The 2nd argument to post
is a hash of all the params you'll receive in the controller. Just do this:
post :create, collection: { name: 'New Collection' }, more_params: 'stuff', and_so_on: 'things'
Those params will be available in the controller:
params[:and_so_on] == 'things'