If you can, yes, try to use fixed point math.
At this point, most mobile devices based on ARM do not have a core that directly supports floating point math. Also, at least in the case of Vincent, the floating point layer is a wrapper around the fixed point kernel, so using fixed point reduces the level of indirection and hence increases the performance.