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Rahul Roy et al Int. Journal of Engineering Research and Applications
ISSN : 2248-9622, Vol. 4, Issue 1( Version 1), January 2014, pp.112-115

RESEARCH ARTICLE

www.ijera.com

OPEN ACCESS

An Investigation For Control Aspect Towards Modeled Dexterous
Hand System
Rahul Roy1, Anuradha Verma2, Asutosh Kumar 3, Rajdeep Chatterjee 4
1

(Department of Applied Electronics and Instrumentation Engineering, JIS College of Engineering, Nadia,
India)
2
(Department of Applied Electronics and Instrumentation Engineering, Bengal College of Engineering and
Technology, Durgapur, India)
3
(Department of Applied Electronics and Instrumentation Engineering, Bengal College of Engineering and
Technology, Durgapur, India)
4
(Department of Applied Electronics and Instrumentation Engineering, JIS College of Engineering, Nadia,
India)
ABSTRACT
The research domain of prosthetic technology has always remained a dialectic zone of creativity, yoking
together technology and biomedical necessity. Any part of the human body replication procedure commences
the prosthetic control science. Dexterity, adroitness in using the hands or body, is the prime or essential aspect in
modeling dexterous hand. Simulation procedure implies to build up stability of the reference transfer function of
Dexterous Hand. The present work deals with the discussion of stability criteria and simulation in discrete
domain of Dexterous Hand.
Keywords – Dexterous Hand, Control Strategy, Stability Analysis, Simulation and Numerical Approach.

I.

INTRODUCTION

“Dexterity" means the capability of endeffectors to autonomously perform tasks with a
certain level of complexity operated by a suitable
robotic system [7]. So many researches have been
done to construct the control model of Dexterous
Hand. The approach of modern control systems are
implemented digitally. The man machine interface
process is easier to theorize but its practical
implementation tends to be much tougher. This
work, directly related to the handicapped patients
makes it a potential aid for the society. Apart from
continuous deterministic test response (step, ramp,
impulse etc.) the study of discrete deterministic test
response for a system retains the special aspects of
modern control system [8, 9, 10]. In essence, this
device makes the prosthetic limb to mimic a real
limb, restoring the associated functionalities and
efficacies of natural arm movement [4][5].

level of control than traditional prosthetics. The
rerouted nerves growing in the muscle, amplified the
messages once sent to muscles in the arm. These
signals are read by sensors on the prosthetic limb and
translated into movement.

III.

BLOCK DIAGRAM REPRESENTATION

Fig.1a and 1b represents a dexterous hand
in rest and in grasping condition respectively.

Fig. 1. (a) The Dexterous Hand Model [11]

II.

TECHNOLOGY SURVEY BEHIND
PROSTHETIC ARM

The main technical concept, behind this
starts from taking the signal from the movement of
our limb and with the help of microcontroller
program of the signal; we are able to create the
movement of the artificial arm. New technique that
capitalizes on the movement of remaining nerves
allows amputees to intuitively control their
prosthetic limb, providing them with a much better
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112 | P a g e
Rahul Roy et al Int. Journal of Engineering Research and Applications
ISSN : 2248-9622, Vol. 4, Issue 1( Version 1), January 2014, pp.112-115

Fig. 1. (b) The Dexterous Hand Model in action
[11]
To analyze the above two models, the
control block and the transfer function of dexterous
hand have been developed.

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Fig. 4. Root-Locus Plot

Fig. 2. Control Block of Dexterous Hand [11]
Here Gc(s) represents the controller and
Gm(s) is defined as Motor and Joint. Now the
overall transfer function T(s) =Y(s) / R(s)
Fig. 5. Bode Plot

Considering

Using R-H Criterion Getting k=83.33=83 (Approx.)

IV.

SIMULATION ASPECT OF TRANSFER
FUNCTION

A system is said to be stable if any
oscillatory setup is damped out with respect to time
in consequence to Application of an input.
Fig. 6. Nyquist Plot

Fig. 3. Step Response

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It is already initiated by optimization that
for K= 83, the system is stable. In reference to fig. 4
all the roots are on the left hand side (L.H.S) of the
s-plane. Thus the system is perfectly stable. In Fig. 5
GM (infinite dB) is greater than PM (73.1 dB) and
gain margin is infinite, so the system is stable but
practically not feasible. Now according to fig.6 N
(the number of encirclements of the (-1, 0) point) =
0, P (the number of poles on the real axis) = 0.
Therefore, Z = P-N, Z = 0. Thus the system is
perfectly stable.

113 | P a g e
Rahul Roy et al Int. Journal of Engineering Research and Applications
ISSN : 2248-9622, Vol. 4, Issue 1( Version 1), January 2014, pp.112-115
V.

ULTIMATE LINEAR DOMAIN
ANALYSIS BY LYAPUNOV TEST

The Lyapunov method is known to be a
very useful tool of assessing stability of a system
without solving the system dynamic equations in
nonlinear domain [1].
Following Steps are involved to solve
system stability in nonlinear domain:
a. Find State Space Matrix of given transfer
function.
b. All the element of matrix must be grater then
zero.
c. 3*3 matrix determinants must be grater then zero.
d. 2*2 matrix determinants must be grater then zero.
a.

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F (Z)=
F (1)= 0.50059 [F(1)>0; Satisfied]
(-1)4 F(-1)= 3.15899 [(-1)4 F(-1)>o; Satisfied]
Table 1. Table of Jury Test:
ROW Z0
Z1
Z2
1
0.049 -0.19
0.78
2
1
-1.13
0.78
3
0.99
1.12
-0.74
4
0.14
-0.74
1.12
5
0.975 0.581
1.015
6
0.581 0.975
1.015

Z3
-1.13
-0.19
0.14
0.99

Z4
1
0.049

Table 1 represents the Jury format of
dexterous hand Transfer function. From Table 1 the
sufficient conditions for stability are obtained.
, Satisfied
, Satisfied
b. From matrix observed that all element of matrix
not greater than zero. So, condition failed.
c.

, Satisfied
So the transfer function is appropriate for
the system.
From Controllable and Observable matrix
we get the above transfer function are fully
Controllable and Observable.

Condition Failed.
d.

Artificial or prosthetic human organs can be
classified into three general types: Internal Organs,
Sense Organs and External organs. Though research
work is going on rapidly on each of these types, it is
very difficult to facilitate proper interpretation and
designing of Sense organs. Dexterous Hand is the
important sense organ which is a very challenging
and growing research area in the field of prosthesis.
In this paper, the simulation approaches for efficient
modeling of a prosthetic Dexterous Hand has been
carried out. Further, from the appropriate control
model development of those prosthetic Systems an
effective performance study has been furnished. In
our future works, the practical approaches for
generating a hardware implementation of prosthetic
organs will be carried out regarding to the
performance and stability analysis for a Dexterous
Hand. The development of the work is enriched the
interdisciplinary knowledge of engineering and
Biomedical sciences.

VII.

Condition satisfied.
System is conditionally stable observed from
Lyapunov Test.

VI.

DISCREET DOMAIN ANALYSIS BY
JURY TEST

Jury’s technique is one of the best suited
tools in discrete domain which is being applied
widely to determine the stability of discrete system.
Technologists have segregated these special cases in
which the stability of biological system can be
established by the application of the Jury’s stability
testing. The authors have devised an algorithm to
determine the stability of biological system through
Jury’s testing [6][2].
Z- Domain Representation by ZOH we obtained
Characteristic polynomial:

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CONCLUSION

VIII.
ACKNOWLEDGEMENTS
The authors acknowledge Dr. Biswarup
Neogi, Asst. Professor JIS College of Engineering,
Kalyani and Dr. T. K. Dey Supreme Knowledge
Foundation, Mankundu, for their invaluable
114 | P a g e
Rahul Roy et al Int. Journal of Engineering Research and Applications
ISSN : 2248-9622, Vol. 4, Issue 1( Version 1), January 2014, pp.112-115
guidance, help, inspiration and moral support this
work would never have been a successful one. I am
extremely thankful to Dr. A. C. Ganguly, Director,
BCET, Durgapur Dr. L. K. Bandhyapaddhya, HOD,
ECE Department and Mr. Amit Kr. Ray, HOD,
AEIE Department of Bengal College of Engineering
and Technology, Durgapur.

www.ijera.com

Systemics, Cybernetics and Informatics ,
Volume 1 of 2,pp- 200 - 203, 2009.

REFERENCES
[1]

[2]

[3]
[4]

[5]

[6]

[7]

[8]

[9]

[10]

[11]

J. Tsinias,“ Sufficient Lyapunov-like
conditions for stabilization”, Math. Contr.
Signals Syst., Volume 2, Number 4, 343357,1989.
B. Neogi, A.Roy, S. Mukherjee, S. Ghosal,
S. Ghosh, A. Chatterjee, S.Dutta, A. Das &
D. N. Tibarewala, “Simulator Generation of
Jury’s Stability Test In z Domain”,
International Journal of Engineering
Research and Industrial Application.
[ISSN:0974-1518] Vol. 3, No. IV, pp. 411421, 2010.
The Times of India, Kolkata (pp.13)
Wednesday, September 20, 2006.
Dudley S. Childress Historical Aspects of
Powered Limb Prostheses by Dudley S.
Childress, Ph.D. Clinical Prosthetics &
Orthotics No.1, pp. 2 – 13.
Richard C. Dorf, Robert H. Bishop,
“Modern Control Systems” (8th Edition),
Addison Wesley Longman 1998, pp 753759
E.I Jury, Theory and Application of zTransformation Method New York: Willey;
1946.
P.O. Bishop, Neurophysiology of binocular
vision, in J.Houseman (Ed.), Handbook of
physiology, 4 (New York: Springer-Verlag,
1970) 342-366.
B.Neogi, S.Sinha, S.Banerjee, & A.Das,
“Simulation and Design Aspect of
Dexterous Hand Model with Control Model
Analogy.” International Conference on
Systemics, Cybernetics and Informatics,
Volume 1 of 2, pp- 200 - 203, 2009.
K. J. Astrom and B. Wittenmark. Computer
Controlled-Systems: Theory and Design.
Prentice Hall, Upper Saddle River, New
Jersey, third edition, 1998.
J. P. Barbot, S. Monaco, and D. NormandCyrot.
“Discrete-time
approximated
linearization of SISO systems under output
feedback.” IEEE Trans. Automat. Contr.,
Vol. 44:1729 – 1733, 1999.
B.Neogi, S.Sinha, S.Banerjee, & A.Das,
“Simulation and Design Aspect of
Dexterous Hand Model with Control Model
Analogy .” International Conference on

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115 | P a g e

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R4101112115

  • 1. Rahul Roy et al Int. Journal of Engineering Research and Applications ISSN : 2248-9622, Vol. 4, Issue 1( Version 1), January 2014, pp.112-115 RESEARCH ARTICLE www.ijera.com OPEN ACCESS An Investigation For Control Aspect Towards Modeled Dexterous Hand System Rahul Roy1, Anuradha Verma2, Asutosh Kumar 3, Rajdeep Chatterjee 4 1 (Department of Applied Electronics and Instrumentation Engineering, JIS College of Engineering, Nadia, India) 2 (Department of Applied Electronics and Instrumentation Engineering, Bengal College of Engineering and Technology, Durgapur, India) 3 (Department of Applied Electronics and Instrumentation Engineering, Bengal College of Engineering and Technology, Durgapur, India) 4 (Department of Applied Electronics and Instrumentation Engineering, JIS College of Engineering, Nadia, India) ABSTRACT The research domain of prosthetic technology has always remained a dialectic zone of creativity, yoking together technology and biomedical necessity. Any part of the human body replication procedure commences the prosthetic control science. Dexterity, adroitness in using the hands or body, is the prime or essential aspect in modeling dexterous hand. Simulation procedure implies to build up stability of the reference transfer function of Dexterous Hand. The present work deals with the discussion of stability criteria and simulation in discrete domain of Dexterous Hand. Keywords – Dexterous Hand, Control Strategy, Stability Analysis, Simulation and Numerical Approach. I. INTRODUCTION “Dexterity" means the capability of endeffectors to autonomously perform tasks with a certain level of complexity operated by a suitable robotic system [7]. So many researches have been done to construct the control model of Dexterous Hand. The approach of modern control systems are implemented digitally. The man machine interface process is easier to theorize but its practical implementation tends to be much tougher. This work, directly related to the handicapped patients makes it a potential aid for the society. Apart from continuous deterministic test response (step, ramp, impulse etc.) the study of discrete deterministic test response for a system retains the special aspects of modern control system [8, 9, 10]. In essence, this device makes the prosthetic limb to mimic a real limb, restoring the associated functionalities and efficacies of natural arm movement [4][5]. level of control than traditional prosthetics. The rerouted nerves growing in the muscle, amplified the messages once sent to muscles in the arm. These signals are read by sensors on the prosthetic limb and translated into movement. III. BLOCK DIAGRAM REPRESENTATION Fig.1a and 1b represents a dexterous hand in rest and in grasping condition respectively. Fig. 1. (a) The Dexterous Hand Model [11] II. TECHNOLOGY SURVEY BEHIND PROSTHETIC ARM The main technical concept, behind this starts from taking the signal from the movement of our limb and with the help of microcontroller program of the signal; we are able to create the movement of the artificial arm. New technique that capitalizes on the movement of remaining nerves allows amputees to intuitively control their prosthetic limb, providing them with a much better www.ijera.com 112 | P a g e
  • 2. Rahul Roy et al Int. Journal of Engineering Research and Applications ISSN : 2248-9622, Vol. 4, Issue 1( Version 1), January 2014, pp.112-115 Fig. 1. (b) The Dexterous Hand Model in action [11] To analyze the above two models, the control block and the transfer function of dexterous hand have been developed. www.ijera.com Fig. 4. Root-Locus Plot Fig. 2. Control Block of Dexterous Hand [11] Here Gc(s) represents the controller and Gm(s) is defined as Motor and Joint. Now the overall transfer function T(s) =Y(s) / R(s) Fig. 5. Bode Plot Considering Using R-H Criterion Getting k=83.33=83 (Approx.) IV. SIMULATION ASPECT OF TRANSFER FUNCTION A system is said to be stable if any oscillatory setup is damped out with respect to time in consequence to Application of an input. Fig. 6. Nyquist Plot Fig. 3. Step Response www.ijera.com It is already initiated by optimization that for K= 83, the system is stable. In reference to fig. 4 all the roots are on the left hand side (L.H.S) of the s-plane. Thus the system is perfectly stable. In Fig. 5 GM (infinite dB) is greater than PM (73.1 dB) and gain margin is infinite, so the system is stable but practically not feasible. Now according to fig.6 N (the number of encirclements of the (-1, 0) point) = 0, P (the number of poles on the real axis) = 0. Therefore, Z = P-N, Z = 0. Thus the system is perfectly stable. 113 | P a g e
  • 3. Rahul Roy et al Int. Journal of Engineering Research and Applications ISSN : 2248-9622, Vol. 4, Issue 1( Version 1), January 2014, pp.112-115 V. ULTIMATE LINEAR DOMAIN ANALYSIS BY LYAPUNOV TEST The Lyapunov method is known to be a very useful tool of assessing stability of a system without solving the system dynamic equations in nonlinear domain [1]. Following Steps are involved to solve system stability in nonlinear domain: a. Find State Space Matrix of given transfer function. b. All the element of matrix must be grater then zero. c. 3*3 matrix determinants must be grater then zero. d. 2*2 matrix determinants must be grater then zero. a. www.ijera.com F (Z)= F (1)= 0.50059 [F(1)>0; Satisfied] (-1)4 F(-1)= 3.15899 [(-1)4 F(-1)>o; Satisfied] Table 1. Table of Jury Test: ROW Z0 Z1 Z2 1 0.049 -0.19 0.78 2 1 -1.13 0.78 3 0.99 1.12 -0.74 4 0.14 -0.74 1.12 5 0.975 0.581 1.015 6 0.581 0.975 1.015 Z3 -1.13 -0.19 0.14 0.99 Z4 1 0.049 Table 1 represents the Jury format of dexterous hand Transfer function. From Table 1 the sufficient conditions for stability are obtained. , Satisfied , Satisfied b. From matrix observed that all element of matrix not greater than zero. So, condition failed. c. , Satisfied So the transfer function is appropriate for the system. From Controllable and Observable matrix we get the above transfer function are fully Controllable and Observable. Condition Failed. d. Artificial or prosthetic human organs can be classified into three general types: Internal Organs, Sense Organs and External organs. Though research work is going on rapidly on each of these types, it is very difficult to facilitate proper interpretation and designing of Sense organs. Dexterous Hand is the important sense organ which is a very challenging and growing research area in the field of prosthesis. In this paper, the simulation approaches for efficient modeling of a prosthetic Dexterous Hand has been carried out. Further, from the appropriate control model development of those prosthetic Systems an effective performance study has been furnished. In our future works, the practical approaches for generating a hardware implementation of prosthetic organs will be carried out regarding to the performance and stability analysis for a Dexterous Hand. The development of the work is enriched the interdisciplinary knowledge of engineering and Biomedical sciences. VII. Condition satisfied. System is conditionally stable observed from Lyapunov Test. VI. DISCREET DOMAIN ANALYSIS BY JURY TEST Jury’s technique is one of the best suited tools in discrete domain which is being applied widely to determine the stability of discrete system. Technologists have segregated these special cases in which the stability of biological system can be established by the application of the Jury’s stability testing. The authors have devised an algorithm to determine the stability of biological system through Jury’s testing [6][2]. Z- Domain Representation by ZOH we obtained Characteristic polynomial: www.ijera.com CONCLUSION VIII. ACKNOWLEDGEMENTS The authors acknowledge Dr. Biswarup Neogi, Asst. Professor JIS College of Engineering, Kalyani and Dr. T. K. Dey Supreme Knowledge Foundation, Mankundu, for their invaluable 114 | P a g e
  • 4. Rahul Roy et al Int. Journal of Engineering Research and Applications ISSN : 2248-9622, Vol. 4, Issue 1( Version 1), January 2014, pp.112-115 guidance, help, inspiration and moral support this work would never have been a successful one. I am extremely thankful to Dr. A. C. Ganguly, Director, BCET, Durgapur Dr. L. K. Bandhyapaddhya, HOD, ECE Department and Mr. Amit Kr. Ray, HOD, AEIE Department of Bengal College of Engineering and Technology, Durgapur. www.ijera.com Systemics, Cybernetics and Informatics , Volume 1 of 2,pp- 200 - 203, 2009. REFERENCES [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] J. Tsinias,“ Sufficient Lyapunov-like conditions for stabilization”, Math. Contr. Signals Syst., Volume 2, Number 4, 343357,1989. B. Neogi, A.Roy, S. Mukherjee, S. Ghosal, S. Ghosh, A. Chatterjee, S.Dutta, A. Das & D. N. Tibarewala, “Simulator Generation of Jury’s Stability Test In z Domain”, International Journal of Engineering Research and Industrial Application. [ISSN:0974-1518] Vol. 3, No. IV, pp. 411421, 2010. The Times of India, Kolkata (pp.13) Wednesday, September 20, 2006. Dudley S. Childress Historical Aspects of Powered Limb Prostheses by Dudley S. Childress, Ph.D. Clinical Prosthetics & Orthotics No.1, pp. 2 – 13. Richard C. Dorf, Robert H. Bishop, “Modern Control Systems” (8th Edition), Addison Wesley Longman 1998, pp 753759 E.I Jury, Theory and Application of zTransformation Method New York: Willey; 1946. P.O. Bishop, Neurophysiology of binocular vision, in J.Houseman (Ed.), Handbook of physiology, 4 (New York: Springer-Verlag, 1970) 342-366. B.Neogi, S.Sinha, S.Banerjee, & A.Das, “Simulation and Design Aspect of Dexterous Hand Model with Control Model Analogy.” International Conference on Systemics, Cybernetics and Informatics, Volume 1 of 2, pp- 200 - 203, 2009. K. J. Astrom and B. Wittenmark. Computer Controlled-Systems: Theory and Design. Prentice Hall, Upper Saddle River, New Jersey, third edition, 1998. J. P. Barbot, S. Monaco, and D. NormandCyrot. “Discrete-time approximated linearization of SISO systems under output feedback.” IEEE Trans. Automat. Contr., Vol. 44:1729 – 1733, 1999. B.Neogi, S.Sinha, S.Banerjee, & A.Das, “Simulation and Design Aspect of Dexterous Hand Model with Control Model Analogy .” International Conference on www.ijera.com 115 | P a g e