Robust control of simple integrator

Dear Matlab community,

I'm trying to use H-inf and Mu synthesis to make my controller more robust. However, I have no experience with these methods so I decide to tackle a simple problem first:

I've got a plant which is a single integrator with some bounded uncertainty. My ideal response would be that of a PI controller. Furthermore, there is a weight, W_perf, on the error between the ideal response and the actual response. My code looks as follows (I'm basically simplifying the example of the lateral control of an aircraft: http://www.mathworks.nl/help/robust/examples/control-of-aircraft-lateral-axis-using-mu-synthesis.html):

%Plant
Kp = 3; Ki = 1;
Plant = tf(1,[1 0]);
Plant.u = 'unc_des'; Plant.y = 'omega';

% Uncertainty plant
W_in = tf(1.5*[1 20],[1 200]);
Delta_G = ultidyn('Delta_G',[1 1]);
Unc = 1 + W_in * Delta_G; Unc.u = 'omega_des'; Unc.y = 'unc_des';

% Connect plant and uncertainty
Plant_unc = connect(Plant,Unc,'omega_des','omega');

% Ideal response
Hideal = tf([Kp Ki],[1 Kp Ki]);
Hideal.u = 'omega_cmd'; Hideal.y = 'omega_ideal';

% Sum
sum1 = sumblk('e_omega = omega_ideal - omega');

% Weigh performance
W_perf = tf([1/4 2],[1 1]);
W_perf.u = 'e_omega'; W_perf.y = 'z_perf';

% Connect
OLIC = connect(Plant_unc,sum1,Hideal,W_perf,{'omega_cmd','omega_des'},...
    {'omega_cmd','omega','z_perf'});

When I try to synthesise the H-inf controller I get an error

[kinf,~,gammainf] = hinfsyn(OLIC.NominalValue,2,1)

[a b2;c1 d12] does not have full column rank at s=0

So my question is why does this happen? Has it got something to do with the nature of the design problem? Did I make a mistake in the code? And how do I solve it?

Thanks, J. van Delft