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    Chapter 5Chapter 5

    Motor Control TheoriesMotor Control Theories

    Concept:Theories about how we control coordinatedmovement differ in terms of the roles of central and

    environmental features of a control system

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    Theory and Professional PracticeTheory and Professional Practice

    What is a theory?What is a theory?

    Accurately describes a large class of observationsAccurately describes a large class of observations

    Make definite predictions about results of future observationsMake definite predictions about results of future observations

    (a!king" #$$%&(a!king" #$$%&

    Theories of 'otor learning and control focus onTheories of 'otor learning and control focus on

    )*plaining hu'an 'ove'ent behavior)*plaining hu'an 'ove'ent behavior

    Providing e*planations about !hy people perfor' skills as theyProviding e*planations about !hy people perfor' skills as they

    dodo

    +oes a theory have relevance to professional practice?+oes a theory have relevance to professional practice?

    Provides the ,!hy- basis for !hat practitioners doProvides the ,!hy- basis for !hat practitioners do

    [[.ee /igure 50#.ee /igure 50#]]

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    Motor Control TheoryMotor Control Theory

    +escribes and e*plains ho! the nervous+escribes and e*plains ho! the nervous

    syste' produces coordinated 'ove'entsyste' produces coordinated 'ove'ent

    of 'otor skill in a variety of environ'entsof 'otor skill in a variety of environ'ents

    T!o i'portant ter'sT!o i'portant ter's

    CoordinationCoordination

    The degrees of freedo' proble'The degrees of freedo' proble'

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    CoordinationCoordination

    Patterning of body and li'b 'otions relative toPatterning of body and li'b 'otions relative to

    the patterning of environ'ental ob1ects andthe patterning of environ'ental ob1ects and

    events (Turvey" #$$2&events (Turvey" #$$2&

    T!o parts to considerT!o parts to considerMove'ent pattern of a skill in relation to a specificMove'ent pattern of a skill in relation to a specific

    point of ti'epoint of ti'e

    Conte*t of the environ'ent of the head" body"Conte*t of the environ'ent of the head" body"

    and3or li'b 'ove'ents so the actions can beand3or li'b 'ove'ents so the actions can beacco'plishedacco'plished

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    +egrees of /reedo' Proble'+egrees of /reedo' Proble'

    +egrees of freedo' (df& 4+egrees of freedo' (df& 4u'ber of independentu'ber of independent

    ele'ents in a syste' and the !ays each ele'ent canele'ents in a syste' and the !ays each ele'ent can

    actact

    +egrees of freedo' proble' 4+egrees of freedo' proble' 4o! to control the df too! to control the df to'ake a co'ple* syste' act in a specific !ay'ake a co'ple* syste' act in a specific !ay

    e0g0 The control of a helicopter6s flight (described ine0g0 The control of a helicopter6s flight (described in

    the te*tbook&the te*tbook&

    +egree of freedo' proble' for the control of 'ove'ent+egree of freedo' proble' for the control of 'ove'ento! does the nervous syste' control the 'any df of 'uscles"o! does the nervous syste' control the 'any df of 'uscles"

    li'bs" and 1oints to enable a person to perfor' an action asli'bs" and 1oints to enable a person to perfor' an action as

    intended?intended?

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    T!o 7eneral Types ofT!o 7eneral Types of

    Control .yste'sControl .yste's

    Open- and Closed-Loop Control SystemsOpen- and Closed-Loop Control Systems

    88See Figure 5.3See Figure 5.399

    :ncorporated into all theories of 'otor control:ncorporated into all theories of 'otor control

    Models of basic descriptions to sho! different !aysModels of basic descriptions to sho! different !aysthe C. and P. initiate and control actionthe C. and P. initiate and control action

    )ach has a central control center (e*ecutive&)ach has a central control center (e*ecutive&/unction to generate and for!ard 'ove'ent/unction to generate and for!ard 'ove'ent

    instructions to effectors (i0e0" 'uscles&instructions to effectors (i0e0" 'uscles&

    )ach includes 'ove'ent instructions fro' control)ach includes 'ove'ent instructions fro' controlcenter to effectorscenter to effectors

    Content of the instructions differs bet!een syste'sContent of the instructions differs bet!een syste's

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    +ifferences ;et!een the .yste's+ifferences ;et!een the .yste'sOpen-LoopOpen-Loop

    +oes not use feedback+oes not use feedback

    Control center provides all the infor'ation for effectors toControl center provides all the infor'ation for effectors tocarry out 'ove'entcarry out 'ove'ent

    +oes not use feedback to continue and ter'inate 'ove'ent+oes not use feedback to continue and ter'inate 'ove'ent

    Closed-LoopClosed-Loop

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    T!o Theories of Motor ControlT!o Theories of Motor Control

    1.1. Motor Program-based theor!Motor Program-based theor!Me'ory>basedMe'ory>based

    'echanis' that controls coordinated'echanis' that controls coordinated

    'ove'ent'ove'ent

    ".". #nami$ Pattern theor %a.&.a. #nami$al#nami$ Pattern theor %a.&.a. #nami$alSstems'!Sstems'!+escribes and e*plains coordinated+escribes and e*plains coordinated

    'ove'ent control by e'phasiing the role of'ove'ent control by e'phasiing the role of

    infor'ation in the environ'ent andinfor'ation in the environ'ent and

    'echanical properties of the body and li'bs'echanical properties of the body and li'bs

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    Motor Progra'>;ased TheoryMotor Progra'>;ased Theory

    ;est e*a'ple co'es fro' ,.che'a Theory- by;est e*a'ple co'es fro' ,.che'a Theory- by

    .ch'idt (#$@@&.ch'idt (#$@@&

    7eneralied 'otor progra' (7MP&7eneralied 'otor progra' (7MP&

    ypothesied 'e'ory>based 'echanis'ypothesied 'e'ory>based 'echanis'responsible for adaptive and fle*ible ualities ofresponsible for adaptive and fle*ible ualities of

    hu'an 'ove'enthu'an 'ove'ent

    Proposed that each 7MP controls aProposed that each 7MP controls a

    class ofclass of

    actionsactionsthat have co''onthat have co''on invariantinvariant

    characteristicscharacteristics

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    Motor Progra'>;ased Theory"Motor Progra'>;ased Theory"

    cont6dcont6dGMP FunctionGMP FunctionTo serve as the basis for generating 'ove'ent instructionsTo serve as the basis for generating 'ove'ent instructions

    prior toprior toandandduringduringthe perfor'ance of an actionthe perfor'ance of an action

    GMP CharacteristicsGMP Characteristics:nvariant features:nvariant features

    Characteristics of the 7MP that do not vary across perfor'ancesCharacteristics of the 7MP that do not vary across perfor'ances

    of a skill !ithin class of actionsof a skill !ithin class of actions

    The identifying signature of a 7MPThe identifying signature of a 7MP

    Para'etersPara'eters.pecific 'ove'ent features added to the invariant features to.pecific 'ove'ent features added to the invariant features to

    enable the perfor'ance of a skill in a specific situationenable the perfor'ance of a skill in a specific situation

    Characteristics can vary fro' one perfor'ance of a skill to anotherCharacteristics can vary fro' one perfor'ance of a skill to another

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    Motor Progra'>;ased Theory"Motor Progra'>;ased Theory"

    cont6dcont6dInvariant features and parametersInvariant features and parameters)*a'ple of an invariant feature)*a'ple of an invariant feature

    =elative ti'e of the co'ponents of an action (i0e0 B of=elative ti'e of the co'ponents of an action (i0e0 B oftotal ti'e each co'ponent uses during perfor'ance&total ti'e each co'ponent uses during perfor'ance&

    )*a'ple of a para'eter)*a'ple of a para'eterverall ti'e (i0e0& for perfor'ing a skillverall ti'e (i0e0& for perfor'ing a skill

    An Analogy from Music and Dance

    Relative time = Rhythm (beat) of the music, e.g. The 3

    beats to a measure for a waltz

    Overall time = Tempo (The speed at which you waltz)Regardless of how fast or slow you waltz, the

    rhythm remains the same i.e. in!ariant)

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    7MP for Walking7MP for Walking

    :nvariant:nvariant

    =elative ti'e for gait cycle phases >=elative ti'e for gait cycle phases >

    Para'eterPara'eter

    Walking speedWalking speed

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    Motor Progra'>;ased TheoryMotor Progra'>;ased Theory

    Testing =elative Ti'e :nvarianceTesting =elative Ti'e :nvarianceEperiment !y Shapiro et al" #$%&$'Eperiment !y Shapiro et al" #$%&$'

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    +yna'ic Pattern Theory+yna'ic Pattern Theory

    (a0k0a0" +yna'ical .yste's&(a0k0a0" +yna'ical .yste's&+escribes the control of coordinated 'ove'ent that+escribes the control of coordinated 'ove'ent that

    e'phasies the role of infor'ation in the environ'ente'phasies the role of infor'ation in the environ'ent

    and dyna'ic properties of the body3li'bsand dyna'ic properties of the body3li'bs

    ;egan to influence vie!s about 'otor control in early;egan to influence vie!s about 'otor control in early#$@26s#$@26s

    Gie!s the process of hu'an 'otor control as aGie!s the process of hu'an 'otor control as a

    complex systemcomplex systemthat behaves like any co'ple*that behaves like any co'ple*

    biological or physical syste'biological or physical syste'Concerned !ith identifyingConcerned !ith identifying lawslaws(natural and physical&(natural and physical&

    that govern changes in hu'an coordination patternsthat govern changes in hu'an coordination patterns

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    +yna'ic Pattern Theory Concepts+yna'ic Pattern Theory Concepts

    Motor control syste' operates on the basisMotor control syste' operates on the basis

    of non>linear dyna'icsof non>linear dyna'ics

    ;ehavioral changes;ehavioral changesare not al!ays continuous"are not al!ays continuous"

    linear progressions butlinear progressions butoften 'ake sudden andoften 'ake sudden and

    abrupt changesabrupt changes

    ;ehaviors specified by environ'ental and task;ehaviors specified by environ'ental and task

    characteristics3conditionscharacteristics3conditions;ehaviors are self>organied;ehaviors are self>organied

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    +yna'ic Pattern Theory Concepts+yna'ic Pattern Theory Concepts

    AttractorsAttractors(ttractor (ttractor A stable state of the 'otor controlA stable state of the 'otor controlsyste' that leads to behavior according tosyste' that leads to behavior according to

    preferred coordination patterns (preferred coordination patterns (e.g. *al&inge.g. *al&ing&&

    Characteristics of an attractorCharacteristics of an attractor..

    :dentified by order para'eters:dentified by order para'eters ##e.ge.g0" relative phase&0" relative phase&

    Control para'eters (Control para'eters (e.ge.g0" speed& influence order0" speed& influence order

    para'eterspara'eters

    Mini'u' trial>to>trial perfor'ance variabilityMini'u' trial>to>trial perfor'ance variability

    .tability .tability (etains present state despite perturbation(etains present state despite perturbation

    )nergy efficient)nergy efficient

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    +yna'ic Pattern Theory Concepts+yna'ic Pattern Theory Concepts

    rder and Control Para'etersrder and Control Para'etersOrder parametersOrder parametersAlso called collective variablesAlso called collective variables

    /unctionally specific and abstract variables/unctionally specific and abstract variables

    that define the overall behavior of the syste'that define the overall behavior of the syste')nable a coordinated pattern of 'ove'ent)nable a coordinated pattern of 'ove'ent

    that can be reproduced and distinguished fro'that can be reproduced and distinguished fro'other patternsother patterns

    =elative phase=elativephaseis the 'ost pro'inent ofis the 'ost pro'inent oforder para'eters !hich represents theorder para'eters !hich represents the'ove'ent relationship bet!een t!o 'ove'ent'ove'ent relationship bet!een t!o 'ove'entseg'ents (see chapter F&seg'ents (see chapter F&

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    rder and Control Para'eters"rder and Control Para'eters"

    cont6dcont6dControl parameterControl parameter

    A variable" !hen increased or decreased"A variable" !hen increased or decreased"!ill influence the stability and character of the!ill influence the stability and character of the

    order para'eterorder para'eter:s i'portant to identify since it beco'es:s i'portant to identify since it beco'es

    the variable to 'anipulate in order to assessthe variable to 'anipulate in order to assessthe stability of the order para'eterthe stability of the order para'eter

    Provides the basis for deter'iningProvides the basis for deter'iningattractor states for patterns of li'b 'ove'entattractor states for patterns of li'b 'ove'ent

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    +yna'ic Pattern Theory Concepts+yna'ic Pattern Theory Concepts

    .elf>rganiation.elf>rganiation

    .elf>rganiation.elf>rganiation

    When certain conditions characterie aWhen certain conditions characterie a

    situation" a specific pattern of li'b 'ove'entsituation" a specific pattern of li'b 'ove'ente'ergese'erges

    This pattern of 'ove'ent self>organiesThis pattern of 'ove'ent self>organies

    !ithin the characteristic of environ'ental!ithin the characteristic of environ'ental

    conditions and li'b dyna'icsconditions and li'b dyna'ics

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    Attractors and .elf>rganiation forAttractors and .elf>rganiation for

    Move'ent CoordinationMove'ent Coordination7ait Transitions7ait Transitions

    =esearch (=esearch (to be dis$ussedto be dis$ussedmore in $h. ,more in $h. ,& sho!s that if& sho!s that ifa person begins !alking ona person begins !alking on

    tread'ill at slo! speedtread'ill at slo! speedTread'ill speed increasesTread'ill speed increasesevery fe! 'inutesevery fe! 'inutes

    Person begins to run at aPerson begins to run at acertain speed 8certain speed 8not samenot same

    speed +or all peoplespeed +or all people99.a'e effect if person begins.a'e effect if person beginsrunning on tread'ill >running on tread'ill >;egins to !alk at certain;egins to !alk at certainspeedspeed

    .!i' .troke Transitions.!i' .troke Transitions

    =esearch in /rance (F22D&=esearch in /rance (F22D&

    #D elite 'ale s!i''ers#D elite 'ale s!i''ers

    )ach trial involved a s!i')ach trial involved a s!i'

    velocity increase 8began atvelocity increase 8began atpreferred velocity9preferred velocity9

    Ar'>stroke analysis sho!ed FAr'>stroke analysis sho!ed Fdistinct ar' 'ove'entdistinct ar' 'ove'entcoordination 'odescoordination 'odes

    ;egan in one 'ode but abruptly;egan in one 'ode but abruptlybegan Fbegan Fndnd'ode at a specific'ode at a specifics!i' velocitys!i' velocity

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    Attractors and .elf>rganiation forAttractors and .elf>rganiation for

    Move'ent Coordination" cont6dMove'ent Coordination" cont6d/iscuss ho) the t)o research eamples on the/iscuss ho) the t)o research eamples on theprevious slide demonstrate the dynamicprevious slide demonstrate the dynamic

    pattern theory concepts of.pattern theory concepts of.

    Self-organi0ationSelf-organi0ation Control parameterControl parameter

    (ttractors(ttractors ((i.e. stable $oordination statesi.e. stable $oordination states&&

    1on-linear !ehavior change1on-linear !ehavior change

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    +yna'ic Pattern Theory Concepts+yna'ic Pattern Theory Concepts

    Coordinative .tructuresCoordinative .tructures/unctional synergies (/unctional synergies (i.ei.e0 cooperative groups&0 cooperative groups&

    of 'uscles and 1oints that act cooperatively toof 'uscles and 1oints that act cooperatively to

    produce an actionproduce an action

    :f a perturbation stops one set of 'uscles fro':f a perturbation stops one set of 'uscles fro'

    !orking" another !orks in its place!orking" another !orks in its place

    e0g0 !alking !ith a leg caste0g0 !alking !ith a leg cast

    +evelop through practice" e*perience" or+evelop through practice" e*perience" ornaturallynaturally

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    +yna'ic Pattern Theory Concepts+yna'ic Pattern Theory Concepts

    Perception and Action CouplingPerception and Action CouplingThe linking together (The linking together ( i.ei.e0 coupling& of 'ove'ent to0 coupling& of 'ove'ent toenviron'ental infor'ationenviron'ental infor'ation

    The perception partThe perception part

    The detection of critical invariant infor'ation in the environ'entThe detection of critical invariant infor'ation in the environ'entThe action partThe action part

    The 'ove'ent that beco'es associated !ith !hat is specifiedThe 'ove'ent that beco'es associated !ith !hat is specified

    by the environ'ental infor'ationby the environ'ental infor'ation

    An e*a'pleAn e*a'pleWhen !alking" the ti'e to contact an ob1ect in your path!ayWhen !alking" the ti'e to contact an ob1ect in your path!ay

    (specified by the perception of the changing sie of the ob1ect&(specified by the perception of the changing sie of the ob1ect&

    deter'ines !hen you initiate stepping over the ob1ectdeter'ines !hen you initiate stepping over the ob1ect

    i0e0 Hour stepping action is ,coupled- !ith your visual perceptioni0e0 Hour stepping action is ,coupled- !ith your visual perception

    of the ob1ectof the ob1ect

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    Present .tate of the ControlPresent .tate of the Control

    Theory :ssueTheory :ssueCurrently" both the 'otor progra'>based theoryCurrently" both the 'otor progra'>based theoryand dyna'ic pattern theory predo'inateand dyna'ic pattern theory predo'inate

    =esearch investigating each has sho!n that a=esearch investigating each has sho!n that a

    theory of 'otor control cannot focus e*clusivelytheory of 'otor control cannot focus e*clusivelyon 'ove'ent infor'ation specified by the C.on 'ove'ent infor'ation specified by the C.Task and environ'ental characteristics 'ust be alsoTask and environ'ental characteristics 'ust be also

    be taken into accountbe taken into account

    .peculation e*ists that a hybrid of the t!o.peculation e*ists that a hybrid of the t!otheories as a co'pro'ise theory could e'ergetheories as a co'pro'ise theory could e'ergeto e*plain the control of coordinated 'ove'entto e*plain the control of coordinated 'ove'ent