This paper is concerned with the decentralized formation control of multi-agent systems moving in the plane using rigid graph theory. Using a double-integrator agent model (as opposed to the simpler, single-integrator model), we propose a new control law to asymptotically stabilize the interagent distance error dynamics. Our approach uses simple backstepping and Lyapunov arguments. The control, which is explicitly dependent on the rigidity matrix of the undirected graph that models the formation, is derived for a class of potential functions. Specific potential functions are then used as a demonstration inclusive of simulation results.

References

1.
Gazi
,
V.
, and
Passino
,
K. M.
,
2011
,
Swarm Stability and Optimization
,
Springer-Verlag
,
Berlin
.
2.
Krick
,
L.
,
Broucke
,
M. E.
, and
Francis
,
B. A.
,
2009
, “
Stabilization of Infinitesimally Rigid Formations of Multi-Robot Networks
,”
Int. J. Control
,
83
(
3
), pp.
423
439
.10.1080/00207170802108441
3.
Summers
,
T. H.
,
Yu
,
C.
,
Dasgupta
,
S.
, and
Anderson
,
B. D. O.
,
2011
, “
Control of Minimally Persistent Leader-Remote-Follower and Coleader Formations in the Plane
,”
IEEE Trans. Autom. Control
,
56
(
12
), pp.
2778
2792
.10.1109/TAC.2011.2146890
4.
Ren
,
W.
, and
Beard
,
R. W.
,
2008
,
Distributed Consensus in Multi-Vehicle Cooperative Control
,
Springer-Verlag
,
London
.
5.
Baillieul
,
J.
, and
Suri
,
A.
,
2003
, “
Information Patterns and Hedging Brockett's Theorem in Controlling Vehicle Formations
,”
Proceedings of the 42nd IEEE Conference on Decision and Control
,
Maui
, HI, pp.
556
563
.
6.
Desai
,
J. P.
,
Ostrowski
,
J.
, and
Kumar
,
V.
,
1998
, “
Controlling Formations of Multiple Mobile Robots
,”
Proceedings of the IEEE International Conference on Robotics and Automation
,
Leuven
, Belgium, pp.
2864
2869
.
7.
Eren
,
T.
,
Belhumeur
,
P. N.
, and
Morse
,
A. S.
,
2002
, “
Closing Ranks in Vehicle Formations Based on rigidity
,”
Proceedings of the 41st IEEE Conference on Decision and Control
,
Las Vegas
, NV, pp.
2959
2964
.
8.
Fax
,
J. A.
, and
Murray
,
R. M.
,
2004
, “
Information Flow and Cooperative Control of Vehicle Formations
,”
IEEE Trans. Autom. Control
,
49
(
9
), pp.
1465
1476
.10.1109/TAC.2004.834433
9.
Olfati-Saber
,
R.
, and
Murray
,
R. M.
,
2002
, “
Distributed Cooperative Control of Multiple Vehicle Formations Using Structural Potential Functions
,”
Presented at the 15th IFAC World Congress
,
Barcelona, Spain
.
10.
Tabuada
,
P.
,
Pappas
,
G. J.
, and
Lima
,
P.
,
2001
, “
Feasible Formations of Multi-Agent Systems
,”
Proceedings of the American Control Conference
,
Arlington
, VA, pp.
56
61
.
11.
Anderson
,
B. D. O.
,
Yu
,
C.
,
Fidan
,
B.
, and
Hendrickx
,
J. M.
,
2008
, “
Rigid Graph Control Architectures for Autonomous Formations
,”
IEEE Control Syst. Mag.
,
28
(
6
),
48
63
.10.1109/MCS.2008.929280
12.
Cai
,
X.
, and
de Queiroz
,
M.
,
2012
, “
On the Stabilization of Planar Multi-Agent Formations
,”
ASME Dynamic Systems and Control Conference
,
Ft. Lauderdale
, FL, Paper No. DSCC2012-MOVIC2012-8534.
13.
Cao
,
M.
,
Morse
,
A. S.
,
Yu
,
C.
,
Anderson
,
B. D. O.
, and
Dasgupta
,
S.
,
2011
, “
Maintaining a Directed, Triangular Formation of Mobile Autonomous Agents
,”
Commun. Inf. Syst.
,
11
(
1
), pp.
1
16
. Available at: http://irs.ub.rug.nl/dbi/4e4906a6bd6b2
14.
Dörfler
,
F.
, and
Francis
,
B.
,
2010
, “
Geometric Analysis of the Formation Problem for Autonomous Robots
,”
IEEE Trans Autom. Control
,
55
(
10
), pp.
2379
2384
.10.1109/TAC.2010.2053735
15.
Oh
,
K.-K.
, and
Ahn
,
H.-S.
,
2011
, “
Formation Control of Mobile Agents Based on Inter-Agent Distance Dynamics
,”
Automatica
,
47
(
10
), pp.
2306
2312
.10.1016/j.automatica.2011.08.019
16.
Yu
,
C.
,
Anderson
,
B. D. O.
,
Dasgupta
,
S.
, and
Fidan
,
B.
,
2009
, “
Control of Minimally Persistent Formations in the Plane
,”
SIAM J. Control Optim.
,
48
(
1
), pp.
206
233
.10.1137/060678592
17.
Krstic
,
M.
,
Kanellakopoulos
,
I.
, and
Kokotovic
,
P.
,
1995
,
Nonlinear and Adaptive Control Design
,
John Wiley & Sons
,
New York
.
18.
Hong
,
Y.
,
Gao
,
L.
,
Cheng
,
D.
, and
Hu
J.
,
2007
, “
Lyapunov-Based Approach to Multiagent Systems with Switching Jointly Connected Interconnection
,”
IEEE Trans. Autom. Control
,
52
(
5
), pp.
943
948
.10.1109/TAC.2007.895860
19.
Olfati-Saber
,
R.
,
2006
, “
Flocking for Multi-Agent Dynamic Systems: Algorithms and Theory
,”
IEEE Trans. Autom. Control
,
51
(
3
), pp.
401
420
.10.1109/TAC.2005.864190
20.
Ögren
,
P.
,
Fiorelli
,
E.
, and
Leonard
,
N. E.
,
2004
, “
Cooperative Control of Mobile Sensor Networks: Adaptive Gradient Climbing in a Distributed Environment
,”
IEEE Trans. Autom. Control
,
49
(
8
), pp.
1292
1302
.10.1109/TAC.2004.832203
21.
Asimow
,
L.
, and
Roth
,
B.
,
1979
, “
The Rigidity of Graphs, II
,”
J. Math. Anal. Appl.
,
68
(
1
), pp.
171
190
.10.1016/0022-247X(79)90108-2
22.
Connelly
,
R.
,
2005
, “
Generic Global Rigidity
,”
Discrete Comput. Geom.
,
33
(
4
), pp.
549
563
.10.1007/s00454-004-1124-4
23.
Diestel
,
R.
,
1997
,
Graph Theory
,
Springer-Verlag
,
New York
.
24.
Jackson
,
B.
,
2007
, “
Notes on the Rigidity of Graphs
,”
Notes of the Levico Conference
.
25.
Roth
,
B.
,
1981
, “
Rigid and Flexible Frameworks
,”
Am. Math. Monthly
,
86
(
1
), pp.
6
21
.10.2307/2320705
26.
Izmestiev
,
I.
,
2009
, “
Infinitesimal Rigidity of Frameworks and Surfaces
,” Lectures on Infinitesimal Rigidity, Kyushu University, Japan.
27.
Aspnes
,
J.
,
Egen
,
T.
,
Goldenberg
,
D. K.
,
Morse
,
A. S.
,
Whiteley
,
W.
,
Yang
,
Y. R.
,
Anderson
,
B. D. O.
, and
Belhumeur
,
P. N.
,
2006
, “
A Theory of Network Localization
,”
IEEE Trans. Mobile Comput.
,
5
(
12
),
1663
1678
.10.1109/TMC.2006.174
28.
Khalil
,
H. K.
,
2002
,
Nonlinear Systems
,
Prentice-Hall
,
Englewood Cliffs
, NJ.
29.
Franklin
,
J. N.
,
1968
,
Matrix Theory,
Prentice Hall
,
Englewood Cliffs, NJ
.
30.
Dörfler
,
F.
, and
Francis
,
B.
,
2009
, “
Formation Control of Autonomous Robots Based on Cooperative Behavior
,”
Proceedings of the European Control Conference
,
Budapest
, pp.
2432
2437
.
31.
de Queiroz
,
M. S.
,
Dawson
,
D. M.
,
Nagarkatti
,
S. P.
, and
Zhang
,
F.
,
2000
,
Lyapunov-Based Control of Mechanical Systems
, Birkhä user, Boston, MA.
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