Keep in mind what the background state is. Look at the US for example, where 40% of the GDP is routed through taxation and government spending, and where more than 4 trillion dollars a year is spent on welfare, pension programs (like social security), health care, and education.

Putting in place a minimum income system would merely redirect funds from those particular programs in many cases.