Hybrid analog/digital control of bilateral teleoperation systems can lead to superior performance (transparency) while maintaining stability compared to pure analog or digital control methods. Such hybrid control is preferable over pure analog control, which is inflexible and not ideal for realizing complex teleoperation control algorithms, and pure digital control, which restricts teleoperation performance due to a well-known stability-imposed upper bound on the product of the digital controller's proportional gain and the sampling period. In this paper, a hybrid controller combining a Field programmable analog array (FPAA) based analog controller and a personal computer-based digital controller is compared in terms of performance and stability to its analog and digital counterparts. A stability analysis indicates that the addition of analog derivative term widens the range of teleoperation controls gains that satisfy the stability conditions, paving the way for improving the teleoperation performance. We also show how the hybrid controller leads to better teleoperation performance. To this end, we study the human's performance of a switch flipping task and a stiffness discrimination task in the teleoperation mode. In both tasks, the hybrid analog/digital controller allows the human operators to achieve the highest task success rates.

References

1.
Toiserkan
,
K. G.
,
2014
, “
A Unified Haptic Framework for Rendering Stiff and Dynamic Virtual Environments
,”
Ph.D. thesis
, McGill University, Montreal, QC, Canada.http://digitool.library.mcgill.ca/webclient/StreamGate?folder_id=0&dvs=1528375835308~207
2.
Imaidaa
,
T.
, and
Sendaa
,
K.
,
2015
, “
Performance Improvement of the PD-Based Bilateral Teleoperators With Time Delay by Introducing Relative D-Control
,”
Adv. Rob.
,
29
(
6
), pp.
385
400
.
3.
Rahimi
,
H. N.
, and
Nazemizadeh
,
M.
,
2014
, “
Dynamic Analysis and Intelligent Control Techniques for Flexible Manipulators: A Review
,”
Adv. Rob.
,
28
(
2
), pp.
63
76
.
4.
Walters
,
M. L.
,
Lohse
,
M.
,
Hanheide
,
M.
,
Wrede
,
B.
,
Syrdal
,
D. S.
,
Koay
,
K. L.
,
Green
,
A.
,
Huttenrauch
,
H.
,
Dautenhahn
,
K.
,
Sagerer
,
G.
, and
Eklundh
,
K. S.
,
2011
, “
Evaluating the Robot Personality and Verbal Behavior of Domestic Robots Using Video-Based Studies
,”
Adv. Rob.
,
25
(
18
), pp.
2233
2254
.
5.
Li
,
J. Q.
,
Sang
,
H. Y.
,
Han
,
Y. Y.
,
Wang
,
C. G.
, and
Gao
,
K. Z.
,
2018
, “
Efficient Multi-Objective Optimization Algorithm for Hybrid Flow Shop Scheduling Problems With Setup Energy Consumptions
,”
J. Cleaner Prod.
,
181
, pp.
584
598
.
6.
Duan
,
P. Y.
,
Li
,
J. Q.
,
Wang
,
Y.
,
Sang
,
H. Y.
, and
Bao
,
X. J.
,
2018
, “
Solving Chiller Loading Optimization Problems Using an Improved Teaching-Learning-Based Optimization Algorithm
,”
Optimal Control Appl. Methods.
,
39
(
1
), pp.
65
77
.
7.
Xu
,
W. Z.
,
Yu
,
H.
,
Lu
,
D. J.
,
Liu
,
F.
, and
Liu
,
Z. Y.
,
2018
, “
A Novel Data Reuse Method to Reduce Demand on Memory Bandwidth and Power Consumption for True Motion Estimation
,”
IEEE Access
,
6
, pp.
10151
10159
.
8.
Gillespie
,
B.
, and
Cutkosky
,
M.
,
1996
, “
Stable User-Specific Rendering of the Virtual Wall
,”
ASME International Mechanical Engineering Congress and Exposition
, Atlanta, GA, Nov. 17–22, pp.
397
406
.https://experts.umich.edu/en/publications/stable-user-specific-haptic-rendering-of-the-virtual-wall
9.
Leung
,
G.
, and
Francis
,
B.
,
1992
, “
Bilateral Control of Teleoperators With Time Delay Through a Digital Communication Channel
,”
13th Annual Allerton Conference on Communication, Control and Computing
, pp.
692
701
.
10.
Jazayeri
,
A.
, and
Tavakoli
,
M.
,
2013
, “
Absolute Stability Analysis of Sampled-Data Scaled Bilateral Teleoperation Systems
,”
Control Eng. Pract.
,
21
(
8
), pp.
1053
1064
.
11.
Lee
,
D. J.
, and
Spong
,
M. W.
,
2006
, “
Passive Bilateral Teleoperation With Constant Time Delay
,”
IEEE Trans. Rob.
,
22
(
2
), pp.
269
281
.
12.
Secchi
,
C.
,
Stramigioli
,
S.
, and
Fantuzzi
,
C.
,
2007
, “
Control of Interactive Robotic Interfaces
,”
A Port-Hamiltonian Approach
(Springer Tracts in Advanced Robotics, Vol. 29), Springer, Berlin.
13.
Berestesky
,
P.
,
Chopra
,
N.
, and
Spong
,
M.
,
2004
, “
Discrete Time Passivity in Bilateral Teleoperation Over the Internet
,”
International Conference on Robotics and Automation
(
ICRA
), New Orleans, LA, Apr. 26–May 1, pp.
4557
4564
.
14.
Aziminejad
,
A.
,
Tavakoli
,
M.
,
Patel
,
R. V.
, and
Moallem
,
M.
,
2008
, “
Stability and Performance in Delayed Bilateral Teleoperation: Theory and Experiments
,”
Control Eng. Pract.
,
11
(
16
), pp.
1329
1343
.
15.
Nealen
,
A.
,
Muller
,
M.
,
Keiser
,
R.
,
Boxerman
,
E.
, and
Carlson
,
M.
,
2006
, “
Physically Based Deformable Models in Computer Graphics
,”
Comput. Graph. Forum
,
25
(
4
), pp.
809
836
.
16.
Courtecuisse
,
H.
,
Jung
,
H.
,
Allard
,
J.
,
Duriez
,
C.
,
Lee
,
D. Y.
, and
Cotin
,
S.
,
2010
, “
GPU-Based Real-Time Soft Tissue Deformation With Cutting and Haptic Feedback
,”
Prog. Biophys. Mol. Biol.
,
103
(
2–3
), pp.
159
168
.
17.
Mafi
,
R.
,
Sirouspour
,
S.
,
Mahdavikhah
,
B.
,
Elizeh
,
K.
,
Kinsman
,
A.
, and
Nicolici
,
N.
,
2010
, “
A Parallel Computing Platform for Real-Time Haptic Interaction With Deformable Bodies
,”
IEEE Trans. Haptics
,
3
(
3
), pp.
211
223
.
18.
Susa
,
I.
, and
Takehana
,
Y.
,
2014
, “
Haptic Rendering Based on Finite Element Simulation of Vibration
,”
IEEE Haptics Symposium
(
HAPTICS
), Houston, TX, Feb. 23–26, pp.
123
128
.
19.
Kawai
,
M.
, and
Yoshikawa
,
T.
,
2004
, “
Haptic Display With an Interface Device Capable of Continuous-Time Impedance Display Within a Sampling Period
,”
IEEE/ASME Trans. Mechatronics
,
9
(
1
), pp.
58
64
.
20.
Anadigm
,
2004
,
AnadigmDesigner@2 User Manual
,
Anadigm
,
Mesa, AZ
.
21.
Malcher
,
A.
, and
Falkowski
,
P.
,
2014
, “
Analog Reconfigurable Circuits
,”
Int. J. Electron. Telecommun.
,
60
(
1
), pp.
15
26
.
22.
Ogata
,
K.
,
1995
,
Discrete-Time Control Systems
, 2nd ed.,
Prentice Hall
,
Upper Saddle River, NJ
.
23.
Jazayeri
,
A.
, and
Tavakoli
,
M.
,
2010
, “
Stability Analysis of Sampled-Data Teleoperation Systems
,”
49th IEEE Conference on Decision and Control
(
CDC
), Atlanta, GA, Dec. 15–17, pp.
3608
3613
.
24.
Jazayeri
,
A.
, and
Tavakoli
,
M.
,
2011
, “
A Passivity Criterion for Sampled Data Bilateral Teleoperation Systems
,”
IEEE World Haptics Conference
(
WHC
), Istanbul, Turkey, June 21–24, pp.
487
492
.
25.
Khalil
,
H.
,
2002
,
Nonlinear Systems
, 3rd ed.,
Prentice Hall
,
Upper Saddle River, NJ
.
26.
Hitz
,
L.
, and
Anderson
,
B. D. O.
,
1969
, “
Discrete Positive-Real Functions and Their Application to System Stability
,”
Proc. Inst. Electr. Eng.
,
116
(
1
), pp.
153
155
.
27.
Astrom
,
K. J.
, and
Wittenmark
,
B.
,
1994
,
Adaptive Control
, 2nd ed.,
Addison-Wesley Longman Publishing
,
Boston, MA
.
28.
Colgate
,
J.
, and
Schenkel
,
G.
,
1997
, “
Passivity of a Class of Sampled-Data Systems: Application to Haptic Interfaces
,”
J. Rob. Syst.
,
14
(
1
), pp.
37
47
.
29.
Yang
,
T.
,
Fu
,
Y. L.
, and
Tavakoli
,
M.
,
2015
, “
Digital Versus Analog Control of Bilateral Teleoperation System: A Task Performance Comparison
,”
Control Eng. Pract.
,
38
, pp.
46
56
.
You do not currently have access to this content.