based on the impulse response gramian which contains information on the input-output
behavior of the system. The corresponding low order approximants retain the first r Markov
parameters and the first r× r elements of the impulse response gramian of the original
system. To see the efficiency of each algorithm, these methods are implemented and several
simulations are done. From an illustrative example, we can better appreciate their …