Flying in formation improves aerodynamic efficiency and, consequently, leads to an energy savings. One strategy for formation control is to follow the preceding vehicle. Many researchers have shown through simulation results and analysis of specific control laws that this strategy leads to amplification of disturbances as they propagate through the formation. This effect is known as string instability. In this paper, we show that string instability is due to a fundamental constraint on coupled feedback loops. The tradeoffs imposed by this constraint imply that predecessor following is an inherently poor strategy for formation flight control. Finally, we present two examples that demonstrate the theoretical results.

1.
Hummel
,
D.
,
1995
, “
Formation Flight as an Energy-Savings Mechanism
,”
Israel J. Zoology
,
41
, pp.
261
278
.
2.
Lissaman
,
P. B. S.
, and
Shollenberger
,
C. A.
,
1970
, “
Formation Flight of Birds
,”
Science
,
168
, pp.
1003
1005
.
3.
Richardson, C., and Schoultz, M., 1991, “Formation Flight System Design Concept,” Proc. of IEEE/AIAA 10th Digital Avionics Systems Conference, IEEE, New York, pp. 18–25.
4.
Pachter
,
M.
,
D’Azzo
,
J. J.
, and
Dargan
,
J. L.
,
1994
, “
Automatic Formation Flight Control
,”
J. Guid. Control Dyn.
,
17
(
6
), pp.
1380
1383
.
5.
Chichka, D. F., and Speyer, J. L., 1998, “Solar-Powered, Formation-Enhanced Aerial Vehicle Systems for Sustained Endurance,” Proc. of American Control Conference, IEEE, Philadelphia, pages 684–688.
6.
Chichka, D. F., Speyer, J. L., and Park, C. G., 1999, “Peak-Seeking Control With Application to Formation Flight,” IEEE Conference on Decision and Control, IEEE, New York, pp. 2463–2470.
7.
Seiler, P., Pant, A., and Hedrick, J. K., 1999, “Preliminary Investigation of Mesh Stability for Linear Systems,” Proc. of ASME: DSC Div., ASME, New York, Vol. 67, pp. 359–364.
8.
Mehra, R. K., Boskovic, J. D., and Li, S., 2000, “Autonomous Formation Flying of Multiple UCAVs Under Communication Failure,” Position Locations and Navigation Symposium, IEEE, New York, pp. 371–378.
9.
Giulietti
,
F.
,
Pollini
,
L.
, and
Innocenti
,
M.
,
2000
, “
Autonomous Formation Flight
,”
IEEE Control Syst. Mag.
,
20
(
6
), pp.
34
44
.
10.
Pachter
,
M.
,
D’Azzo
,
J. J.
, and
Proud
,
A. W.
,
2001
, “
Tight Formation Flight Control
,”
J. Guid. Control Dyn.
,
24
(
2
), pp.
246
254
.
11.
Chichka
,
D. F.
, and
Speyer
,
J. L.
, “
Peak-Seeking Control for Drag Reduction in Formation Flight
,”
J. Guid. Control Dyn.
, (submitted).
12.
Fowler, J. M., and D’Andrea, R., 2002, “Distributed Control of Close Formation Flight,” Proc. of 41st IEEE Conference on Decision and Control, IEEE, New York, pp. 2972–2977.
13.
Banda, S., Doyle, J., Murray, R., Paduano, J., Speyer, J., and Stein, G., 1997, “Research Needs in Dynamics and Control for Uninhabited Aerial Vehicles,” Panel Report, http://www.cds.caltech.edu/murray/notes/uav-nov97.html
14.
Swaroop
,
D.
, and
Hedrick
,
J. K.
,
1996
, “
String Stability of Interconnected Systems
,”
IEEE Trans. Autom. Control
,
41
(
4
), pp.
349
356
.
15.
Swaroop
,
D.
, and
Hedrick
,
J. K.
,
1999
, “
Constant Spacing Strategies for Platooning in Automated Highway Systems
,”
ASME J. Dyn. Syst., Meas., Control
,
121
, pp.
462
470
.
16.
Tanner, H., and Pappas, G. J., 2002, “Formation Input-to-State Stability,” Proc. of 15th IFAC World Congress, July.
17.
Skogestad, S., and Postlethwaite, I., 1996, Multivariable Feedback Control: Analysis and Design, Wiley, New York, pp. 127–137.
18.
Middleton, R. H., and Goodwin, G. C., 1990, “Digital Control and Estimation: A Unified Approach,” Prentice Hall, Englewood Cliffs, NJ, pp. 423–433.
19.
Looze, D. P., and Freudenberg, J. S., 1996, “Tradeoffs and Limitations in Feedback Systems,” The Control Handbook, W. S. Levine, ed., CRC Press, Boca Raton, Chap. 31, pp. 537–549.
20.
Chen, J., 1998, “On Logarithmic Complementary Sensitivity Integrals for MIMO Systems,” Proc. of American Control Conference, IEEE, Philadelphia, pp. 3529–3530.
21.
Chen
,
J.
,
2000
, “
Logarithmic Integrals, Interpolation Bounds, and Performance Limitations in MIMO Feedback Systems
,”
IEEE Trans. Autom. Control
,
45
(
6
), pp.
1098
1115
.
22.
Boyd
,
S.
, and
Desoer
,
C. A.
,
1985
, “
Subharmonic Functions and Performance Bounds on Linear Time-Invariant Feedback Systems
,”
IMA J. Math. Control Inf.
,
2
, pp.
153
170
.
23.
Royden, H. L., 1988, Real Analysis, MacMillan, London, p. 87.
24.
Shim, H., 2000, “Hierarchical Flight Control System Synthesis for Rotorcraft-Based Unmanned Aerial Vehicles,” Ph.D. thesis, University of California at Berkeley.
25.
Mettler
,
B.
,
Tischler
,
M. B.
, and
Kanade
,
T.
,
2002
, “
System Identification Modeling of a Small-Scale Unmanned Rotorcraft for Flight Control Design
,”
J. Am. Helicopter Soc.
, Vol.
47
, pp.
50
63
.
26.
Seiler, P., 2001, “Coordinated Control of Unmanned Aerial Vehicles,” Ph.D. thesis, University of California, Berkeley.
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