Df. Thompson et Js. Pruyn, On characterizing sensitivity-based and traditional formulations for quantitative feedback theory, INT J CONTR, 72(6), 1999, pp. 536-545
Recent developments in quantitative feedback theory include the 'new formul
ation' approach in which a robust performance and robust stability problem,
similar to Horowitz's traditional QFT formulation, is developed in terms o
f sensitivity function bounds. The motivation for this approach was to prov
ide the basis for a more rigorous treatment of nonminimum phase systems and
/or plants characterized by mixed parametric and non-parametric uncertainty
models. However, it has been found in practice that the sensitivity-based
formulation exhibits some unique behaviour, i.e. in terms of the open loop
design bounds obtained for various choices of nominal plant. Experience has
shown that these bounds will dominate (i.e. are more conservative than) th
e corresponding traditional QFT bounds for the same problem; it has also be
en observed that the degree to which this occurs varies with choice of the
nominal plant. Further, it has been found that the choice of nominal, in ce
rtain cases, can lead to a problem which is infeasible with respect to Bode
sensitivity (i.e. requiring \S(j omega)\ < 1 as omega --> infinity), while
the traditional QFT problem remains feasible. Heretofore, this behaviour h
as not been fully explained. In this paper, these issues are characterized
in the simplest possible setting, focusing primarily on the behaviour at ze
ro phase angle. A 'modified' sensitivity-based QFT formulation is proposed
here in which limitations on the choice of nominal plant are clearly deline
ated; this formulation results in open loop design bounds which are equival
ent to the traditional QFT problem at zero phase angle, while over-bounding
them elsewhere. The modified formulation is also shown to meet the same ne
cessary condition for Bode feasibility as traditional QFT. In conclusion, t
hese issues are demonstrated by means of a basic example.