Multivariate orthogonal spline systems

In this article we consider orthonormal systems consisting of tensor products of splines. We show some convergence results of the corresponding orthogonal series including a.e. convergence and unconditional convergence in $L^p$ for $1<p<\infty$, where the latter is proved under some geometric conditions on the involved partitions that depend on the spline order.