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1536-1268/06/$20.00 © 2006 IEEE ■ Published by the IEEE CS and IEEE ComSoc
PERVASIVE
computing
85
Features Editor: Chandra Narayanaswami
chandras@us.ibm.com
News
FEATURED IN THIS ISSUE
Pervasive Medical
Devices: Less Invasive,
More Productive
Bridging the Digital
Divide
W
ireless, robotic, and computer-
backed medical devices are inter-
facing across the landscape, racing to
accident scenes, performing surgery, and
monitoring long-term care for young
and old alike. With the potential for
improved healthcare and long-term cost
savings, pervasive devices offer health-
care some intriguing new alternatives.
ROBOTIC SURGERY
Orthopedic surgeons operate with a
hammer, chisel, and saw. In knee re-
placement surgery, this means cutting
where the replacement should go with-
out cutting away too much bone or dam-
aging surrounding sinews and ligaments.
This difficult procedure, which depends
on a surgeon’s accuracy, raises consider-
able safety issues. That may be about to
change.
At the Imperial College, London, Justin
P.Cobb, chair of orthopaedic surgery, and
his colleagues have developed Acrobot
(Active Constraint Robot), a robotic sur-
gical system that constrains partial knee
replacement to safe, accurate parameters.
The surgical system consists of a stan-
dard PC, a real-time controller board,
surgical planning software, and a ro-
botic arm with drills and cutting tools.
Imperial College medical-robotics engi-
neers designed the Acrobot prototype,
and Imperial College surgeons tested it.
Human guidance
To plan the operation, a surgeon uses
the planning software to model the
patient on screen using the patient’s CT
scan. The surgeon then conducts virtual
surgery on the damaged knee, putting
the replacement in exactly the right
place. According to Cobb, this pre-
planning sets the software boundaries
that will enforce the hardware bound-
aries around what the surgeon may and
may not do in live surgery.
During live surgery, the Acrobot arm
is manipulated with a force control han-
dle that senses the force and direction of
the surgeon’s movements. The computer
uses this information to compare the
surgeon’s actions with allowed param-
eters and applies resistance using brakes
to keep the operation within preplanned
boundaries (that is, the space in which
the surgeon can operate safely and accu-
rately). A color-coded computer screen
display also helps guide the surgeon by
showing where the drill or cutting tool
is within these constraints.
The surgical system knows the robot
arm’s location at all times based on
information from encoders and soft-
ware. When the surgeon moves the drill
to within two millimeters of the safe,
accurate boundaries, the robot applies
its brakes and the surgeon feels a notice-
able resistance. Between two millime-
ters and the edges of those boundaries,
that resistance ramps up exponentially.
“You actually have to push to get to the
edges,” says Cobb.
Healthcare benefits
In most cases, patients have recov-
ered more quickly from robotic than
Pervasive Medical Devices:
Less Invasive, More Productive
David Geer
The purple hardware device suspended
above the patient’s knee is the Acrobot
arm. The knee is open for surgery with
rods holding it in position. The surgeon’s
hands [lower right] operate the force
control handle during surgery.

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conventional surgery. Patient expenses
were lower because they left the hospi-
tal sooner.
According to Cobb, surgeons can rely
on the technology to operate precisely,
with small incisions. Improving surgi-
cal accuracy improves patient out-
comes—replacements work better and
last longer—and could eliminate the
need for additional operations.
Another outcome is that the tech-
nology makes knee replacement sur-
gery less complicated, making it possi-
ble for less skilled surgeons to be very
good at it—so it’s ultimately less expen-
sive. “When you ‘deskill’ something,
you make it cheaper,” says Cobb.
Results
This surgical system will likely face
resistance from surgeons or patients
who mistrust the technology. However,
Cobb reports that their testing showed
that Acrobot helped surgeons place arti-
ficial knees within two millimeters of
planned placement 100 percent of the
time. Control group surgeries were this
accurate only 40 percent of the time.
WEARABLE MEDICAL DEVICES
While some medical devices such as
Acrobot require the patient to come to
the technology, many pervasive devices
bring the technology to the patient.
CodeBlue
Exploring wireless sensor network
technology for medical applications, the
CodeBlue project (www.eecs.harvard.
edu/mdw/proj/codeblue) is a collabora-
tive effort of Harvard University, the
Boston Medical Center, the Spaulding
Rehabilitation Center, the Boston Uni-
versity School of Management, the Johns
Hopkins Applied Physics Laboratory,
and 10Blade. CodeBlue seeks interest and
collaboration from medical researchers,
disaster response teams, and the business
sector.
CodeBlue’s research focuses on wire-
less sensor networks composed of
motes—small devices generally consist-
ing of a processor, memory, low-power
radio, antenna, and power supply. The
motes incorporate sensing, computing,
and radio capabilities in small form fac-
tors with low power requirements. This
facilitates mobility, allowing motes to
gather data such as vital signs continu-
ally over long periods within the patient’s
natural environment. Doctors and
nurses can use that data for real-time
triage and large-population studies over
time, according to Matt Welsh, assistant
professor of computer science at Har-
vard University.
Bridging the Digital
Divide
Benjamin Alfonsi
A
cross the globe, efforts are being
made to narrow the digital divide—
the wide split between those who have
effective access to computing technol-
ogy and those who don’t. Many people
rightly assume that, for the most part,
these efforts are aimed at developing
nations. But what about similarly situ-
ated people in rural or urban parts of
developed nations, including the US? Is
there sufficient overlap between the
technological problems confronting
developing countries and those con-
fronting economically challenged areas
in developed nations to spur a common
solution?
THE SAME … ONLY DIFFERENT
According to Matt Jones, associate
professor of computer science at
Swansea University in the UK, the issues
affecting disadvantaged people in both
developed and developing nations, with
respect to computing and technology,
are largely similar.
At Swansea’s Future Interaction Tech-
nology Lab, Jones and his colleagues
work on digital-divide issues, develop-
ing new mobile and ubiquitous com-
puting interaction concepts. “In devel-
oping contexts, so many people are on
the wrong side of the digital divide that
the problem is more apparent,” Jones
says. “And [that is] perhaps more attrac-
tive for the market.”
Ben Shneiderman, a computer sci-
entist at the University of Maryland in
College Park, agrees. “Poverty, illiter-
acy, poor health, and minimal tech-
nology experience are common aspects
in disadvantaged parts of the US as
well as developing nations, but the
severity [in developing nations] is
much greater and harder to remedy
because of the lack of infrastructure.”
According to Walter Bender, presi-
dent of software and content of the
One Laptop Per Child (OLPC) organ-
ization (http://laptop.org), cultural
acclimation to technology is a much
greater issue. “Alan Kay once said that
technology is anything invented after
you were born,” offers Bender. “But in
the case of [developing nations], it is
as much a matter of when your culture
would have been exposed to it.”
Although the issues affecting all
intended beneficiaries of digital-divide
programs might be similar, the solutions
to those issues might be very different.
“Solutions that work in the developed
countries cannot simply be transplanted
to developing-country environments,”
says Vincent W. Bagiire, CEO of
bridges.org. “Solutions must be based
on an understanding of local needs and
conditions.”
The metamessage, says Jones, is to
ensure that both the public and private
sectors understand the importance of
people-centered design. Involve the end
users from the beginning of the process.
Get the actual users to comment on
newly designed prototypes. “If a project
tries to impose a ‘solution’ without first
understanding their needs and wider
in brief...

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Pluto mote. One of the smallest motes
is Pluto, a lightweight device that can
be worn like a wristwatch. Patients can
wear several Pluto motes to monitor
such things as heart rate and respira-
tion, explains Welsh. These sensors cap-
ture the data and upload it to a PDA,
laptop, or PC residing in the patient’s
home.
The Pluto mote integrates the same
components found in larger sensors
(microprocessor, memory, battery, and
so on) onto a single circuit board, sav-
ing size and space. Other space savers
include a lightweight rechargeable bat-
tery and a surface mount antenna.
The Pluto mote employs an inte-
grated three-axis accelerometer (used
in motion studies). “We are working
with a group at the Spalding Rehabili-
tation Hospital, studying patients with
Chronic Obstructive Pulmonary Dis-
ease (COPD), Parkinson’s disease, and
stroke,” says Welsh. In those applica-
tions, researchers look at patient limb
movements during various activities.
With Parkinson’s disease, for example,
one complication is tremors, in which
the patient is afflicted with unexpected
and uncontrollable limb movement.
“Some of this is caused by the disease
and some is a side effect of the medica-
tion that is intended to control it,” says
Welsh. Pluto motes can help researchers
monitor limb movement in order to
better predict tremor episodes and
adjust medication dosages to head them
off.
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87
context, it is likely to fail,” he says.
This might be another reason why eco-
nomically challenged areas in developed
nations are often excluded from such pro-
grams. “The approach is always to be in
close touch with the users to understand
their genuine needs, then try pilot proj-
ects, and scale up,” says Shneiderman.
MOBILE MOTIVATION
Jones cites mobile technology as
often being the first step or harbinger
of a technological revolution. “In
developing contexts, mobiles have
been heralded as a ‘leapfrog’ technol-
ogy, a way for certain countries to
catch up with the developing world,”
Jones says. “The same is true for the
disadvantaged sectors in developing
countries themselves.”
The reasons why conventional com-
puting resources might not be having
an impact in developing countries, he
says, include limited reach of wired net-
works, prohibitively high cost, and soci-
etal factors such as lack of living space
and privacy issues—the PC is often
shared at home or controlled at work.
Mobiles, on the other hand, are re-
ferred to as “relationship appliances”
or “personal technologies” precisely
because they keep people connected to
friends, family, news, and entertain-
ment whenever and wherever they are.
“Because such relationships are funda-
mental to all communities, the mobile’s
universal appeal is not hard to under-
stand,” says Jones.
Although mobile devices have lim-
itations, particularly in terms of how
they present information, Jones says
societies will likely view access to
technology as an essential right, and
he expects to see more mobile com-
puting initiatives to narrow the digi-
tal divide.
However, Bagiire points out that com-
panies such as Voxiva (http://voxiva.
com) originally developed telephone-
based information systems for countries
with illiterate populations and little or
no Internet infrastructure, only to have
to redesign them for use in the US and
elsewhere.
“If a software company develops a
cheap, simple version of its popular
software for use on older hardware—
which it can sell to developing-country
markets where refurbished computers
are common—it does not want to see
[that software] resold in developed-
country markets where it might en-
croach on market share for heftier
products,” says Bagiire. In the devel-
oped countries, “they want to keep
people ‘buying up.’” He says the same
situation exists with hardware.
A
ccording to Bender, there is no
reason why certain technologies
aimed at benefiting underdeveloped
nations could not also benefit devel-
oped nations—except for having some
features that he says might be super-
fluous, such as a hand crank for bat-
tery power. So are there any plans for
OLPC to target needy children in the
inner cities or rural areas of the US?
“Certainly,” says Bender. “But it’s just
not where we are starting on day one.”
The Pluto mote, a lightweight sensing device that can be worn like a wristwatch.

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Vital Dust mote. The Vital Dust mote-
based pulse oximeter uses GPS to track
a patient’s location en route to the hos-
pital while continuously monitoring
heart rate and blood oxygen saturation.
Sensors record vital signs in real time
and pass them to a sensor gateway on
the ambulance, which forwards the data
to the hospital using either a cellular
EVDO (evolution data optimized) con-
nection or an Iridium satellite connec-
tion. If the Vital Dust hardware can’t
connect to the gateway immediately, it
can store the data in onboard memory
until it can, so that nothing is lost, says
Steven Moulton, associate professor of
surgery and pediatrics at the Boston
University School of Medicine.
In emergency response situations,
such pervasive medical devices provide
emergency room doctors with infor-
mation about the number of incoming
patients and their vital signs in advance.
This helps them better prepare for the
patient’s arrival.
IBM
IBM is integrating existing Bluetooth-
enabled sensors and smart phones with
its WebSphere technology (www.ibm.
com/websphere) to offer medical-device
solutions in pilot tests under the Personal
Care Connect Mobile Health Monitor-
ing Solution. According to Kathy
Schweda, a pervasive healthcare solu-
tions executive at IBM, the technology
and devices take data streams from Blue-
tooth communications, gather them on
a cell phone near the patient, and send
that data over an encrypted VPN tunnel
to a server. There, the healthcare pro-
vider, insurance company, employer, or
payer can use the information for such
things as managing chronic conditions
or monitoring the elderly.
IBM chose Bluetooth over other
wireless technologies, such as Wi-Fi,
because it consumed less power and
was less expensive. Additionally, with
its smaller transmission range, Blue-
tooth keeps data within a five- to six-
meter radius. “It is less likely to be
hacked,” says Schweda.
Kidney failure pilot. At the Imperial
College in London, IBM is combining
its mobile health monitoring with Blue-
tooth-enabled scales and blood pressure
cuffs from A&D Medical to monitor
young adults and children with kidney
failure. According to Schweda, these
devices monitor patient blood pressure
and weight to manage their fluid levels.
The data, received by an Ericsson smart
phone, is transmitted to a backend
server, which makes the information
available to medical professionals at
hand. Nurses can monitor many more
children at one time, checking the trans-
mitted data for trends such as weight
gain, rising blood pressure, and rising
heart rate and alerting a physician when
a patient needs attention.
These monitoring tools can also help
improve the patients’ quality of life.
“They can avoid coming in to see their
primary care physician or coming in for
dialysis earlier,” says Schweda.
Diabetic monitoring. IBM’s Personal
Care Connect technology also has a
pilot project to monitor diabetic
patients. Using Johnson & Johnson’s
Lifescan glucose meter as the end
device gives patients access to a very
small, portable device for testing their
blood sugar levels that can report the
results to healthcare providers. The
devices offer another long-term bene-
fit, by providing closer blood sugar
monitoring. This helps those moni-
tored correct elevated levels more
quickly and delay amputations, ac-
cording to Schweda. This technology
also lets doctors see graphs of the
device readings, providing a better
idea of how the data varies over time
and what it looks like over long peri-
ods, says Maria Ebling, research man-
ager of privacy-enabled context tech-
nologies at IBM.
H
ealthcare costs are positively im-
pacted when timely, quality care
leads to better outcomes and shorter
hospital stays. According to Moulton,
this will come through data mining.
Mined data, taken via these sensors
over time, has a predictive quality;
when healthcare providers see similar
data with patients in real time, they can
act on it immediately, improving their
precision.
Most of the technical challenges to the
CodeBlue wireless-mote project involve
developing sensor networks that can
successfully route patient data from
multiple sensors while avoiding network
collisions. “Three sensors are no prob-
lem. Once you get up to six sensors, then
the information collides and a lot of it
doesn’t get through,” says Moulton.
Other challenges include adoption,
which is impeded by the lack of techni-
cal training of many physicians. “As
newer, younger people come into the
system—people who are comfortable
with handheld computers and the Inter-
net, who are knowledgeable of the
power of computing—things are going
to change,” says Moulton. Developers
also need to create readable font sizes
for the elderly and devices easily used
by small children and older adults, says
Schweda.
The biggest challenge is getting
someone to pay for these technologies.
The diabetic-monitoring kits can run
upwards of US$1,500 for the blood
pressure cuff, scale, glucose monitor,
and phone. “The current reimburse-
ment models for the payers don’t
accommodate these kinds of preven-
tive measures in most cases,” says
Schweda.
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Nurses can monitor many
more children at one
time, checking the
transmitted data for
trends and alerting a
physician when a patient
needs attention.