Your set-up may need some adjustment -- mouthpiece, reeds, ligature, barrel. Harder reeds, smaller tip opening on mouthpieces may improve your control over your tone.
However, I\'ve generally found that improvements in tone generally need to come from practice, long tones, strengthening of the embouchure, and flattening of the chin. Especially in the lower register.
Experiment and see what works for you.