You are correct, I initially did not explicitly separate the noise according to its frequency (my mistake). Integration only helps with high frequency error and

You are correct, I initially did not explicitly separate the noise according to its frequency (my mistake). Integration only helps with high frequency error and can actually worsen low frequency error, more details in my second reply to kens.