail cgu edu [email protected]

  • Topics Related to Electrical Engineering and C S iComputer Science

    Biomedical Engineering

    System Analysis RehabilitationMedical MedicalSystem Analysis and Modeling

    Understand Physiological System

    Rehabilitation Engineering

    Provide Therapeutics and Aids Devices for

    Medical Instrumentation

    Monitor and Measure Physiological Event

    Medical InformaticsBuild Medical

    Information and

    Signal Processing

    Physiological System

    Medical Imaging

    and Aids Devices for the Disabled

    Physiological Event Information and Decision Support

    Systems

    Bioinformatics Detect, Classify and Analyze Biomedical

    Signals

    Display Anatomical Details and

    Physiological Function

    Solve Computational Problems in

    Molecular Biology

    HL Chan , EE, CGURehabilitation engineering 2

  • Rehabilitation devicesRehabilitation devices

    Sensorial prosthesis Locomotor prosthesis Pacemaker and life-sustaining devices Robot systems and advanced mechanics

    HL Chan , EE, CGURehabilitation engineering 3

  • Sensorial prosthesesSensorial prostheses

    Retinal prosthesis to benefit the visually impaired Hearing rehabilitation

    HL Chan , EE, CGURehabilitation engineering 4

  • Retinal Prosthesis implant systemRetinal Prosthesis implant system

    Wentai Liu et al

    http://www.irp.jhu.edu/project/HL Chan , EE, CGU

    Rehabilitation engineering 5

  • Multiple-unit Artificial Retinal Chipset (MARC)Multiple unit Artificial Retinal Chipset (MARC)

    HL Chan , EE, CGURehabilitation engineering 6

  • Early Visual SystemEarly Visual SystemHyperpolarized by

    light flashlight flash

    Signal inverted leading to

    depolarization

    G2 fires while light on, and G1 fires when turn offPeter Dayan and L.F., Theoretical Neuroscience, MIT Press, 2001.

    HL Chan , EE, CGURehabilitation engineering 7

  • Pathway form retina through LGN of thalamus to primary visual cortex

    Peter Dayan and L.F., Theoretical Neuroscience, MIT Press, 2001.HL Chan , EE, CGU

    Rehabilitation engineering 8

  • Implanted MARCImplanted MARC

    HL Chan , EE, CGURehabilitation engineering 9

  • Retinal prosthesis systemRetinal prosthesis system

    HL Chan , EE, CGURehabilitation engineering 10

  • Photo-detecting circuit & current pulse generatorPhoto detecting circuit & current pulse generator

    HL Chan , EE, CGURehabilitation engineering 11

  • MARC system functionalityMARC system functionality

    HL Chan , EE, CGURehabilitation engineering 12

  • ASK and PWMASK and PWM

    Pulse width modulation

    Amplitude shiftAmplitude shift key modulation

    HL Chan , EE, CGURehabilitation engineering 13

  • Hearing rehabilitationHearing rehabilitation

    Hearing aid Cochlear implant

    HL Chan , EE, CGURehabilitation engineering 14

  • How does hearing work?How does hearing work?

    1. Outer ear collects sound waves that pass through the air.

    2. Sound waves vibrate eardrum2. Sound waves vibrate eardrum and three tiny bones (hammer, anvil, and stirrup) in the middle earmiddle ear.

    3. This vibration moves the tiny hairs of the sensory cells in the inner ear or cochlea; sensory cells convert the vibrations to an electrical signal that is sent gto the hearing nerve.

    4. The signal travels up the nerve and into the brain where it is http://www advancedbionics com/and into the brain, where it is interpreted as sound

    http://www.advancedbionics.com/

    HL Chan , EE, CGURehabilitation engineering 15

  • Hearing aidHearing aid

    Beyond-the-ear aid In-the-ear aid

    HL Chan , EE, CGURehabilitation engineering 16

  • Principle of hearing aidPrinciple of hearing aid

    HL Chan , EE, CGURehabilitation engineering 17

  • Programmable hearing aidProgrammable hearing aid

    HL Chan , EE, CGURehabilitation engineering 18

  • Cochlear implant (Bionic ear)Cochlear implant (Bionic ear)

    Provides a sense of sound to a person who is profoundly deaf orprofoundly deaf or severely hard of hearing

    HL Chan , EE, CGURehabilitation engineering 19

  • Cochlear implant systemCochlear implant system

    HL Chan , EE, CGURehabilitation engineering 20

  • Multi-electrode cochlear implantMulti electrode cochlear implant

    HL Chan , EE, CGURehabilitation engineering 21

  • SpeechSpeech

    s i gn al

    HL Chan , EE, CGURehabilitation engineering 22

  • Australian Nucleus cochlear implantAustralian Nucleus cochlear implant

    HL Chan , EE, CGURehabilitation engineering 23

  • Nucleus implant (cont )Nucleus implant (cont.)

    HL Chan , EE, CGURehabilitation engineering 24

  • Formants and pitch in speechFormants and pitch in speech

    Point process

    Glottal excitation

    Pit h o p o

    Impulse

    Pitch

    Time-variantvocal tract

    Voiced speech

    Unvoiced speechgenerator

    xfilter system

    Random numbergenerator

    Amplitudegenerator

    HL Chan , EE, CGURehabilitation engineering 25

    Random process

  • Formant ()Formant ()

    HL Chan , EE, CGURehabilitation engineering 26

  • French Digisonic cochlear implantFrench Digisonic cochlear implant

    HL Chan , EE, CGURehabilitation engineering 27

  • Digisonic implant (cont )Digisonic implant (cont.)

    Band slelection (exceeding threshold)Band slelection (exceeding threshold)

    No need to extract more of less arttifically special features in speech to enhacespecial features in speech to enhace hearing performance

    HL Chan , EE, CGURehabilitation engineering 28

  • American Clarion cochlear implantAmerican Clarion cochlear implant

    HL Chan , EE, CGURehabilitation engineering 29

  • Clarion implant (cont )Clarion implant (cont.)

    HL Chan , EE, CGURehabilitation engineering 30

  • Cochlea structureCochlea structure

    CochleaCochlea

    HL Chan , EE, CGURehabilitation engineering 31

  • Electrode partition along cochlea (Clarion implant )Electrode partition along cochlea (Clarion implant )

    A electrode is live and all the others are connected ground.

    The live electrode sweeps the electrode array under the control of electronic multiplexingelectronic multiplexing

    Electrode pairs are electrically separated.

    Information id reduced but indepence is increased.

    HL Chan , EE, CGURehabilitation engineering 32

  • Locomotor prosthesesLocomotor prostheses

    Prosthesis control using myoelectric signal Selective neural activation for motor neural prostheses Sensory feedback for lower limb

    HL Chan , EE, CGURehabilitation engineering 33

  • Prosthesis control using myoelectric signalg y g(Myoelectric Control System at University of New Brunswick, Canada)

    HL Chan , EE, CGURehabilitation engineering 34

  • EMG during different movementsg

    HL Chan , EE, CGURehabilitation engineering 35

  • Mode of operations of myoelectric prosthesis controlMode of operations of myoelectric prosthesis control

    HL Chan , EE, CGURehabilitation engineering 36

  • Compliant grasp in a myoelectric hand prosthesisCompliant grasp in a myoelectric hand prosthesis

    HL Chan , EE, CGURehabilitation engineering 37Okuno et al, IEEE EMB 2005.

  • Grasp control in myoelectric hand prosthesisGrasp control in myoelectric hand prosthesis

    HL Chan , EE, CGURehabilitation engineering 38

  • Setup for grasp controlSetup for grasp control

    Force and displacement are measured when length perturbation is

    HL Chan , EE, CGURehabilitation engineering 39

    o ce a d d sp ace e a e easu ed e e g pe u ba o sapplied to flexor pollicis longus (FPL) muscle during contraction at constant isometric force.

  • Selective neural activation for motor neural prostheses: functional electrical stimulation (FES)

    Nerve-based activationSpinal cord-based

    ti ti

    M l b d ti ti

    Nerve-based activationactivation

    Muscle-based activation

    HL Chan , EE, CGURehabilitation engineering 40

  • Electrode for electrical stimulationElectrode for electrical stimulation

    Percutaneous electrode

    Transcutaneous electrode

    Subcutaneous electrode

  • Cleveland FES centerCleveland FES center

    Standing & transfer Walking

    HL Chan , EE, CGURehabilitation engineering 42

    http://fescenter.org/index.php

  • Sensory feedback for lower limbSensory feedback for lower limb

    Floor-based measurement

    Foot pressure

    In-shoe-based measurement

    HL Chan , EE, CGURehabilitation engineering 43

  • Central pressure (CP) trajectories in normal walkingCentral pressure (CP) trajectories in normal walking

    HL Chan , EE, CGURehabilitation engineering 44

  • CP trajectories of prosthetic (left) and natural (right) foot

    HL Chan , EE, CGURehabilitation engineering 45

  • Tactile sensation for balanceTactile sensation for balance

    No sensation Peak sensationPeak sensation

    Sensory neurons produce the sense of touch on the sole of the foot. In these cells, signals that are too weak to breach a certain

    threshold are not detected by the brain. Stochastic resonance whereby noise strengthens a signal

    can help brain sense signal.

    HL Chan , EE, CGURehabilitation engineering 46

    Improving sensation at the foot can help people maintain their balance.

  • Noise-enhanced human sensorimotor functionNoise enhanced human sensorimotor function

    HL Chan , EE, CGURehabilitation engineering 47Collins et al, IEEE EMB 2003.

  • Noise-enhanced sensorimotor function (cont )Noise enhanced sensorimotor function (cont.)

    HL Chan , EE, CGURehabilitation engineering 48Collins et al, IEEE EMB 2003.

  • Pacemakers and life-sustaining devicesPacemakers and life sustaining devices

    Diaphragm pacing for chronic respiratory insufficiency Cardiac pacemaker

    HL Chan , EE, CGURehabilitation engineering 49

  • Diaphragm pacing for chronic respiratory insufficiency

    HL Chan , EE, CGURehabilitation engineering 50

  • Neural control of respiration

    Accessory respiratory muscles

    HL Chan , EE, CGURehabilitation engineering 51

  • Cardiac pacemakerCardiac pacemaker

    Chap 12 pp 253-255 in textbook

    HL Chan , EE, CGURehabilitation engineering 52

    Chap 12, pp.253-255 in textbook

  • Circulatory control systemCirculatory control system

    Firing controlled by SA Nodeby SA Node

    Rideout, Mathematical and computer modeling of physiological systems, Prentice-Hall, Chap 4, p.109, 1991.

    HL Chan , EE, CGURehabilitation engineering 53

    Prentice Hall, Chap 4, p.109, 1991.

  • Asynchronous cardiac pacemakerAsynchronous cardiac pacemaker

    Fixed pacing rate no matter at rest or exercise

    HL Chan , EE, CGURehabilitation engineering 54

  • Synchronous cardiac pacemakerSynchronous cardiac pacemaker

    If SA node normally functions

    120 ms

    2 ms

    HL Chan , EE, CGURehabilitation engineering 55Stimulate purkinje fiber

  • Physiological cardiac pacemakerPhysiological cardiac pacemaker

    Automatically adjust heart rate to match level of activity

    HL Chan , EE, CGURehabilitation engineering 56E. Park, St. Jude Medical

  • Physiological cardiac pacemaker (cont )Physiological cardiac pacemaker (cont.)

    When the sensor determines the patient needs rate response, reaction time parameter regulates how quickly rate response is deliveredrate response is delivered

    By considering patients age, lifestyle, activities, and how quickly patients would need rate responsequickly patients would need rate response

    HL Chan , EE, CGURehabilitation engineering 57

    E. Park, St. Jude Medical

  • Physiological cardiac pacemaker (cont )Physiological cardiac pacemaker (cont.)

    Recovery time determines the minimum time from maximum sensor rate to go back down to programmed based ratebased rate

    HL Chan , EE, CGURehabilitation engineering 58E. Park, St. Jude Medical

  • Sensors for physiologic cardiac pacemakerSensors for physiologic cardiac pacemaker

    Activity sensors Accelerometers Vibration sensors

    Physiologic sensorsQRS d l i i & QT i l QRS depolarization & QT interval

    Peak endocardial accelerationMinute ventilation Minute ventilation

    Temperature

    HL Chan , EE, CGURehabilitation engineering 59E. Park, St. Jude Medical

  • Activity sensorsActivity sensors

    HL Chan , EE, CGURehabilitation engineering 60E. Park, St. Jude Medical

  • QRS depolarization and QT intervalQRS depolarization and QT interval

    QRS depolarization decreases in area with exercise QT interval shortens with exercise

    HL Chan , EE, CGURehabilitation engineering 61E. Park, St. Jude Medical

  • Endocardial acceleration sensorEndocardial acceleration sensor

    Inserted in the tip of pacing lead for chronic measurement of endocardial acceleration (EA)P k EA fl t di t tilit d t b li Peak EA reflects cardiac contractility and metabolic demand

    HL Chan , EE, CGURehabilitation engineering 62E. Park, St. Jude Medical

  • Peak endocardial acceleration (PEA)Peak endocardial acceleration (PEA)

    HL Chan , EE, CGURehabilitation engineering 63E. Park, St. Jude Medical

  • Minute ventilation (MV)Minute ventilation (MV)

    Uses low-level electrical signals to measure resistance across the chest

    R i t i d i i h li d d d i Resistance increases during inhaling, and decreases during exhaling

    Detect respiration rate (RR) and relative change in tidal Detect respiration rate (RR) and relative change in tidal volume (TV) MV = RR x TVMV RR x TV

    Related to metabolic

    HL Chan , EE, CGURehabilitation engineering 64E. Park, St. Jude Medical

  • TemperatureTemperature

    Related to metabolic

    HL Chan , EE, CGURehabilitation engineering 65E. Park, St. Jude Medical

  • Robot systems and advanced mechanicsRobot systems and advanced mechanics

    Obstacle avoidance systems for the blind and visually impairedWh l h i Wheelchairs

    HL Chan , EE, CGURehabilitation engineering 66

  • Obstacle avoidance systems for the blind and visually impaired: NavBelt

    Transferring mobile robotics technology to a portable navigation aid for the blind g

    HL Chan , EE, CGURehabilitation engineering 67

  • NavBeltNavBelt

    Obstacle are detected by ultrasonic sensors

    Sonar range readings are projected onto polar histogramhistogram

    Acoustic sweep is generated from polar histogram12150 from polar histogram 12150

  • GuideCaneGuideCane

    HL Chan , EE, CGURehabilitation engineering 69

  • Intelligent power wheelchairIntelligent power wheelchair

    Mazo and SIAMO Project IEEE Robot & Automation 2001

    HL Chan , EE, CGURehabilitation engineering 70

  • Intelligent power wheelchair (cont )Intelligent power wheelchair (cont.)

    HL Chan , EE, CGURehabilitation engineering 71

  • Breath-expulsion unitBreath expulsion unit

    HL Chan , EE, CGURehabilitation engineering 72

  • Guidance by head movementsGuidance by head movements

    HL Chan , EE, CGURehabilitation engineering 73

  • Guidance by electro-oculography (EOG)Guidance by electro oculography (EOG)

    Ocular dipolep

    HL Chan , EE, CGURehabilitation engineering 74

  • Navigation strategy for wheelchairNavigation strategy for wheelchair

    Landmark based absolute positioningLandmark-based absolute positioning

    HL Chan , EE, CGURehabilitation engineering 75

  • Navigation strategy for wheelchairNavigation strategy for wheelchair

    Local mapping-based navigation: self-identifyingenvironment.

    HL Chan , EE, CGURehabilitation engineering 76

  • E-Motion power-assisted wheelchairE Motion power assisted wheelchair

    The wheels assist the user to propel the wheelchair

    The batteries are integrated gin the wheel hub.

    A sensor registers the propelling movement andpropelling movement and activates the electrical motors

    HL Chan , EE, CGURehabilitation engineering 77

  • iBOT wheelchairiBOT wheelchair

    Self-balancing technology allows the user to

    go up and down staircases go up and down staircases navigate difficult terrain stand at eye level with the

    b l l d hambulatory people around them

    http://www.ibotnow.com/

    HL Chan , EE, CGURehabilitation engineering 78

    http://www.ibotnow.com/

  • iBOT (cont )iBOT (cont.)

    4-wheel stand balance

    Climb up/down stairs

    http://www.ibotnow.com/

    HL Chan , EE, CGURehabilitation engineering 79

  • ReferenceReference

    Horia-Nicolai Teodorescu, Lakhmi Jain. Intelligent Systems and Technologies in Rehabilitation Engineering, CRC Press, 20012001.

    Rory Cooper, Hisaichi Ohnabe, Douglas Hobson. Introduction to Rehabilitation Engineering Taylor &Introduction to Rehabilitation Engineering, Taylor & Francis, 2007.

    Wikipedia, the free encyclopedia Wikipedia, the free encyclopedia

    HL Chan , EE, CGURehabilitation engineering 80