Sugar leads a research effort in wearable robotic systems. He is developing robotic orthoses and prostheses for stroke rehabilitation and mobility. He collaborates with Prof. McBeath in psychology to understand perceptual principles that guide human navigation and locomotion. His current research projects include SPARKy, Spring Ankle with Regenerative Kinetics, and PAFO, a powered ankle foot orthosis for stroke rehabilitation.