Development of a Human Machine Interface for Control of Robotic Wheelchair and Smart Environment**The authors thank FAPES (a foundation of the Secretary of Science and Technology of the State of Espirito Santo, Brazil), CAPES (a foundation of the Brazilian Ministry of Education) and CNPQ (The Brazilian National Council for Scientific and Technological Development), for the support given to this work.