In this paper we examine how the flow in the wall region can be predic
ted from realistic (partial) measurements. The underlying motivation o
f this study is the improvement of control schemes for near-wall flows
. We propose a method based on the proper orthogonal decomposition whi
ch provides estimated amplitudes for the coherent structures (i.e., th
e large scales) of the flow from wall measurements. The method is test
ed for the direct numerical simulation of a minimal flow unit. The lar
ge scales obtained by reconstruction from wall data are compared to th
ose of the velocity field in the wall layer. The dominant structures -
the streamwise streaks - are well recovered, the cross-stream motions
less so since they are associated with higher-order structures unacco
unted for in our truncation. We defined ''rescaled'' eigenfunctions to
try to improve the representation of the cross-stream components of t
he how. Aliasing effects due to realistic (large) sensor spacings were
examined. We find that the spanwise spacing is the limiting factor fo
r the estimation, so that a realistic grid will affect the reconstruct
ion by at least 20% compared to full wall information. (C) 1998 Americ
an Institute of Physics.