Multidimensional continued factions, a generalisation of regular continued fractions, are studied almost two hunderts of years. However, there are still many open questions concerning the periodicity of these algorithms. We present a new approach to this problem. We construct special classes of matrices and we show how these classes of matrices could help answer the question whether a vector v has aperiodic MCF expansion.