Does *your* database, the one you’re using, support it though? Apparently, it does not, according to the error messages. Unless of course the error message is erroneous.
You can do this from a MySQL command line or phpMyAdmin once you connect to your database:
SHOW COLLATION LIKE 'utf8%';
That will show you all collations that begin with utf8.