We consider a piecewise linear filtering problem with small observatio
n noise. In two different situations;we construct an approximate finit
e-dimensional filter based on several Kalman-Bucy filters running in p
arallel and a procedure of tests. In the first case our work generaliz
es some results of Fleming et al. to more general piecewise linear dyn
amics.