In this thesis, the goal lexicon is approximately 100 signs. Most previous research has focussed on small collections of signs. This introduces a range of issues that do not arise with small lexicon systems. As will be shown, issues of learning time and accuracy become dominant in large lexicons, and this is a further step in the direction of a full-size lexicon.