The control of network-coupled nonlinear dynamical systems is an active area of research in the nonlinear science community. Coupled oscillator networks represent a particularly important family of nonlinear systems, with applications ranging from the power grid to cardiac excitation. Here, we study the control of network-coupled limit cycle oscillators, extending the previous work that focused on phase oscillators. Based on stabilizing a target fixed point, our method aims to attain complete frequency synchronization, i.e., consensus, by applying control to as few oscillators as possible. We develop two types of controls. The first type directs oscillators towards larger amplitudes, while the second does not. We present numerical examples of both control types and comment on the potential failures of the method.

1.
S. H.
Strogatz
,
Sync: The Emerging Science of Spontaneous Order
(
Hypernion
,
2003
).
2.
A.
Pikovsky
,
M.
Rosenblum
, and
J.
Kurths
,
Synchronization: A Universal Concept in Nonlinear Sciences
(
Cambridge University Press
,
2003
).
3.
A. E.
Motter
,
S. A.
Myers
,
M.
Anghel
, and
T.
Nishikawa
,
Nat. Phys.
9
,
191
(
2013
).
4.
K.
Wiesenfeld
,
P.
Colet
, and
S. H.
Strogatz
,
Phys. Rev. Lett.
76
,
404
(
1996
).
5.
L.
Glass
and
M. C.
Mackey
,
From Clocks to Chaos: The Rhythms of Life
(
Princeton University Press
,
Princeton
,
1988
).
6.
S.
Yamaguchi
 et al,
Science
302
,
1408
(
2003
).
7.
F.
Dörfler
,
M.
Chertkov
, and
F.
Bullo
,
Proc. Natl. Acad. Sci.
110
,
2005
(
2013
).
8.
P. S.
Skardal
,
D.
Taylor
, and
J.
Sun
,
Phys. Rev. Lett.
113
,
144101
(
2014
).
9.
P. S.
Skardal
and
A.
Arenas
,
Sci. Adv.
1
,
e1500339
(
2015
).
10.
P. C.
Matthews
and
S. H.
Strogatz
,
Phys. Rev. Lett.
65
,
1701
(
1990
).
11.
S. H.
Strogatz
,
Nature
410
,
268
(
2001
).
12.
E.
Ott
,
C.
Grebogi
, and
J. A.
Yorke
,
Phys. Rev. Lett.
64
,
1196
(
1990
).
13.
A. E.
Motter
,
Chaos
25
,
097621
(
2015
).
14.
C.-T.
Lin
,
IEEE Trans. Autom. Control
19
,
201
(
1974
).
15.
Y.-Y.
Liu
,
J.-J.
Slotine
, and
A.-L.
Barabási
,
Nature
473
,
167
(
2011
).
16.
T.
Nepusz
and
T.
Vicsek
,
Nat. Phys.
8
,
568
(
2012
).
17.
Z.
Yuan
,
C.
Zhao
,
Z.
Di
,
W.-X.
Wang
, and
Y.-C.
Lai
,
Nat. Commun.
4
,
2447
(
2013
).
18.
J.
Sun
and
A. E.
Motter
,
Phys. Rev. Lett.
110
,
208701
(
2013
).
19.
R. O.
Grigoriev
,
M. C.
Cross
, and
H. G.
Schuster
,
Phys. Rev. Lett.
79
,
2795
(
1997
).
20.
X. F.
Wang
and
G.
Chen
,
Phys. A
310
,
521
(
2002
).
21.
X.
Li
,
X. F.
Wang
, and
G.
Chen
,
IEEE Trans. Circuits Syst. I: Fundam. Theory Appl.
51
,
2074
(
2004
).
22.
S.
Sahasrabudhe
and
A. E.
Motter
,
Nat. Commun.
2
,
170
(
2011
).
23.
S. P.
Cornelius
,
W. L.
Kath
, and
A. E.
Motter
,
Nat. Commun.
4
,
1942
(
2013
).
24.
M.
Rohden
,
A.
Sorge
,
M.
Timme
, and
D.
Witthaut
,
Phys. Rev. Lett.
109
,
064101
(
2012
).
25.
A.
Karma
,
Annu. Rev. Condens. Matter Phys.
4
,
313
(
2013
).
26.
A.
Arenas
,
A.
Díaz-Guilera
,
J.
Kurths
,
Y.
Moreno
, and
C.
Zhou
,
Phys. Rep.
469
,
93
(
2008
).
27.
P.
DeLellis
,
M.
di Bernardo
,
T. E.
Gorochowski
, and
G.
Russo
,
IEEE Circuits Syst. Mag.
10
,
64
(
2010
).
28.
A.
Wagemakers
,
E.
Barreto
,
M. A. F.
Sanjuán
, and
P.
So
,
Chaos
24
,
023127
(
2014
).
29.
Y.
Kuramoto
,
Chemical Oscillations, Waves, and Turbulence
(
Springer
,
New York
,
1984
).
30.
J.
Gómez-Gardeñes
,
S.
Gómez
,
A.
Arenas
, and
Y.
Moreno
,
Phys. Rev. Lett.
106
,
128701
(
2011
).
31.
J. G.
Restrepo
and
E.
Ott
,
Europhys. Lett.
107
,
60006
(
2014
).
32.
P. S.
Skardal
,
J. G.
Restrepo
, and
E.
Ott
,
Phys. Rev. E
91
,
060902(R)
(
2015
).
33.
R. E.
Mirollo
and
S. H.
Strogatz
,
J. Stat. Phys.
60
,
245
(
1990
).
34.
P. C.
Matthews
,
R. E.
Mirollo
, and
S. H.
Strogatz
,
Physica D
52
,
293
(
1991
).
35.
K. A.
Takeuchi
and
H.
Chaté
,
J. Phys. A
46
,
254007
(
2013
).
36.
W. L.
Ku
,
M.
Girvan
, and
E.
Ott
,
Chaos
25
,
123122
(
2015
).
37.
C.-U.
Choe
,
T.
Dahms
,
P.
Hövel
, and
E.
Schöll
,
Phys. Rev. E
81
,
025205
(
2010
).
38.
I.
Schneider
,
Phil. Trans. R. Soc. A
371
,
20120472
(
2013
).
39.
J.
Lehnert
,
P.
Hövel
,
A.
Selivanov
,
A.
Fradkov
, and
E.
Schöll
,
Phys. Rev. E
90
,
042914
(
2014
).
40.
G. H.
Golub
and
C. F.
Van Loan
,
Matrix Computations
(
The John Hopkins University Press
,
1996
).
41.
P.
Erdős
and
A.
Rényi
,
Publ. Math. Inst. Hung. Acad. Sci.
5
,
17
(
1960
).
42.
L.
Buzna
,
S.
Lozano
, and
A.
Díaz-Guilera
,
Phys. Rev. E
80
,
066120
(
2009
).
43.
F.
Sorrentino
,
M.
di Bernardo
,
F.
Garofalo
, and
G.
Chen
,
Phys. Rev. E
75
,
046103
(
2007
).
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