 For example, The computational complexity for multi-dimensional case is higher as it involves more dimensions.Also, assumptions of causality do not hold good for the multi-dimensional case.A multidimensional (M-D) signal can be modeled as a function of formula_1 independent variables, where formula_1 is greater than or equal to 2.