Many Americans already experience a form of wealth tax: property tax. You are taxed a percentage of the value of your property, something not terribly liquid.
Incidentally, a handful of states prefer to tax wealth in the form of property rather than income (Alaska, Florida, Nevada, South Dakota, Texas, Washington, and Wyoming)