Bilateral robot therapy based on haptics and reinforcement learning: Feasibility study of a new concept for treatment of patients after stroke

J Rehabil Med. 2009 Nov;41(12):961-5. doi: 10.2340/16501977-0400.

Abstract

Objective: To carry out a preliminary feasibility study of a new concept of robot therapy for severely impaired patients after stroke.

Design: A haptic manipulandum connected to a bar that can rotate freely while providing a measure of the rotation angle. The controller combines a bilateral reaching task with the task of balancing the action of the 2 arms. Reinforcement is given to the subject in 2 forms: audio-visual and haptic by means of adaptable force fields.

Patients: Four highly paretic patients with chronic stroke (Fugl-Meyer score less than 15).

Methods: The training cycle consisted of 5 sessions over a period of 2 weeks. Each session (45 min) was divided in blocks of 10 pairs of forward/backward movements. Performance was determined by evaluating the number of successful movements per session, the session-by-session decrease in the assistive field, the mean reaching time, and the mean stopping field.

Results: All subjects could understand the task, appreciated it and improved their performance during training. The reaching movements became smoother and quicker; balance errors and the magnitude of the resisting field were consistently reduced.

Conclusion: Bilateral robot therapy is a promising technique, provided that it self-adapts to the patient's performance. Formal clinical trials should address this point.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Feasibility Studies
  • Female
  • Humans
  • Learning
  • Male
  • Middle Aged
  • Motor Activity / physiology
  • Paresis / physiopathology
  • Paresis / rehabilitation
  • Psychomotor Performance / physiology
  • Recovery of Function
  • Reinforcement, Psychology
  • Robotics*
  • Stroke / physiopathology
  • Stroke / psychology
  • Stroke Rehabilitation*
  • Touch Perception