A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti,...

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A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Lo nghi yhseo, AIMM lab
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Transcript of A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti,...

Page 1: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

A Navigation System for Increasing the Autonomy

and the Security of Powered Wheelchairs

S. Fioretti, T. Leo, and S.Longhi

yhseo, AIMM lab

Page 2: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Introduction• Research Activities related to smart powered wheelchairs

– VAHM project ,NavChair, The Hephaestus smart wheelchair, etc …

• Design of a proper navigation system and its integration with a commercial powered wheelchair, equipped with a user interface and sensor devices

• The navigation system with a set of functions to increase the autonomy and the security if persons with motor disabilities with Sonar sensors

• Two levels of autonomy are implemented giving the users different degrees of control

• The integration approach to the design mainly relies on the adoption of multi-modal computer integration based on M3S protocol.

Page 3: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Design Criteria for The Navigation System of A Powered Wheelchair

• Considerations for the design of the powered wheelchair navigation system (based on user’s need by interviewing people with different disabilities)

– Different Psychological Attitudes– Role of Information– Acceptance of Informatic Tools– System Cost– System Dimensions– System Friendliness– Physical Appearance– Extroverted Tasks– Level of Autonomy

• Design Criteria– Usability, acceptability, efficiency, security and costs

Page 4: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Navigation System

• Architecture– Navigation sensors : dead-reckoning

and external/environmental sensors

• Sonar Map of the Environment– Sensors are positions and oriented in a manner to reduce of

crosstalk and to detect obstacles along the

direction of movement

– Improvement of Reliability and accuracy of sonar measures• data fusion in a probabilistic local map of the environment

• fuzzy logic and evidence method

Page 5: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Navigation System

Page 6: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Navigation System (Cont’d)

• The Autonomy Levels of the

Navigation Module– First Level : a simple filtering of the user’s commands

• Stop + Wait action or Stop + Invocation of User Help action

– Second Level : some local corrections on the

user’s commands by a simple obstacle avoidance

algorithm• user can’t control but can activate the Stop action

Page 7: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Navigation System (Cont’d)

Page 8: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

User Interface

• The use of M3S protocol – to interface the user control devices with navigation system

– reduce costs, rapid prototyping and easy to change or add

• Interface based on a button and video display– video display : input action, system status, and output message areas

Page 9: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

User Interface

Page 10: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Operation Details andExperimental Result

• The implementation of navigation system– PC 486DX2 with PC-104 bus

– PC manages the sonar and the encoder reading

and connection with M3S bus to user interface

Page 11: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Operation Details andExperimental Result

Page 12: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

• Obstacle Avoidance

– using algorithm based on the

fuzzy rules

– dead-lock

situation have to be solved by the user

Page 13: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.
Page 14: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.
Page 15: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.
Page 16: A Navigation System for Increasing the Autonomy and the Security of Powered Wheelchairs S. Fioretti, T. Leo, and S.Longhi yhseo, AIMM lab.

Conclusion• Shows the proper design of a navigation system

which increase the autonomy and the security of commercial

powered wheelchairs

• The development of navigation module and its integration

on a commercial powered wheelchair

• Different level of autonomy for the navigation module have been developed and tested

• A user interface with M3S interface which is simple

both in commands requested and in information to the user