Poincaré and log-Sobolev inequality for stationary Gaussian processes and moving average processes

For stationary Gaussian processes, we obtain the necessary and sufficient conditions for Poincare inequality and log-Sobolev inequality of process-level and provide the sharp constants. The extension to moving average processes is also presented, as well as several concrete examples.