Technical solutions for sensing elements and their integration to construct remote operation devices to assist disabled people
Mobility is an important component of modern life. Unfortunately there are
people, who are deprived of the ability to move. Some of them became disabled
as a result of an incident or a disease, such as Alzheimer’s disease.
Others were doomed to be immobilized from the very birth. However, in modern
world of high technologies it became possible for the disabled to feel themselves
almost like normal people with the help of modern control systems, electronic
devices, robotic arms, well-equipped wheelchairs and other technical solutions.
This research paper is devoted to construction of modern assisting devices for
people who are unable to move their limbs. A lot of new technological appliances
have been developed to fulfill everyday needs of the disabled and guarantee
security. The following research deals with the principles of measurement and
instrumentation, emphasizes the significant role of modern control systems and
examines recent achievements in engineering and computer programming, aiming
to improve the life of people who cannot move their upper and lower limbs. It
also examines a wide spectrum of sensors, implemented to various assistive devises.
Introduction of modern technical devices into the everyday existence of disabled
people is highly productive and has a wide range of advantages. Firstly, it
reduces the working hours of the nursing staff and saves time and money. Saved
money can be paid for the robots and other assistive appliances, which often
appear to be more useful than the whole nursing staff. In this way, introduction
of modern technical solutions for disabled people is highly beneficial from
an economic point of view.
In addition, new control systems and assistive devices greatly improve the quality
of life of severely disabled patients. What is more, with the help of all these
systems the disabled become more self-sufficient and independent. It naturally
motivates scientists to perfect the existing technologies. Though many devices
can’t completely substitute the assistance of a real person, they evidently
save time of serving the disabled.
Robotic Arms
In present days a lot of technological devices, aiming to serve disabled people,
are being developed in progressive countries. In Britain, for example, scientists
are elaborating a robotic arm, which is an exact duplicate of a human hand.
It means that people who can’t move their extremities will be able to
fetch necessary things, food and drinks with the help of this robot. The producers
used high technologies, modern materials and advanced computer programming,
and hope to finish the prototype arm in a year. The authors expect this assisting
device to accomplish success, and plan ultimately to develop an advanced robot
that copes with a wider variety of assignments for the disabled. Although the
duplicate of a human hand skillfully performs more than twenty movements, disabled
people claim that no robot can replace the elastic extremity of a human being.
The innovation of this robot is application of air muscles instead of electric
motors to enable the hand to move.
Air muscles enhance the range of movements the robotic hand is able to do. The
construction is based on remote control and camera systems, which make it possible
to perform a number of simple tasks that will be useful for people who need
daily assistance (Kawamura 1995, 145).
In addition, the robot possesses true commercial potential, as it not only assists
disabled people, but also helps to cope with the infirmities of age. Originally
the robotic arm was constructed as an attachment to a wheelchair. Modern scientists,
however, moved further, and succeeded in making a separate robotic arm with
flexible internal angles, although it has no sensors. Its arms are capable to
carry nearly four kilograms. The robot moves by shifting from one docking place
to another. Those places fulfill the dual function of both reinforcing and powering
the robot.
Another robotic device for the disabled was constructed in Japan. This one is
able to climb the stairs with its ten legs. It successfully carries a person
weighting not more than sixty kilograms. The robot is supplied with a system
of modern sensors, which will be further discussed in this report in detail.
The automatic robots-manipulators, attached to wheelchairs or walls, help people
with disabilities to eat, brush teeth, shave and perform other simple tasks
to fulfill daily living needs. Sensors are important elements of most technological
devices for disabled people. British scientists succeeded in creating fast and
effective sensors, which guarantee security for users of wheelchairs, robots
and other assistive appliances. One of the most important demands for sensors
is maintenance of continuous work in various conditions. That is why scientists
should take into consideration all possible changes in temperature, wire vibration,
etc.
Sensors
Security is an ability of a sensor to perform required functions within a certain
period of time. In other words, sensors help the device to function duly (Fraden
2003, 78).
Sensors are able to guide disabled people in wheelchairs back home. Moreover,
with the help of sensors, users of electric wheelchairs are alerted of obstacles
in their way. Advanced sensors are also used to inform the staff in case of
emergency on the location of the wheelchair, so as to take measures without
hesitation. Sensor systems contain parameters of the vehicle, which makes it
easy to define the location of the wheelchair with the help of radio modem.
The deviation between expected and real positions of the wheelchair is not more
than five meters. This system is capable to guide the user of the wheelchair
back home in case he has gone astray. All these functions are highly important
as they guarantee security for disabled people and increase their mobility.
Nonetheless, it should be mentioned here, that principles of measurement and
instrumentation are very important in the construction of a powered wheelchair,
especially if it is implemented with some kind of an assistive device. Errors
in estimation, precision and accuracy may lead to disastrous consequences. Each
measurement with any measuring instrument requires precise estimation, so as
to avoid errors. Engineers cope with this dilemma by choosing middle measurement.
Thus, if to express this opinion from mathematical point of view, it should
be said that with a measuring instrument demarcated in hundredths of an inch
implies possible error of 0,005 inch (Morris 1988, 167).
That is why the exactitude of a measurement depends on the instrument itself
and on the precision of its scale. The quality of measurement also depends on
how correctly the numbers were rounded off. The accuracy of measurement should
always be taken into account. Thus, the length of a robotic arm will define
the maximum possible error rate and the exactitude of measurement. As a rule,
the length varies according to the body size of a user.
Rehabilitation robotics
Another assistive device worth mentioning in this research is a robot for people
with genetic disabilities or spinal cords disorders (Honzic 2003, 56). It is
to be mentioned that this robot has a significant advantage over other similar
devices, as it highly increases abilities to maneuver and pick up objects. The
robot relates to the category of rehabilitation robots and is called ARDIS,
which is deciphered as Assistive Robot for DISabled. These robots perform assignments
for severely disabled people. They were constructed to function like prosthetic
appliances of upper limbs, except that they are not exactly joined with the
body. In this regard such robots can be used to perform a great number of manipulations,
which disabled people fail to do. Moreover, they have less power and size demands
in comparison with traditional prosthesis.
There are three types of these rehabilitation robots:
? Uncomplicated appliances, which are capable to do elementary everyday tasks,
such as feeding and turning the pages. Improved technologies, however, allow
them to cope with more complicated tasks, such as putting on make-up, brushing
teeth, cleaning, etc.
? Workstation robots represent a collection of motionless assistive appliances,
which are specifically designed to meet user requirements in their everyday
activities.
? The group of rehabilitation robots also includes wheelchair robots, which
increase mobility and operation of wheelchairs. They represent an arm, attached
to the powered vehicle for disabled people. This arm helps the disabled fetch
drinks, eat, switch off lights, open doors, etc. The structure of the robotic
arm is very flexible, as it has rotatory shoulder, elbow and wrist. The arm
is able to pick up relatively small objects on the floor, table and other surfaces.
Rehabilitation robot has two elements of control, which influence the way of
functioning: the interface between the disabled individual and the robot, and
the interface between the robot and the objects. It limits the variety of operations
that can be performed.
The device is controlled by means of a standard joystick, which is not as convenient
as modern technology of using voice electronic device and gesture recognition.
Wheelchair is operated by two disconnected devices, which control the robotic
arm and the vehicle itself. Such a system complicates the utilization of the
wheelchair, as a person has to operate these two devices in turns.
If a person wants to pick up an object, he has to operate the gripper itself
and the wheelchair to approach the object. Nonetheless scientists are planning
to improve the device by making the wheelchair move automatically in the direction
of the chosen object, if the user intends to reach it. In this way the system
of sensors is supposed to ensure the safety of travel towards the object. It
will be possible to navigate the wheelchair almost autonomously in its working
space. This construction is especially useful to people who can’t move
their limbs. The vehicle is implemented with sonars, used to measure the distance,
and a camera with 360 degree field of vision. This panoramic camera is capable
to follow a moving person. It preserves the vehicle from collision. A panoramic
vision is much more advantageous than cylindrical one. People with motor disabilities
have to cope with various problems when moving in areas intended for healthy
people. Semi-autonomous navigation means that the variety of problems can be
solved by the wheelchair in collaboration with its user. The user gives commands
to the wheelchair, such as selection of a moving person that is to be followed,
or the direction of movement. Everything a person needs to do is to touch the
screen or give a voice instruction.
What are the advantages of rehabilitation robots? Rehabilitation robots help
disabled people feel independent and cope with simple tasks. Assistive robots
for disabled can be productively used for practical purposes in cluttered surroundings,
where omnidirectional wheelchair will surely come in handy. The construction
consists of the end-effector control, which makes it easy to perform required
tasks. The velocity of the wheelchair is also controlled.
Wheelchairs with computer control systems
Speaking about modern technological devices for disabled people, it is important
to mention that a lot of wheelchairs nowadays are also equipped with a notebook,
which contains data on motor control, sensor system and electronic appliances,
attached to the wheelchair.
A lot of electric wheelchairs are also based on digital control system. Such
a construction simplifies the navigation of the vehicle (Franklin and others
1994, 230).
Here, it is important to illustrate this control system, giving a real example.
Thus, a world-wide known Professor Stephen Hawking suffers from a severe motor
neuron disease, which makes him unable to move limbs and use voice. Such people
especially need improved wheelchairs and new voice recognition systems. Professor
is confined to a wheelchair, which was once implemented with a DOS-based computing
system and a voice electronic device. Recently Professor has been supplied with
a computer, which has only one button. This new tool somehow predicts what the
next actions or intentions of the user will be. In comparison with his former
computing system, this one has much more advantages. Although his former computing
system had a range of essential capabilities, it was deprived of things that
modern people take for granted. It reduced the speed and effectiveness of computer
systems. The new technical solution, however, not only works at high speeds,
but also has access to the Internet which will surely improve the life of disabled
people. Producers hope to make this new computer device as affordable as possible.
This technical solution is supposed to enable people with mobility impairments
to perform additional and more complicated tasks. With the help of Internet
they will be able to communicate, work and study. This new software is available
for severely disabled people as well.
Scheme of the wheelchair sensor and control system
Why is it important to develop new control systems and widen the range of functions
of assistive appliances for disabled people? There is not a shadow of doubt
that a user of a wheelchair, for example, should be skillful in operating it.
He should behave properly and pay attention to the surroundings in order to
avoid unnecessary injuries and crashes into walls and passersby. There is always
a threat to hurt oneself and people around. On the other hand if to deprive
disabled people of social life and limit their freedom, it will surely cause
apathy and inappropriate behavior from their side. Lack of mobility can be extremely
traumatic. That is why it is important to improve technical solutions for disabled
people. Thus, standard wheelchairs are supplied with sensors, motor control,
speed measurement and joystick. However, modern wheelchairs are equipped with
a number of additional appliances as well. They include ultrasonic detectors
of obstacles, system of navigation within the house and escort driving outdoors.
Escort driving provides information on the vehicle’s direction and helps
to keep a chosen distance.
Speaking about modern devices for disabled people, it is important to describe
the ultrasonic ranging system in detail. This circular construction consists
of five ultrasounds and a sensor, fastened to the forepart of the vehicle. The
disconnected circle allows entering the wheelchair. The ultrasounds discover
obstacles within the area of several meters in front of the wheelchair (Mazo
2004). It is to be mentioned that such ultrasonic systems are frequently used
in wheelchair constructions, though their practical application is rather confined.
The matter is that they mostly discover large obstacles, which a person is able
to notice himself.
For this reason ultrasonic systems are often combined with highly sensitive
sensors, which are designed to satisfy needs of users and modernize the detection
of obstacles. These additional sensors are needed to provide secure driving.
There are three vertical lines, projected by the sensor and a camera to spot
those lines (Miller and Slack 1995, 77).
Scientists of Toronto University Department of Intelligent Assistive Technology
presented a new collision avoidance system for wheelchairs operated by disabled
people. The systems are supposed to increase mobility and make disabled people
feel more self-confident and independent. The innovation of this system is the
use of Canesta sensor instead of a laser one. It possesses a range of advantages,
including three dimensions, ability to create images and minor power demands
(Hoey 2004, 24). It is an improved version of ordinary collision sensors. Thus,
sensors will bring the wheelchair to a stop in case there is a threat of collision,
and will offer alternative direction. Such sensors are able to detect obstacles
and safely avoid them in various situations.
Technical solutions for people with upper limb disabilities
Modern control systems combine traditional and improved control principles,
based on computer and design technologies (Golten and Verwer 1991, 63). They
provide a wide range of opportunities for disabled people. People suffering
from upper limb impairment are now capable to drive a car with the help of new
hand control system. This system allows a driver to operate the car by pressing
buttons with fingertips. The button transmits a signal to a control box by means
of electric wires. This modern control system is intended for people who are
unable to drive with both hands. The system is attached to the steering wheel,
which simplifies its use. It can be detached at any time in case it is no longer
needed. Car switches are illuminated by infrared controls that enable the driver
to see in the dark. The serviceable life of the battery is not less than a year.
Eye-tracking systems for the disabled
The producer of EyeTech Digital Systems created a system, which represents a
combination of a camera that follows the movements of eyes and voice dictation
computer program. Originally this product was intended for people with motor
disabilities, who can’t use computer or type with their hands (Johnson
2006).
In the course of time this software became a threat to existing computer systems,
as eye-tracking devices proved to be useful for disabled and healthy people
as well. This is a new kind of control system, which is quite easy to get used
to. With the help of this program people with severe impairments become self-sufficient
and less dependant. More and more people choose this system for a wide range
of reasons. One of them is the reduction of price for such software, which makes
it relatively affordable for common people.
Another problem is motor disabilities among children. Disabled children have
no opportunity to develop in the way normal people do. For this reason, scientists
attempt to create new technical gadgets, which will guarantee relatively happy
childhood to such children. It should not be forgotten that not only adults
may suffer from upper limb impairment. There are cases, when children become
physically disabled too. Modern technical solutions help to partially overcome
this problem. The specialists from the Oregon University Department of Computer
and Information Science offered a software program EyeDraw intended for children,
who can’t move their upper limbs. The program was designed to allow children
with motor disabilities to draw pictures with the help of an eye tracker, so
that they can develop their imagination and creative skills. The project contains
several innovations, the most important of which is the possibility to cope
with spatial assignments by means of eye-contact.
This new fundamental idea actually allows everyone to use this eye-drawing control
system, even though the program was originally designed for disabled children.
The central technique implies the possibility to perform such computer assignments
as choosing icons on the desktop by delineating a square around them.
The eye tracker was designed to assist children with severe motor disabilities,
and scientists have already proved that it is beneficial for children without
impairments as well. Its effectiveness for disabled children, however, is still
being observed. The way children draw pictures with pencils or computer mouse
has contributed into the advancement of recent technology. This program also
helps to understand the development of children’s drawing abilities step
by step. It shows how children learn to control movements of their hand, gradually
improving drawing skills. Drawing with eyes needs the same efforts and patience,
as the traditional drawing with hands. Drawing with eyes needs specific techniques,
such as quick short movements of eyes, called saccades. The line, which goes
from the eye to the place where a child is looking, is called the gaze. A continuous
gaze, fixed on one point is called the dwell.
This software capacitates people to operate the computer control system with
eye movements. This capacity is of great importance for people with severe mobility
impairments. The disabled have no opportunity to socialize with outer world,
although most of them possess normal eyesight. The ability to control the movement
of eyes is probably their only hope to contact with other people. In this regard,
the eye-controlled computer system can greatly improve the quality of their
life. New control system is able to interpret pupil shifting of the user and
accomplish the required tasks. Not long ago people only learned to talk by means
of computers. Now they are able to operate them with eyes. Researchers had to
change the functional user interface in order to meet new requirements. The
icons must not be too small, because eye shifting is not as accurate as hand
one. A significant feedback for people, operating this computer, is that the
icon changes its colour twice. It means that the computer has comprehended the
task and is ready to accomplish it. Probably the only engineering task now is
to solve the problem of jerk-like movements, made by our eyes. A lot of eye-controlled
systems have been designed for the sake of disabled people’s well-being.
Nonetheless it became a moving force for further improvement of this technologies
and application of them in various spheres of human life. Such systems as Quick
Glance and VisionKey are among the most advanced technologies nowadays. They
provide operation of a computer by means of eye-typing. These technologies were
appreciated by a great number of disabled people and helped them to lead a more
normal life. The most efficient systems allow users to pronounce phrases by
means of speech synthesizer, operate devices and turn pages in e-books. Typing
is fulfilled by shifting eyes across a computer keyboard placed on the screen.
Of course, the development of these systems is not finished yet, and they fail
to accomplish a lot of tasks, which healthy people can easily do by means of
crayons and paper. Nonetheless, this software program can successfully be used
by disabled children, who should develop creativity and imagination. This is
one of the new technical solutions, which help disabled children live and develop
as normal people. A technical advantage of this program over other similar ones
is the opportunity to look and examine the drawing within the process. The previous
software gave users no chance to study the picture before it is completed. It
shows that computer industry moves forward and improves the eye-tracking software,
creating more and more opportunities to skillfully draw pictures.
Alternative control of a wheelchair for people with upper limb impairments
People, suffering from upper limb impairment, experience a number of inconveniences.
Thus, many disabled people find it difficult to control a wheelchair. Recently
a new way of a wheelchair control has been designed to assist people with upper
limb disabilities to control an electric wheelchair without joystick. The new
system is based on muscle control, which allows people with mobility impairments
to safely navigate without manual contact. Electric wheelchairs are irreplaceable
for people who cannot control a mechanical wheelchair without assistance. The
idea of a free-hand control system came from the necessity to assist people,
who cannot even use joystick to operate the wheelchair. It gradually became
a promising technology, as an alternative way to manual control. The device
reacts to biological signals, such as movement of muscles and eyes. Thus, this
control system relies on bio-signal interfaces, which perform commands, identifying
certain muscular constrictions. An advantage of this system is that it does
not require the application of a laptop computer. It makes this device almost
absolutely independent. In order to make a detailed analysis of this construction,
it is important to show positive and negative sides of the new control system.
First of all, it is to be said that this system is a forerunner of the tongue-controlled
interface that will be discussed later. From scientific point of view, the functioning
of this system is basically ideal, as everything a disabled person needs to
do is to use muscles or just brain-waves. However, the idea of brain-computer
interfaces is not perfect. Such devices appear to be too sensitive and react
to intentional commands and background noise too. The noise includes sounds
of swallowing, laughing or talking. However, this system is not suitable for
operating a wheelchair, because of its sluggishness. It takes several seconds
to bring the vehicle to a stop in case something prevents further movement.
A bio-signal interface that reacts to eye movements also has a number of negative
sides. Thus, the user of a wheelchair is unable to look in all directions while
driving, as it may be dangerous. In this way, the control system, which is activated
with the help of muscle constrictions, is the most appropriate variant. It allows
a disabled person to direct the wheelchair wherever he wants. The system, however,
has a number of disadvantages. One of them is that it does not work in noisy
surroundings, although in the course of time this problem can be worked out.
The price of such assistive devices depends on their constructions. Some of
them are additionally equipped with video cameras, which make them less affordable.
The sensors implemented to such devices are capable to detect mere raise of
an eyebrow. The sensitivity may be increased or decreased, depending on the
will of a user. Besides, there are no reasons for a person to be anxious about
the strength of muscle constriction, because the system is capable to react
to the slightest movements, which must be strong enough to surpass the threshold.
It releases users from the necessity to continuously control the vehicle.
Voice recognition systems
A voice electronic device is another technical solution, which is intended to
help disabled people feel themselves productive members of society. This technology
recognizes words by separate phonemes. It does not mean that it will effectively
identify each pronounced word, let alone non-standard speech.
As has been mentioned, modern wheelchairs, equipped with a good deal of assistive
appliances can be very helpful to disabled people with upper and lower limb
problems. In this regard, an advanced technology of Voice Recognition system
makes people with disabilities more self-sufficient and almost wholly eliminates
the need for nursing. This technology, however, is not appropriate for people
with speech problems, such as Alzheimer’s disease, cerebral palsy and
other severe disorders. For this reason, Integrated Wave Technologies, Inc.
has created an improved Voice Recognition system, which allows identifying non-standard
words. It is based on the program, which identifies the speaker and adapts to
the peculiarities of his speech, even if it is impaired. In this way, it is
also an ideal assistant for people without speech problems, as it is capable
to recognize the spoken words more precisely and avoid mistakes in recognition.
This Voice Recognition technology helps disabled people easily operate computers
and other assisting gadgets. One more advantage of this technology is that it
can be easily implemented to wheelchairs, TV sets and other commodities, which
need voice control. Thus, these devices significantly reduce financial expenses,
as they do not require Pentium processors.
The ideal characteristics of the voice device are supposed to be the following:
? Hand-free manipulation;
? Identification of non-standard words and only intentional instructions;
? Easy adaptation to laptop computers and other modern technical devices;
? Reasonable prices and affordability.
It is to be mentioned that in many cases efficient measurement activities measurement
systems and instrumentation are very important in today’s world of high
technologies. Measurement systems are applied to gather useful data on the conditions
of systems that serve multiple purposes (Sydenham and others 1989, 90). Exploratory
purpose means that measurement is supposed to guarantee complete comprehension
of a new system or virtual reproduction of it. At first, scientists state a
hypothesis, which provide information on the system, its sensors and appliances.
And then this hypothesis is proved to be either true or false. Measurement is
also used to control and rectify conditions.
Speaking about modern technical solutions for disabled people, it is important
to discuss a tongue-computer interface, which is capable to help people cope
with a wide range of tasks. It is a promising technology due to the fact that
such interfaces are actually unseen and can be easily operated by people with
severe mobility impairments. According to statistics a lot of disabled people
have chosen this new system, based on tongue control, although it is not a high-speed
device. Nevertheless, this device is equipped with nine sensors, which are accurate
in measurement. The “Handbook of modern sensors” by J. Fraden clearly
illustrates that accuracy is the most important characteristic of any sensor.
When speaking about the accuracy of a sensor, it is often implied inexactitude
and errors in calculation as well. As a rule, the error of measurement means
the size of maximum divergence between the readings of real and ideal sensors
(Fraden 2003, 93).
The basic tongue-computer interfaces represent buttons, which are sensitive
to pressure and located in the mouth above the tongue. That is why the system
does not work while eating and communicating. For this reason, pressure sensors
are not an appropriate option. Nonetheless a system with only nine sensors is
affordable from commercial point of view. This control system is applicable
to a vast variety of assistive devices for disabled people, such as powered
wheelchairs and prosthetic appliances.
The technique of detection, applied to this construction, works according to
Faraday’s law of induction for coils and contains a wide range of inductance
methods. In order to accomplish success in assisting disabled people, the control
system should be improved so as to meet user requirements. The ability to continuously
wear this system is one of the ways to make it suitable for disabled people.
It should also be invisible, so as to make it possible to wear it outdoors.
This control system should be applicable not only to wheelchairs and prosthetic
appliances, but also to computer systems and other devices. It is also preferable
to increase the speed of operation. As for the measurement, it should be admitted
that the approximate rate of errors makes 20%. For greater efficiency this rate
should evidently be reduced.
Finally it is to be said that there is one more aspect of various assistive
tools and devices for people with motor disabilities. This research was mostly
devoted to modern types of wheelchairs implemented with robotic arms and other
control systems. Although such modern devices obviously make life of disabled
people easier, they have a range of drawbacks, which are worth mentioning. This
research has proved that modern technical solutions are able to compensate for
loss of movement and help people with disabilities partially accomplish their
personal goals. Nonetheless, it is frequently very difficult for the disabled
to get hold of rehabilitation devices. Even if a person with motor disabilities
succeeds in obtaining an improved wheelchair, for instance, there is a threat
that it will be impossible to efficiently operate it in inappropriate conditions.
In addition, not many people can afford to purchase an assistive device, as
most of them are very expensive. Transportation and additional repair expenses
should also be taken into account.
Conclusion
Unfortunately, even in the world of high technologies, the number of chronically
disabled people does not seem to reduce. Moreover, there is a considerable growth
in the number of older population, which suffers from motor disabilities. This
research paper analyzed the recent improvement of control systems and technical
solutions, intended to assist people with motor disabilities. The paper paid
much attention to modern wheelchair constructions with ultrasonic and infrared
sensors, robotic arms, eye-tracking systems, voice recognition devices and other
rehabilitation technologies. These assistive devices productively serve disabled
people and fulfill their daily needs.
References
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Morris, A. 1998. Principles of measurement and instrumentation, Prentice-Hall
International.
Sydenham, Ph. et al. 1989. Introduction to Measurement Science and Engineering,
Wiley.
Additional Resources
Hoey, Jessica et al. 2004. Obstacle avoidance wheelchair system. University
of Toronto.
Honzik, Bohumil. 2003. Inverse Kinematics and Control of the Assistive Robot
for Disabled. Brno University of Technology.
Johnson, Andrew. 2006. Product helps disabled people use computers. The Arizona
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(accessed August 19, 2007).
Kawamura, K. 1995. Intelligent robotic systems in service of the disabled. Rehabilitation
Engineering.
Miller, D., and Slack, M. 1995. Design and Testing of a Low-Cost Robotic Wheelchair
Prototype, Autonomous Robots.
Mazo, Manuel. 2004. Wheelchair for physically disabled people with voice, ultrasonic
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