“…This pinning property is equivalent to aligning the directions of the offending multivariable pole or zero to the input and output subspaces orthogonal to the basis vector 0 iÀ1 1 0 nÀi  à T : It should be stated, however, that a formal understanding of the basis for which the favourable pole-zero alignment of the plant is achieved, for single and multiple RHP poles and zeros, and hence how the alleviation of design prohibitive spurious poles and zeros of the SISO plants is achieved, remains unresolved. However, as theory providing constructive bandwidth limitations for individual loop designs in NMP and unstable MIMO systems has not been realized [61], even for fully populated multivariable controller designs, one cannot determine a priori what pole-zero structure of the DPD and IPD SISO plants is possible. Therefore, the design of M and N matrices for good alignment will generally be a heuristic procedure, akin to other classical tools for multivariable design conditioning, such as RGA, which aims to provide similar features.…”