Research Papaer
Research Papaer
   Abstract— In this paper, a 5 DOF trans-humeral robotic                wrist. For example if a person writes a word using a trans-
prosthesis: MoBio is proposed. MoBio includes 2 DOF at                   humeral prosthesis with absent U/R deviation, shoulder and
wrist which is rare in other trans-humeral prostheses. Through           elbow should take over the particular motion. This causes
anthropometric features MoBio prosthetic arm can achieve
elbow flexion/extension, forearm supination/pronation, wrist             limiting the full use of the shoulder mobility and discom-
radial/ulnar deviation, wrist flexion/extension and compound             fort to the amputee. Therefore it is important for a trans-
motion of thumb and index finger. An EMG based control                   humeral prosthesis to have both wrist motions. Even though
method which uses EMG signals of the biceps brachii and                  researches have been carried out to achieve these functions
triceps brachii, is used with a motion switching mechanism               using parallel manipulators and motors [8] and using hybrid
to control the prosthesis. Experimental results have verified the
usability and effectiveness of MoBio in performing Activities of         (Electrically powered+body powered) prostheses [6], they
Daily Living.                                                            have failed to achieve the shift between two axes of two
   Index Terms— trans-humeral, prosthesis, electromyography              wrist motions. Intersected two axes make the wrist motions
                                                                         of the prosthesis deviating further from the natural motions.
                       I. I NTRODUCTION                                     Moreover, when designing a prosthesis weight is a crucial
                                                                         factor. Prostheses with over weight limit the ranges of mo-
   Trans-humeral prostheses are used to replace the missing              tions of the prosthesis and cause musculo-skeletal disorders.
upper limb segment after an amputation between shoulder                  Thus, the weight of the prosthesis should be similar or lesser
and elbow [1]. In order to make these prostheses more com-               to the actual human upper limb. Though the fact remains as
plaisant for amputees, researchers are working on developing             such, due to the components added to achieve the required
functional, anthropomorphic and dexterous prostheses. How-               motions, prostheses tend to exceed the weight limit. Hence,
ever, these prostheses stay way back when compared to the                keeping the co-relation between the functions of prosthesis
natural limbs: in the sense of functionality and anthropometry           and the weight of the prosthesis has become a challenging
[2]. Therefore, developing active upper limb prostheses with             research.
proper hardware design and human motion intention based                     As a solution, this paper proposes a 5 DOF prosthesis
control has become a widely researched area nowadays.                    named MoBio. It has novel 2 DOF wrist which has 20mm
   Due to trans-humeral amputation, elbow, forearm, wrist                axes shift between two wrist motions. Moreover, it can
and hand motions are lost. Therefore, it is expected to                  achieve full ranges of motions as of a human upper limb.
replace those lost motions as much as possible through                   Furthermore, MoBio is fabricated considering the weight of
a trans-humeral prosthesis. Among lost motions elbow                     the prosthesis so that its weight becomes closer to the actual
flexion/extension (F/E), forearm supination/pronation (S/P),             arm. In order to evaluate the controllability of the prosthesis
wrist ulnar/radial (U/R) deviation, wrist F/E and finger                 an EMG based control algorithm with a motion switcher [9]
motions are very much important for the Activities of Daily              is used. Control algorithm uses EMG signals of bicep brachii
Living (ADL) [3], [4]. Therefore, a trans-humeral prosthesis             and triceps brachii for the controlling purpose. MoBio can be
should be able to perform these motions while having                     sequentially controlled according to the motion intention of
dexterity and anthropomorphic aspects.                                   the user, by 1 DOF at a time through a switching mechanism.
   It is evident that existing prostheses are rarely being                  The paper is structured as follows. Section II proposes
able to achieve required DOF of a trans-humeral prosthesis               the design and actuation mechanisms of MoBio. Section III
while achieving dexterous hand motions [5]–[7]. Therefore,               explains the prosthetic controller of the proposed prosthesis.
a prosthesis with simultaneously working major upper limb                Section IV describes the experiments and results. Section V
motions while having the relevant anthropometric aspects,                presents the conclusion of the paper.
is required to achieve human like motions. However, almost
all the available trans-humeral prostheses do not include two               II. D ESIGN AND ACTUATION M ECHANISMS OF M O B IO
wrist motions at the same time [5]. If one of the motions is                MoBio is a right arm trans-humeral prosthesis. In order
absent then the shoulder has to perform the motions for the              to realize human like motions, MoBio is designed with 5
                                                                         DOF: Elbow F/E, forearm S/P, wrist F/E, U/R deviation and
  *This work was supported by Senate Research Council (SRC) grant (no.
SRC/LT/2013/07)                                                          compound motion of thumb and index finger. The prosthesis
  R. Achintha M. Abayasiri, D.G. Kanishka Madusanka, N.M.P.              is shown in Fig. 2(a). The prosthesis can be attached to the
Arachchige, A.T.S. Silva and R.A.R.C.Gopura are with the                 stump arm of the amputee via osseointegrated implant [10]
Bionics Laboratory, Deptartment of Mechanical Engineering,
University of Moratuwa. achinthamihiran@gmail.com,                       or through socket and straps. Considering the high strength
gopura@mech.mrt.ac.lk                                                    to weight ratio, Aluminum is selected to build most of the
L brackets
Fig. 1. (a) 3D Model of Elbow (b) 3D Model of Forearm Part 1 (c) 3D Model of Forearm Part 2 (d) 3D Model of Wrist (e) Inside of the Hand
                                                                                                                              TABLE I
                                                                                                            D-H PARAMETERS OF M O B IO FROM ELBOW TO HAND
                                                                                                                    Link     αi 1      ai 1    di      θi
                                                                                                                     1       π/2        l1      0      θ1
                                                                                                                     2       π/2         0     l2   π/2 + θ2
                                                                                                                     3       π/2        lw     l3   π/2 + θ3
                                           (a)                                  z4   Palm
                                                                                                                     4       π/2        lh      0      θ4
                                                                                     x4
                                                           lw       y3
                        𝑙1           𝑙𝑓                                  x3           𝑙𝑒2
         x1                                         z2                                              located at the two ends of the shaft. The forearm connecting
                 z1                                            𝑙3         𝑙𝑒1
                                                                                                    plates (see Fig. 1(b)) rigidly connects with elbow shaft so
    𝑙2        x0                                          x2
                                                                                                    that the forearm assembly can rotate relative to the elbow
                   y0                                                                               assembly. Thus the elbow F/E motion is achieved.
         Elbow                             (b)
                                                                                                       Gear wheels of the elbow are fabricated using cast iron
  Fig. 2.     (a) MoBio Prosthetic arm (b) Kinematics model of MoBio                                since elbow requires high torques and applies high dynamic
                                                                                                    tooth loads on the gear wheels.
components of the prosthesis. Fabricated prosthesis: MoBio
weighs 3.2kg which is same as the weight of actual human                                            B. Forearm
arm [11]. Actual human arm’s weight of 75Kg human is                                                   The forearm design of MoBio is shown in Fig. 1(b) and
3Kg. MoBio has four major sections: elbow, forearm, wrist                                           Fig. 1(c). A DC motor is used (DCX22S, Maxon motors)
and hand in its design. The kinematic model is shown in                                             to achieve the forearm S/P motion. To transmit the output
Fig. 2(b) and table I shows the D-H parameters [12] of the                                          power of the motor to the forearm, output shaft of the motor
prosthesis where l1 = 75.6mm, l2 = 16.8mm, l3 = 4.9mm, lf                                           is connected to the internal gear with a spur gear. This
= 162.2mm, lw = 20.0mm, le1 = 69.5mm and le2 = 15.6mm.                                              internal gear is rigidly fixed to the forearm base wheel to
                                                                                                    enable the forearm S/P motion. In this design, forearm base
A. Elbow                                                                                            wheel lies inside the forearm wheel. In order to support the
   The design of the elbow is shown in Fig. 1(a). A brush                                           relative motion between two wheels a needle roller bearing
less DC motor (BLDC)(EC 4 Pole, Maxon motors) is used                                               is used. Needle roller baring is press fit to the forearm wheel
to initiate the rotary motion of the elbow. BLDC is fixed                                           and base wheel is press fit to the bearing. Forearm base
to the elbow housing. Elbow housing can be connected to a                                           plate is connected to the base wheel. The forearm base plate
socket or to a osseointegrated implant. The BLDC motor is                                           can rotate with the forearm base wheel and achieve relative
connected to a harmonic drive gear box (100:1) through a                                            motion between two forearm parts [see Fig. 1(b) and 1(c)].
spur gear pair (ratio 1:1). The output of the harmonic drive                                        For the purpose of achieving high load bearing ability to the
gear box is coupled to the elbow shaft through a spur gear                                          forearm compared to previous researches [8], forearm bars
pair with gear ratio of 23:16. Elbow shaft can rotate relative                                      have used to connect the forearm base plate to the wrist
to the Elbow shaft holding plates with the aid of bearings                                          connecting plate.
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                                      20mm Axis shift
                                                                                                                    𝑅1, 𝑅2
                                                                                                                                       N
              U/R Deviation
                                                                                                                    N
                        250    270                                                              𝑅𝑇 < 𝑅𝐸𝑋𝑃                        𝑅T > 𝑅𝑀𝐴𝑋
Y Y
                                                                             Fig. 4. EMG based controlling algorithm. RMS values of bicep brachii and
                                                                             triceps brachii (R1 and R2 ) are processed to calculate their addition (RT )
                                                                             in order to decide whether to move the prosthesis or to switch the current
                                                                             motion. REXP and RM AX are experimentally achieved according to
                                      700
                                                                             amputee’s EMG RMS. In order to reduce discrepancies in motion switching
                                                                             due to accident motions, RMS values between REXP and RM AX are
                                            Wrist F/E                        neglected.
                                     700
Fig. 3. Wrist design of MoBio. It can achieve 2 DOF wrist motions            the amputation and signals are similar to that of a able-
while maintaining the 20mm axis shift between U/R deviation and wrist        body person. The human can see the prosthesis in operation
F/E motions. Shape of the U/R connecting plate allows the wrist to achieve
full range of motion of U/R deviation.
                                                                             and accordingly he might be able to change the muscle
                                                                             activation, hence required motions are achieved. Since this
                                                                             controlling method uses human vision feedback, the system
C. Wrist                                                                     can be considered as a Human In The Loop (HITL) system
                                                                             [14].
   U/R motor (DCX22S, Maxon Motors) of the wrist [see                           EMG based controlling algorithm is shown in Fig. 4.
Fig. 1(d)] is connected through the wrist connecting plate.                  The algorithm consists of proportional EMG controller and
Bevel gear pair rigidly attached to the U/R motor shaft and                  motion switcher. Motion switcher can sequentially switch the
U/R deviation shaft enables the U/R deviation. Bevel gear                    motion.
attached to the motor shaft transmits rotary motion generated                   RMS of EMG signals for a sample size of 100 is taken
by the motor to the U/R deviation shaft through the bevel                    as of (1).
gear attached to the U/R Deviation shaft. This mechanism
gives the flexibility to the design, to adjust the distance                                                   s
                                                                                                                    Pt+N
between two perpendicular axes of the two wrist motions.                                                                i=t    Ei 2
                                                                                                      Rn =                                           (1)
Wrist of MoBio has the same feature with 20 mm shift                                                                     N
between these two axes [see Fig. 3]. L brackets of the wrist
                                                                             where, Rn , Ei , N and t are the RMS of channel n (n=1,2),
is connected to the wrist connecting plate. Shaft for U/R
                                                                             raw EMG of channel n at the given time, sample size and
deviation is supported on L brackets with two bearings,
                                                                             the beginning of the sample respectively.
where the shaft can rotate relative to the L bracket. The shape
                                                                                These RMS of EMG signals of biceps brachii and triceps
of the U/R motor plates is designed to achieve the full range
                                                                             brachii are taken as the inputs to the EMG based controlling
of motion of the U/R deviation. U bracket is connected to the
                                                                             algorithm. The addition of two RMS of EMG values (RT )
wrist F/E motor (DCX22S, Maxon Motors) through bearing,
                                                                             [refer (2)] has been checked for a isometric contraction [15].
which provides the hand-wrist connection option and the F/E
motion of the wrist.
                                                                                                          RT = R1 + R 2                              (2)
D. Hand
                                                                                Motion switcher is activated if an isometric contraction
   The hand [Fig. 1(e)] comprises of a hand base which                       is detected[see Fig. 4]. It switches the motion sequentially
enables the connection with the U bracket of the wrist. DC                   between 5 motions. The wearer can select desired motion by
motor is located inside the hand. A screw is fixed coaxially                 sequentially switching through the motion sequence.
with the DC motor shaft. A ball which moves along the screw                     The prosthesis controller controls the selected motion from
is fit to the fingers. Therefore, when the DC motor starts to                the motion switcher, if RT is below a specified threshold. The
rotate, thumb and index fingers are pushed apart or towards                  EMG proportional controller uses the agonist−antagonist
due to the ball and screw mechanism [13].                                    nature of biceps brachii and triceps brachii. The elbow
                                                                             flexion motion makes higher signals on biceps brachii and
                III. P ROSTHETIC CONTROLLER
                                                                             lower signals on triceps brachii. Elbow extension makes
  The prosthetic controller controls the prosthesis using                    triceps brachii signals high and biceps brachii signals low.
EMG signals from biceps brachii and triceps brachii. It is                   This phenomena is used in the EMG proportional controller.
assumed that the parts of two muscles are available after                    EMG proportional controller is given as of (3).
                                                                         1629
                                                                                            brushed DC motors of the prosthetic device and EPOS2
                          PERSONAL COMPUTER                                                 motor controller is used for the controlling of the BLDC
                           DAQ card                                                         motor. In the experiments, EMG signals are sampled at
      EXTRACTION SYSTEM
                                                            Micro-controllers               2000Hz and band pass filtered to be within 50Hz to 450Hz.
                           Micro-controller                                                 B. Experiments
         EMG SIGNAL
                                                           Motor Drives
                                                                                               In the first experiment, to monitor the joint angle re-
                                                                PROSTHESIS
                                                                                            sponses according to the PID controller, a sinusoidal wave
                           Angle measuring                                                  is generated through micro-controller as the desired motion
                               device
                                                                                            to PID controllers for the brushed DC motors located in the
                                                                                            forearm joint and the wrist of prosthesis. Sinusoidal input
                             Human arm               Encoders                Motors         and encoder feedback (output motion) values are collected
                                                                                            using the micro-controller.
                              Fig. 5.    Experimental Setup                                    Second experiment is carried out to validate the EMG
                                                                                            based proportional controller. Angle measuring device was
                                                                                            attached to the human arm. It was then connected to a micro-
                                                                                            controller to record the real time angle measurements. At
                          ∆θ = K1 (K2 × R1 − K3 × R2 )                                (3)   the same time encoder feedback of the elbow motor was
                                                                                            recorded to determine the angles of the elbow motion. EMG
where ∆θ, K1 , K2 , K3 are the angular change of the joint                                  signals extracted from biceps brachii and triceps brachii of a
and constant gains depend on the person respectively. [16]                                  healthy subject were used to control the prosthesis. The joint
                                                                                            angle values given by the micro-controller output, are plotted
                                 θ(t) = θ(t    1)   + ∆θ                              (4)   against the time according to the motions of both prosthetic
where θ(t) is current joint angle and θ(t 1) is the previous                                arm’s elbow and the healthy subject’s elbow motions.
joint angle.                                                                                   Third experiment is conducted to monitor the prosthetic
   Joint angles found from (4) are sent to the low level                                    arm’s ability to reach towards a destination. Prosthetic arm
controllers of the respective joints.                                                       was controlled by a healthy human arm. First the path of
   Motion sequence of MoBio has to be remembered by the                                     the human arm was tracked. Then the path of the prosthesis
user. However this controlling method gives the flexibility                                 was tracked while controlling by the healthy human hand.
for the user to skip motions if necessary. User has to                                      Markers were pasted on both human hand and MoBio to
perform “n+1” number of motion switchers, in order to                                       track their paths. The path of the hands in the both occasions
skip “n” number of motions in the sequence. The video                                       were tracked and recorded using a High Definition camera.
attached with this paper summarizes and explains further                                    The recorded path was plotted using the data extracted
about the sequence of motions and skipping the motions in                                   using Kinovea software. Motion paths of both human arm
the sequence.                                                                               and robotic arm in the X-Y plane and robotic arm’s path
   Proportional-Integral-Derivative controllers (PID) are im-                               along 2 axes with respect to time were plotted afterwards.
plemented [17] as low-level controllers at micro-controllers                                Furthermore, EMG signal variation at the same time period
(ATmega 2560, Atmel). Low level controller is used by the                                   is also recorded.
relevant prosthesis joint according to the angles received
                                                                                            C. Results
from the high level controller. Furthermore, each and ev-
ery joint is driven by a separate micro-controller. Motor                                      Fig. 7 and Fig. 8 depict the output responses of the motors
commands are sent through micro-controllers to the motor                                    for S/P, wrist F/E motions and U/R deviation. In each graph it
controller (L298, H-bridge).                                                                can be seen that output motions are not reached to the same
                                                                                            peaks as the desired motion. Since the ranges of motions
                                 IV. E XPERIMENTS                                           prosthesis are limited to the values as shown in Table II,
  MoBio prosthetic limb was evaluated for its effectiveness                                 prosthesis cannot achieve desired peak to peak ranges of
and usability. Sequence of experiments are carried out in this                              motions.
regard.                                                                                        Fig. 9 shows the motion angle relationship of both human
                                                                                            arm and MoBio in performing the elbow F/E motion. There
A. Experimental Setup                                                                       is a lag in the robotic arm motion compared to the actual
   Experimental setup (see Fig. 5) consists of MoBio, an-                                   arm motion. This phenomena mainly occurs due to the delay
gle measuring device, 3 microcontrollers (ATmega 2560,                                      generated by the signal processing and communication in the
Atmel), BLDC motor controller (EPOS2, Maxon Motors),                                        micro-controllers and softwares. The distortion which has
3 H-bridges (L298), data acquisition (DAQ) card (6220,                                      occurred at the peak of the robotic arm motion curve, has
National Instruments), EMG extraction system (16 channel                                    generated due to the noise interferences.
BagnoliT M desktop EMG system, DELSYS) and a personal                                          Fig. 6 shows the spatial motion of MoBio in reaching an
computer (PC) with MATLAB. H-bridges are used for the                                       object. Fig. 10 depicts the vertical movement (along Y-axis)
                                                                                        1630
              A                                                  B                                           C                                                      D                       E                    F
Fig. 6. MoBio’s reach towards an object: User controls MoBio through his motion intentions while taking the vision feed back from the eyes, to reach
the hand towards a specific object. The motion is performed in a plane parallel to sagittal plane.
                                                                                                                                                  120
                       Angle (deg)
                                       0
                                                                                                                                                  100
                                                                                                                                                              60
                                     -100
                                                                                                                                                              40
                                            0        500         1000      1500          2000
                                                                 Time (ms)                                                                                    20
                                                                      40                                                           Fig. 9. Elbow motion comparison between actual human arm and prosthetic
   100                                          Desired Motion                                           Desired Motion
                                                Output Motion                                            Output Motion
                                                                                                                                   arm
                                                                      30
    50                                                                20                                                                                        TABLE II
                                                                      10                                                               R ANGE OF MOTIONS COMPARISON OF ACTUAL ARM AND M O B IO ARM
    0
                                                                      0
                                                                                                                                                                                              Range (deg)   Range (deg)
                                                                     -10                                                                                        Motion                        Human Limb    MoBio arm
    -50
                                                                     -20
                                                                                                                                                       Elbow Flexion/Extension                  0 - 145       0 - 150
                                                                                                                                                         Supination/Pronation                   -85 - 70     -85 - 70
   -100                                                              -30                                                                               Wrist Flexion/Extension                  -70 - 70     -60 - 60
                                                                     −10                                                                              Wrist Ulnar/Radial deviation              -35 - 20     -27 - 25
          0   500    1000              1500 2000      2500   3000          100   200   300    400 500      600   700      800
                                     Time (ms)                                               Time (ms)
Fig. 8. (a) Motion output of the wrist F/E motor to a desired motion input
(b) Motion output of the wrist U/R motor to a desired motion input                                                                                                             V. C ONCLUSION
                                                                                                                                      This paper proposed a 5 DOF trans-humeral prosthesis
                                                                                                                                   which can mimic the human motions. A novel 2 DOF
                                                                                                                                   mechanism is proposed to realize the wrist motions. Ex-
and horizontal movement (along X-axis) of the prosthesis
                                                                                                                                   perimental results verified that the prosthesis can achieve
during this task. Furthermore, EMG pattern recorded at
                                                                                                                                   the full range of motions of elbow F/E, forearm S/P, U/R
the same time is also included in the graph so that the
                                                                                                                                   deviation and wrist F/E, just like the actual human arm.
shifting regions can be identified. Here the hand motion
                                                                                                                                   MoBio weighs about 3.2kg which is same as grown human’s
is not available in the graph [Fig. 10] because it only
                                                                                                                                   upper limb. Furthermore, results confirm the fact that the
reveal MoBio’s ability to reach an object . Two consecutive
                                                                                                                                   proposed prosthesis can reach a desired object successfully,
isometric contractions are performed during the reaching
                                                                                                                                   which is an essential activity in performing ADL.
process without any visible time gap to skip the wrist U/R
deviation and hand motion at respective intervals.                                                                                                                                   R EFERENCES
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