How to create state space model with contemperaneous latent variable?

My SSM is following this structure.

P = M + S ; M = Mt-1 + W ; S = f(x) ;

P = Observed Variable, while others are latent variable. I do not know how to construct the matrix of State space model to deal with contemporaneous latent variables. Please kindly enlighten me.