%0 Book Section
%A Cerone, Vito
%A Piga, Dario
%A Regruto, Diego
%B Linear parameter-varying system identification: new developments and trends
%D 2012
%F eprints:2458
%I World Scientific
%N 14
%P 41-64
%S Advanced Series in Electrical and Computer Engineering
%T SM identification of input-output LPV models with uncertain time-varying parameters
%U http://eprints.imtlucca.it/2458/
%X In this chapter, we consider the identification of single-input single-output linear-parameter-varying models when both the output and the time-varying parameter measurements are affected by bounded noise. First, the  problem of computing exact parameter uncertainty intervals is formulated in terms of semialgebraic optimization. Then, a suitable relaxation tecnique is presented to compute parameter  bounds by means of convex optimization. Advantages of the presented approach with respect to previously published results are discussed.