In this paper ongoing work on an intelligent interactive wheelchair is presented. Also described is a new approach that integrates multimodal information for the navigational control of the wheelchair using a neuro-fuzzy network. Experiments show that the multimodal approach is capable of navigational control for the wheelchair, and of facilitating task and information sharing and trading between human and machine.