Identifying Single-Ended Contact Formations from Force Sensor Patterns.

Presents two methods of rapidly identifying contact formations from force sensor patterns, including friction and measurement uncertainty. Use of force signal instead of positions and detailed geometric models; Use of fuzzy sets to model patterns and sensor uncertainty; Neural networks to generate confidence levels; Classification techniques in the context of robot programming.