Exponential transform of quadratic functional and multiplicative ergodicity of a Gauss-Markov process

The Laplace transform of partial sums of the square of a non-centered Gauss-Markov process, conditioning on its starting point, is explicitly computed. The parameters of multiplicative ergodicity are deduced.