In this article, we studied the inverse theorems and Parseval’s identity for higher dimensional linear canonical transform. The existing convolution for the single and multi-variable functions is also discussed. We introduced a generalized convolution of multiple variables and derived their properties for the multidimensional linear canonical transform including convolution theorem and product theorem.