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c
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1.
I
NT
RO
D
UCT
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O
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T
h
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in
cr
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s
in
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d
f
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d
p
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an
s
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m
in
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p
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to
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k
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in
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in
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p
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as
au
to
m
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b
ec
o
m
es
a
n
ec
ess
ity
in
d
aily
life
[
1
]
.
T
h
e
wo
r
ld
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as
ch
an
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tly
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a
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[
2
]
.
T
h
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I
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T
h
as d
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s
tr
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ab
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to
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wh
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im
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q
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life
.
Evaluation Warning : The document was created with Spire.PDF for Python.
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"Sm
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[
3
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.
I
n
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o
m
es
ar
e
ex
p
an
d
i
n
g
i
n
to
s
ev
er
al
f
ield
s
o
f
s
p
ec
ializatio
n
.
Me
d
ical
d
ev
ices
ar
e
u
s
ed
in
s
m
ar
t
h
o
m
es
t
o
p
r
o
v
id
e
h
ea
lth
ca
r
e
f
ac
ilit
ies.
T
o
m
o
n
ito
r
th
e
h
ea
lth
o
f
p
atien
ts
,
b
lo
o
d
p
r
ess
u
r
e,
b
o
d
y
tem
p
er
atu
r
e,
an
d
h
ea
r
t
r
ate
ar
e
o
f
ten
m
ea
s
u
r
e
d
u
s
in
g
e
q
u
ip
m
e
n
t [
4
]
.
E
v
er
y
tech
n
o
lo
g
ical
ad
v
an
ce
m
en
t
m
ad
e
b
y
h
u
m
an
s
h
as
cr
e
ated
s
ig
n
if
ican
t
co
n
ce
r
n
s
ab
o
u
t
h
ea
lth
.
I
n
ad
d
itio
n
to
im
p
r
o
v
in
g
th
e
m
ed
ical
s
er
v
ice
s
y
s
tem
s
,
o
n
e
in
n
o
v
ativ
e
a
p
p
r
o
ac
h
th
at
s
h
o
ws
p
r
o
m
is
in
g
f
o
r
p
r
o
v
id
i
n
g
t
h
e
p
r
ev
io
u
s
ly
m
e
n
tio
n
ed
h
ea
lth
ca
r
e
s
er
v
ices
is
th
e
I
o
T
p
latf
o
r
m
[
5
]
.
All
o
f
th
e
d
ev
ices,
ap
p
s
,
s
en
s
o
r
s
,
an
d
n
etwo
r
k
s
th
at
ar
e
co
n
n
ec
ted
to
o
n
e
an
o
th
er
in
o
r
d
er
to
ex
ch
a
n
g
e
an
d
co
llect
d
ata
ar
e
co
llecti
v
ely
d
escr
ib
ed
to
as
t
h
e
I
o
T
.
I
o
T
is
an
o
th
er
web
a
d
v
an
ce
m
e
n
t
th
at
is
g
ain
in
g
p
o
p
u
lar
ity
f
ast
d
u
e
to
d
e
v
elo
p
m
en
ts
in
clo
u
d
co
m
p
u
tin
g
,
ce
llp
h
o
n
es,
s
en
s
o
r
n
etwo
r
k
s
,
r
em
o
te
ex
ch
an
g
es,
an
d
s
y
s
tem
s
m
an
ag
em
e
n
t
[
6
]
.
No
wad
ay
s
,
to
k
ee
p
a
m
o
n
ito
r
o
n
a
p
atien
t'
s
h
ea
lth
th
r
o
u
g
h
w
eb
,
n
u
m
er
o
u
s
I
o
T
d
e
v
i
ce
s
ar
e
av
ailab
le
[
7
]
.
C
o
n
s
tan
tly
m
o
n
ito
r
in
g
p
h
y
s
io
lo
g
ical
in
d
icato
r
s
with
wea
r
a
b
le
I
o
T
d
e
v
ices
s
u
ch
as
wr
is
t
b
an
d
s
an
d
b
elts
ar
e
p
o
s
s
ib
le
to
co
n
tin
u
o
u
s
ly
m
o
n
ito
r
f
itn
ess
an
d
h
ea
lt
h
with
o
u
t
r
eq
u
ir
in
g
an
y
in
v
asiv
e
p
r
o
ce
d
u
r
es.
I
n
a
s
p
ec
if
ic
ty
p
e
o
f
wir
eless
s
e
n
s
o
r
n
etwo
r
k
,
m
ea
s
u
r
em
e
n
ts
f
r
o
m
s
ev
er
al
wea
r
ab
le
d
ev
i
ce
s
ar
e
co
n
tin
u
ally
tr
an
s
m
itted
to
a
m
aster
n
o
d
e
(
s
u
ch
a
s
m
ar
t
p
h
o
n
e
)
,
wh
ic
h
s
u
b
s
eq
u
en
tly
f
o
r
wa
r
d
s
th
e
in
f
o
r
m
atio
n
to
a
s
er
v
er
o
r
clo
u
d
-
b
ased
b
ac
k
en
d
f
o
r
ar
ch
iv
in
g
an
d
an
aly
s
is
[
8
]
.
T
o
id
en
tify
an
y
i
r
r
eg
u
lar
ities
in
h
ea
lth
,
m
ed
ical
p
r
o
f
ess
io
n
als
m
ig
h
t
ex
am
i
n
e
th
e
p
er
ce
iv
ed
h
ea
lth
in
f
o
r
m
atio
n
clo
s
ely
.
T
h
e
f
o
llo
wi
n
g
s
en
s
o
r
ty
p
es
a
r
e
f
r
eq
u
e
n
tly
u
s
ed
:
m
o
v
e
m
en
t
(
with
ac
ce
ler
o
m
eter
s
)
,
b
lo
o
d
p
r
ess
u
r
e,
E
lectr
o
ca
r
d
io
g
r
am
(
E
C
G)
,
b
o
d
y
tem
p
er
atu
r
e,
h
ea
r
t
r
ate,
Ox
y
m
eter
o
x
y
g
en
s
atu
r
atio
n
(
S
Po
2
)
,
an
d
E
lectr
o
e
n
ce
p
h
al
o
g
r
am
(
E
E
G)
,
p
u
ls
e
o
x
y
m
eter
[
9
]
.
I
n
d
aily
life
,
s
ec
u
r
ity
d
o
es
m
atter
.
A
h
i
g
h
q
u
ality
o
f
lif
e
is
en
s
u
r
ed
b
y
s
m
ar
t
h
o
m
e
au
to
m
atio
n
s
y
s
tem
s
s
in
ce
th
ey
m
o
n
ito
r
an
d
co
n
tr
o
l
th
e
h
o
m
e
en
v
ir
o
n
m
e
n
t.
I
n
o
r
d
er
t
o
p
r
o
v
id
e
lo
ca
liz
ed
o
r
r
e
m
o
te
h
o
m
e
co
n
tr
o
l
an
d
e
n
ab
le
co
m
m
u
n
ic
atio
n
,
au
to
m
atio
n
,
ap
p
lian
ce
s
an
d
o
th
er
d
ev
ices
ar
e
n
etwo
r
k
ed
with
I
o
T
h
o
m
e
h
ar
d
war
e
tech
n
o
lo
g
ies
s
u
ch
as
s
en
s
o
r
s
an
d
ac
tu
ato
r
s
[
1
0
]
.
T
h
is
m
ak
es
th
e
h
o
m
e
i
n
tellig
en
t
b
y
p
r
o
v
i
d
in
g
s
er
v
ices
th
at
r
eq
u
i
r
e
litt
le
to
h
u
m
an
ac
tiv
ity
o
r
in
p
u
t.
A
h
o
m
e'
s
tem
p
er
atu
r
e,
h
u
m
id
ity
,
a
p
p
lian
ce
c
o
n
tr
o
l,
as
m
o
v
em
en
t
d
etec
tio
n
an
d
m
o
n
ito
r
in
g
o
f
wate
r
,
elec
tr
icity
co
n
s
u
m
p
tio
n
,
m
ay
all
b
e
d
o
n
e
with
s
en
s
o
r
s
[
1
1
]
.
Simp
le
an
d
ef
f
icien
t
d
e
v
ice
-
to
-
h
o
m
e
co
n
n
ec
tiv
ity
,
r
e
d
u
ce
d
s
e
r
v
er
f
ailu
r
e
d
ata
lo
s
s
r
is
k
,
d
ata
s
to
r
ag
e,
o
n
e
o
f
th
e
ad
v
an
tag
es
o
f
u
s
in
g
clo
u
d
co
m
p
u
tin
g
f
o
r
h
o
m
e
au
t
o
m
atio
n
s
y
s
tem
s
is
th
e
ab
ilit
y
t
o
au
to
m
ate
r
o
u
tin
e
s
er
v
ices [
1
2
]
.
Un
au
th
o
r
ized
ac
ce
s
s
b
y
s
tr
an
g
er
s
is
o
n
e
o
f
th
e
m
ai
n
ca
u
s
es
o
f
s
ec
u
r
ity
co
m
p
r
o
m
is
e.
T
h
e
t
r
ad
itio
n
al
d
o
o
r
s
ec
u
r
ity
m
ec
h
an
is
m
s
m
a
d
e
u
s
e
o
f
lo
ck
s
,
c
h
ain
s
,
a
n
d
k
ey
s
.
B
u
t
it'
s
ea
s
y
to
r
em
o
v
e
th
e
lo
ck
s
[
1
3
]
.
T
h
er
e
ar
e
ca
s
es
wh
en
u
s
in
g
k
ey
s
to
u
n
lo
ck
d
o
o
r
s
is
in
ef
f
ec
tiv
e
b
e
ca
u
s
e
th
ey
co
u
ld
b
e
u
s
ed
b
y
t
h
e
in
co
r
r
ec
t
p
e
r
s
o
n
,
s
to
len
,
o
r
co
p
ie
d
.
Acc
u
r
atel
y
id
en
tify
in
g
th
e
in
d
iv
id
u
als
r
eq
u
esti
n
g
to
en
ter
th
e
d
o
o
r
is
th
e
m
o
s
t
im
p
o
r
tan
t
co
m
p
o
n
en
t
o
f
an
y
d
o
o
r
s
ec
u
r
ity
s
y
s
tem
,
y
et
u
n
i
-
m
o
d
al
s
o
lu
tio
n
s
f
ail
o
f
th
at
s
tan
d
ar
d
.
B
ec
au
s
e
f
ac
e
r
ec
o
g
n
itio
n
s
y
s
tem
s
ca
n
m
ea
s
u
r
e
f
ac
ial
p
o
in
ts
an
d
id
e
n
tify
a
p
er
s
o
n
'
s
id
en
ti
ty
in
an
u
n
o
b
tr
u
s
iv
e
way
,
th
ey
ar
e
wid
ely
u
ti
lized
f
o
r
h
u
m
an
i
d
e
n
tific
atio
n
.
Face
r
ec
o
g
n
itio
n
t
ec
h
n
o
lo
g
ies
ar
e
u
s
ef
u
l
f
o
r
m
o
n
ito
r
in
g
p
e
o
p
le
at
h
o
m
e,
at
wo
r
k
,
a
n
d
o
n
ca
m
p
u
s
es.
I
n
J
o
s
e
et
a
l.
[
1
4
]
,
th
e
y
s
u
g
g
est
a
two
-
s
tag
e
s
m
ar
t
h
o
m
e
v
er
if
icatio
n
p
r
o
ce
s
s
th
at
a
u
th
e
n
ticates
th
e
u
s
er
d
ev
ice
t
h
e
p
e
r
s
o
n
ac
ce
s
s
in
g
th
e
h
o
m
e
o
n
lin
e
u
s
in
g
d
ev
ice
f
in
g
er
p
r
i
n
ts
an
d
lo
g
in
cr
ed
en
tials
.
Dev
ice
f
in
g
er
p
r
in
tin
g
m
eth
o
d
o
lo
g
y
t
ak
es
in
to
c
o
n
s
id
er
atio
n
th
e
d
ev
ice'
s
lo
ca
tio
n
wh
en
d
eter
m
i
n
in
g
its
f
i
n
g
er
p
r
in
t,
wh
ich
s
ets
it
ap
ar
t
f
r
o
m
all
p
r
ev
io
u
s
m
et
h
o
d
s
.
T
h
ey
u
s
ed
J
av
aScr
ip
t,
Flas
h
,
an
d
Geo
lo
ca
tio
n
in
d
ev
ice
id
en
tific
atio
n
ex
p
er
im
en
t,
a
n
d
th
ey
wer
e
ab
le
to
s
u
cc
ess
f
u
lly
id
en
tify
9
7
.
9
3
%
o
f
th
e
d
ev
ices
th
at
v
is
ited
web
p
ag
e.
In
J
ab
b
ar
[
1
5
]
,
th
e
y
d
em
o
n
s
tr
ate
a
co
s
t
-
ef
f
ec
tiv
e,
lap
to
p
-
b
a
s
ed
,
h
y
b
r
id
(
lo
ca
l
an
d
r
em
o
te)
in
ter
n
et
o
f
th
in
g
s
(
I
o
T
)
h
o
m
e
au
t
o
m
atio
n
s
y
s
tem
with
an
ac
ce
s
s
ib
le
u
s
er
in
ter
f
ac
e.
W
ith
an
alg
o
r
ith
m
,
a
p
r
o
t
o
ty
p
e
k
n
o
wn
as
I
o
T
@
Ho
Me
was
b
ein
g
cr
ea
ted
to
allo
w
f
o
r
au
to
m
ated
o
p
er
atio
n
o
f
h
o
m
e
ap
p
lian
ce
s
th
r
o
u
g
h
th
e
I
n
ter
n
et,
an
y
wh
e
r
e
at
an
y
ti
m
e,
an
d
to
en
a
b
le
co
n
d
itio
n
m
o
n
ito
r
in
g
o
f
t
h
e
h
o
m
e.
I
n
o
r
d
er
to
lin
k
s
ev
e
r
al
s
en
s
o
r
s
an
d
u
p
d
ate
th
ei
r
d
ata
to
th
e
Ad
a
f
r
u
it
I
O
(
I
O
s
tan
d
s
f
o
r
i
n
te
r
n
et
o
f
th
i
n
g
s
)
clo
u
d
s
er
v
er
,
th
is
s
y
s
tem
m
ak
es u
s
e
o
f
a
No
d
e
m
icr
o
co
n
tr
o
ller
u
n
it (
No
d
eM
C
U)
ac
tin
g
as a
W
i
-
Fi
-
b
ased
g
atew
ay
.
Fo
r
o
wn
er
s
o
f
s
m
ar
t
h
o
m
es
(
SHs
)
,
I
o
T
@
Ho
Me
is
a
lo
w
-
co
s
t,
r
eliab
le
au
to
m
atio
n
s
y
s
tem
th
at
m
ay
s
ig
n
if
ican
tly
im
p
r
o
v
e
co
n
v
en
ie
n
ce
,
s
e
cu
r
ity
,
a
n
d
s
af
ety
wh
ile
co
n
s
u
m
in
g
less
en
er
g
y
.
In
T
ay
et
a
l.
[
1
6
]
,
th
e
weig
h
te
d
co
n
s
tr
ain
t
s
atis
f
ac
tio
n
p
r
o
b
lem
(
C
SP
)
i
s
th
e
s
tu
d
y
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20
25
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1
6
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1626
d
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tr
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tellig
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In
Qay
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u
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et
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l.
[
1
7
]
,
th
ey
o
f
f
er
a
s
o
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tio
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t
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T
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s
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a
p
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to
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ltaic
(
PV)
p
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as
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p
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p
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p
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ain
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r
elate
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to
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r
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en
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y
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eq
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ir
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t,
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d
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Simu
lati
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lts
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at
p
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p
p
lian
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ch
ed
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lin
g
m
eth
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d
is
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s
ef
u
l.
In
Pal
et
a
l.
[
1
8
]
an
em
p
ir
ic
al
th
eo
r
etica
l
f
r
am
ewo
r
k
is
cr
ea
ted
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ld
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o
f
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m
ar
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h
o
m
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h
ea
lth
ca
r
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s
er
v
ices.
C
o
n
ce
p
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p
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s
wer
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m
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8
1
.
4
%
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th
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t
ex
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p
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io
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h
ea
v
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im
p
ac
ted
b
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th
ese
f
o
u
r
f
ac
to
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s
:
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d
co
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t,
p
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c
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tr
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t,
ex
p
e
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t
ad
v
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a
n
d
p
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ce
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d
tr
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s
t.
In
Yass
in
e
et
a
l.
[
1
9
]
,
th
is
r
esea
r
ch
p
r
o
v
id
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a
m
eth
o
d
o
lo
g
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u
m
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a
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p
atter
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s
f
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h
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lth
ca
r
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a
p
p
licatio
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s
u
s
in
g
lar
g
e
d
ata
f
r
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m
s
m
ar
t
h
o
m
es.
T
h
e
ap
p
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h
th
ey
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eq
u
ir
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u
s
in
g
clu
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ter
a
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aly
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is
,
p
r
ed
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,
an
d
f
r
eq
u
en
t
p
atter
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m
in
in
g
to
m
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d
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r
.
Sm
ar
t
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ata
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r
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in
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in
a
2
4
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/
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wit
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lts
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m
ain
tain
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b
etwe
en
m
i
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in
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ex
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cises
.
T
h
is
r
esear
ch
p
r
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th
e
r
esu
lts
o
f
d
eter
m
in
i
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h
u
m
an
ac
tiv
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p
atter
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s
f
r
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m
ap
p
lian
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u
s
a
g
e,
in
clu
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in
g
th
e
ac
cu
r
a
cy
o
f
b
o
t
h
s
h
o
r
t a
n
d
lo
n
g
-
ter
m
p
r
ed
icti
o
n
s
.
Ku
m
ar
et
a
l.
[
2
0
]
p
r
esen
ts
a
s
af
e
an
d
lig
h
tweig
h
t ses
s
io
n
k
ey
s
etu
p
tech
n
iq
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e
was d
esig
n
ed
f
o
r
s
m
ar
t
h
o
m
e
en
v
ir
o
n
m
en
ts
.
E
v
er
y
s
en
s
o
r
an
d
c
o
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tr
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l
u
n
it
p
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ce
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k
.
I
m
p
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tan
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s
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ity
f
ea
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th
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g
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ap
p
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p
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s
t
a
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m
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f
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k
n
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wn
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k
s
,
in
clu
d
in
g
ea
v
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r
o
p
p
in
g
an
d
d
en
ial
-
of
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s
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v
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attac
k
s
.
T
h
e
p
r
o
o
f
-
of
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co
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c
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t
im
p
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tatio
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p
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v
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p
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f
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th
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p
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in
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ev
alu
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n
an
d
f
ea
s
ib
ilit
y
test
s
.
In
Alelaiwi
[
2
1
]
p
ap
e
r
,
t
h
is
r
esear
ch
p
r
o
p
o
s
es
a
m
u
lti
m
o
d
al
in
p
u
t
s
y
s
tem
f
o
r
e
v
alu
atin
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u
s
er
s
atis
f
ac
tio
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th
at
co
m
b
in
es
s
p
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ch
an
d
f
ac
e
im
ag
e
d
ata.
T
h
e
m
u
ltimo
d
al
i
n
p
u
ts
ar
e
s
u
b
s
eq
u
en
tly
s
en
t
to
th
e
clo
u
d
th
r
o
u
g
h
th
is
s
m
ar
t
h
ea
l
th
ca
r
e
s
y
s
tem
.
Fo
llo
win
g
p
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s
s
in
g
,
f
u
lly
s
atis
f
ied
an
d
u
n
s
atis
f
ied
in
p
u
ts
ar
e
th
e
two
ca
teg
o
r
ies.
T
h
e
d
if
f
e
r
en
t
p
ar
ties
in
v
o
lv
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in
th
e
s
m
ar
t
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lth
ca
r
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m
e
n
t
is
th
en
g
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ac
ce
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s
to
t
h
e
r
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lts
.
Du
r
in
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clo
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p
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s
s
in
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,
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u
m
er
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s
s
p
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ch
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d
im
ag
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f
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r
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ar
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d
.
Ad
d
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ally
,
f
o
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p
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im
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ch
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ac
ter
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r
esp
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d
ir
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d
a
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escr
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to
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s
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.
Af
ter
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at
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,
a
m
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tim
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s
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is
g
e
n
er
ated
a
n
d
tr
an
s
m
itted
to
a
class
if
ier
th
r
o
u
g
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a
s
u
p
p
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r
t v
ec
t
o
r
m
ac
h
in
e.
T
h
e
a
cc
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r
ac
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o
f
s
u
g
g
ested
a
p
p
r
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ac
h
in
d
etec
tin
g
s
atis
f
ac
tio
n
is
9
3
%.
In
Alk
h
o
m
s
an
et
a
l.
[
2
2
]
en
h
an
ce
to
th
e
liv
in
g
c
o
n
d
itio
n
s
f
o
r
s
en
io
r
s
in
am
b
ien
t
ass
i
s
ted
liv
in
g
(
AAL
)
,
an
o
v
er
v
iew
o
f
th
e
s
tu
d
y
r
esu
lts
in
m
u
ltimo
d
al
d
at
a
an
aly
s
is
is
g
iv
en
in
th
is
p
ap
er
.
Ad
d
itio
n
ally
,
it
aim
s
to
im
p
r
o
v
e
co
m
p
lex
ev
en
t
p
r
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ce
s
s
in
g
ef
f
icien
cy
f
o
r
s
itu
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n
al
awa
r
en
ess
in
r
ea
l
tim
e.
T
h
er
ef
o
r
e,
u
tili
zin
g
d
ec
is
io
n
-
tr
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an
d
ass
o
ciati
o
n
an
aly
s
is
m
eth
o
d
s
,
th
i
s
r
esear
ch
ex
am
in
es
m
u
ltimo
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f
o
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r
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co
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tio
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f
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s
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n
ar
io
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.
T
h
ey
c
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s
id
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ly
ac
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g
n
itio
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AAL
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m
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t
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s
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ested
m
eth
o
d
o
l
o
g
y
.
T
ao
et
a
l.
[
2
3
]
f
ir
s
t
ex
am
i
n
e
s
ec
u
r
ity
an
d
p
r
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ac
y
is
s
u
es
r
elate
d
to
t
h
e
co
llectio
n
an
d
tr
an
s
f
er
o
f
h
ea
lth
ca
r
e
d
ata.
T
h
en
,
i
n
o
r
d
e
r
to
ad
d
r
ess
s
ec
u
r
ity
is
s
u
es,
t
ac
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to
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m
en
tio
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a
b
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t
h
ey
s
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g
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est
Secu
r
eDa
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o
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ased
h
e
alth
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r
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y
s
tem
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ec
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e
m
eth
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o
f
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o
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d
ata.
T
h
e
f
o
u
r
lay
e
r
s
o
f
th
e
Secu
r
eDa
ta
s
y
s
tem
ar
e:
1
)
f
o
g
lay
er
s
;
2
)
clo
u
d
co
m
p
u
tin
g
lay
er
;
3
)
I
o
T
n
etwo
r
k
s
en
s
o
r
s
/d
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ices;
an
d
4
)
h
ea
lth
ca
r
e
p
r
o
v
id
er
lay
er
.
F
ield
p
r
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g
r
am
m
ab
le
g
ate
ar
r
ay
(
FP
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s
im
u
latio
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ar
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u
s
ed
to
v
alid
ate
Secu
r
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ta's
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er
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m
an
ce
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ter
m
s
o
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t
h
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m
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d
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ith
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m
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h
en
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to
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s
ec
u
r
ity
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u
es
in
I
o
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ased
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lth
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o
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th
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ca
n
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e
ef
f
ec
tiv
e.
In
I
s
lam
an
d
B
h
u
i
y
an
[
2
4
]
,
th
ey
o
f
f
e
r
an
in
te
g
r
ated
f
r
am
ewo
r
k
f
o
r
g
r
ee
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h
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lth
ca
r
e
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d
an
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ter
ac
tiv
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s
er
in
ter
f
ac
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wit
h
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ttin
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-
ed
g
e
tech
n
o
lo
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ies.
Scalab
ilit
y
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d
p
er
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m
an
ce
r
atio
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f
th
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s
y
s
tem
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av
e
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ee
n
en
s
u
r
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d
.
W
ea
r
ab
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s
en
s
o
r
s
allo
w
p
atien
ts
to
tr
an
s
m
it
h
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lth
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r
e
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ata,
wh
ic
h
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r
ec
eiv
ed
in
r
ea
l
tim
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b
y
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o
cto
r
s
th
r
o
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g
h
th
i
s
s
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tem
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ter
f
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e
th
at
h
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ee
n
d
ev
elo
p
ed
s
p
ec
if
ically
f
o
r
co
m
m
u
n
icatio
n
b
etwe
en
p
atien
ts
an
d
d
o
cto
r
s
.
T
h
ey
d
ev
el
o
p
ed
an
a
p
p
r
o
a
ch
to
im
p
r
o
v
e
ev
e
r
y
o
n
e'
s
in
t
er
ac
tiv
e
h
ea
lth
ca
r
e
ex
p
er
ien
ce
b
y
u
s
in
g
Hier
ar
ch
ical
clu
s
ter
in
g
alg
o
r
ith
m
s
f
o
r
d
ata
id
en
tific
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n
a
n
d
an
al
y
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is
.
In
E
lay
an
et
a
l.
[
2
5
]
u
s
in
g
th
e
d
ig
ital
t
win
(
DT
)
co
n
ce
p
t,
t
h
e
p
a
p
er
s
u
g
g
ests
an
d
d
e
v
elo
p
s
a
n
in
tellig
en
t,
co
n
tex
t
-
awa
r
e
h
ea
lth
ca
r
e
s
y
s
tem
.
T
h
is
f
r
am
e
wo
r
k
h
elp
s
to
en
h
an
ce
h
ea
lt
h
c
ar
e
o
p
er
at
io
n
s
an
d
co
n
tr
ib
u
te
p
o
s
itiv
ely
to
d
ig
ital
h
ea
lth
ca
r
e.
T
h
e
b
u
ilt
m
o
d
el
s
ac
cu
r
ately
p
r
ed
icted
a
s
p
ec
if
ic
h
ea
r
t
s
tate
u
s
in
g
m
u
ltip
le
tech
n
iq
u
es.
I
m
p
lem
en
tin
g
an
E
C
G
class
if
i
e
r
to
d
etec
t
h
ea
r
t
p
r
o
b
lem
s
ar
e
p
r
o
v
i
d
es
th
e
in
s
p
ir
atio
n
f
o
r
in
teg
r
atin
g
ar
tific
ial
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
d
o
n
esian
J
E
lec
E
n
g
&
C
o
m
p
Sci
I
SS
N:
2502
-
4
7
5
2
I
n
tern
et
o
f th
in
g
s
b
a
s
ed
a
u
t
o
n
o
mo
u
s
r
o
b
o
t sys
tem
a
r
ch
itectu
r
e
…
(
B
h
imu
n
ip
a
d
u
J
esta
d
i J
o
b
K
a
r
u
n
a
S
a
g
a
r
)
1627
in
tellig
en
ce
,
m
ac
h
in
e
lear
n
in
g
,
an
d
o
th
e
r
b
o
d
y
v
ar
iab
les
with
h
u
m
a
n
b
o
d
y
ch
ar
ac
te
r
is
tics
allo
ws
f
o
r
ab
n
o
r
m
al
id
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n
tific
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an
d
c
o
n
tin
u
o
u
s
m
o
n
ito
r
in
g
.
Fin
ally
,
it
co
m
es
to
h
an
d
lin
g
E
C
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ata,
n
eu
r
al
-
n
etwo
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k
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b
ased
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o
r
ith
m
s
o
u
tp
er
f
o
r
m
t
r
ad
itio
n
al
m
ac
h
i
n
e
lear
n
in
g
m
eth
o
d
s
.
T
h
is
p
ap
er
p
r
esen
ts
,
in
ter
n
et
o
f
th
in
g
s
b
ased
au
to
n
o
m
o
u
s
r
o
b
o
t
s
y
s
tem
ar
ch
itectu
r
e
(
I
o
T
-
AR
SA)
th
e
h
o
m
e
au
t
o
m
atio
n
a
n
d
h
ea
lth
c
ar
e
s
er
v
ices
.
T
h
er
ef
o
r
e,
h
o
m
e
au
to
m
atio
n
i
n
ad
d
itio
n
with
Hea
lth
ca
r
e
s
er
v
ice
s
y
s
tem
is
d
ev
elo
p
ed
.
Ox
y
g
en
lev
el
s
en
s
o
r
,
B
lo
o
d
p
r
ess
u
r
e
s
en
s
o
r
,
tem
p
er
atu
r
e
an
d
p
u
ls
e
s
en
s
o
r
s
ar
e
u
s
ed
to
ev
alu
ate
a
p
atien
t'
s
h
ea
lth
.
Ul
tr
aso
n
ic
s
en
s
o
r
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n
d
f
ac
e
d
etec
tio
n
m
o
d
u
le
a
r
e
u
s
ed
f
o
r
h
o
m
e
au
to
m
at
io
n
.
T
h
e
p
r
im
ar
y
g
o
al
o
f
t
h
is
h
o
u
s
e
a
u
to
m
atio
n
with
s
af
ety
is
to
h
el
p
th
e
eld
er
ly
an
d
d
is
ab
led
p
eo
p
l
e
b
y
allo
win
g
th
em
to
o
p
e
r
ate
h
o
m
e
a
p
p
lian
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s
.
Ad
d
itio
n
ally
,
t
h
is
s
y
s
tem
p
r
e
d
icts
th
e
h
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lth
co
n
d
itio
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s
o
f
p
atien
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l
y
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p
le,
a
n
d
p
r
o
v
id
es in
f
o
r
m
at
i
o
n
to
a
g
u
ar
d
ian
th
r
o
u
g
h
a
clo
u
d
s
er
v
er
.
Fo
llo
win
g
is
th
e
o
r
g
an
izatio
n
o
f
th
e
r
em
ain
in
g
p
ap
er
:
I
n
s
ec
tio
n
2
d
escr
ib
ed
(
I
o
T
-
AR
SA)
th
e
h
o
m
e
au
to
m
atio
n
an
d
h
ea
lth
ca
r
e
s
er
v
ice
s
,
in
s
ec
tio
n
3
r
esu
lts
an
d
d
is
cu
s
s
io
n
s
ar
e
p
r
esen
ted
,
an
d
th
e
p
ap
er
is
f
in
ally
co
n
c
lu
d
e
d
in
s
ec
tio
n
4
.
2.
I
O
T
B
A
S
E
D
A
U
T
O
N
O
M
O
U
S
R
O
B
O
T
S
Y
S
T
E
M
A
R
C
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E
C
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F
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R
H
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E
A
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A
T
I
O
N
A
N
D
H
E
A
L
T
H
C
A
R
E
S
E
R
V
I
C
E
S
T
h
e
b
lo
ck
d
iag
r
am
o
f
I
o
T
s
b
ased
au
to
n
o
m
o
u
s
r
o
b
o
t
s
y
s
tem
ar
ch
itectu
r
e
f
o
r
h
o
m
e
au
to
m
atio
n
an
d
h
ea
lth
ca
r
e
s
er
v
ices
is
r
ep
r
esen
ted
in
Fig
u
r
e
1
.
Usi
n
g
s
en
s
o
r
s
attac
h
ed
to
th
e
p
atien
t'
s
b
o
d
y
,
an
I
o
T
-
AR
SA
g
ath
er
s
th
e
p
atien
t'
s
tem
p
er
at
u
r
e,
b
lo
o
d
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ess
u
r
e,
o
x
y
g
e
n
lev
el,
an
d
p
u
ls
e
r
ate.
T
h
e
p
ati
en
t
will
b
e
clo
s
ely
m
o
n
ito
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ed
b
y
th
e
g
u
ar
d
ian
o
r
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o
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r
,
th
e
y
will m
o
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ate
th
em
to
s
tay
at
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m
e
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d
m
o
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ito
r
,
co
m
m
u
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icate
with
th
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h
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lth
d
ir
ec
tly
.
T
o
co
l
lect
d
ata
in
r
ea
l
tim
e,
th
e
p
atien
t
m
ain
tain
s
all
o
f
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e
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en
s
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s
,
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d
th
e
m
icr
o
co
n
tr
o
ller
p
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id
es
th
e
o
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s
er
v
ed
v
alu
es.
Su
g
g
ested
s
o
l
u
tio
n
u
s
es
an
in
f
r
ar
ed
r
ay
(
IR
)
in
a
f
ac
e
d
etec
t
io
n
m
o
d
u
le
t
o
d
etec
t
m
o
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n
in
f
r
o
n
t
o
f
th
e
d
o
o
r
.
T
h
is
m
o
tio
n
ca
u
s
es
a
ca
m
er
a
to
tak
e
a
n
i
m
ag
e,
wh
ich
is
th
en
s
en
t
to
th
e
o
w
n
er
b
y
teleg
r
a
m
.
T
h
e
d
o
o
r
will
au
t
o
m
atica
lly
o
p
en
i
f
th
e
v
is
ito
r
im
ag
e
d
ata
is
s
to
r
ed
in
th
e
d
atab
ase; if
n
o
t,
th
e
o
wn
er
r
ec
eiv
es th
e
in
tr
u
d
er
im
ag
e
a
n
d
c
h
o
o
s
es wh
eth
er
o
r
n
o
t t
o
p
r
o
v
i
d
e
ac
ce
s
s
.
Fig
u
r
e
1
.
B
lo
ck
d
iag
r
am
o
f
Io
T
b
ased
au
to
n
o
m
o
u
s
r
o
b
o
t sy
s
tem
ar
ch
itectu
r
e
f
o
r
h
o
m
e
au
t
o
m
atio
n
an
d
h
ea
lth
ca
r
e
s
er
v
ice
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
5
0
2
-
4
7
5
2
I
n
d
o
n
esian
J
E
lec
E
n
g
&
C
o
m
p
Sci
,
Vo
l.
38
,
No
.
3
,
J
u
n
e
20
25
:
1
6
2
4
-
1
6
3
3
1628
T
h
e
I
o
T
-
AR
SA
s
y
s
tem
u
s
es
an
u
ltra
s
o
n
ic
s
en
s
o
r
p
lace
d
in
s
id
e
th
e
r
o
o
m
to
o
p
er
ate
elec
tr
ical
h
o
m
e
ap
p
lian
ce
s
,
in
clu
d
in
g
t
h
e
f
a
n
an
d
lig
h
ts
.
T
h
is
s
en
s
o
r
ca
p
t
u
r
es
th
e
m
o
v
e
m
en
t
o
f
p
er
s
o
n
.
W
h
en
ev
er
th
e
p
er
s
o
n
en
ter
ed
in
to
th
e
r
o
o
m
,
th
e
f
a
n
an
d
lig
h
t
ar
e
ON
au
to
m
atic
ally
.
I
f
th
e
p
er
s
o
n
leav
es
th
e
r
o
o
m
,
th
e
n
f
an
an
d
lig
h
t a
r
e
OFF.
T
h
is
au
to
m
atio
n
m
ak
es a
lo
t o
f
h
elp
to
E
ld
er
l
y
p
eo
p
le
o
r
p
h
y
s
ically
h
a
n
d
ica
p
p
ed
p
eo
p
le.
Data
g
en
er
ated
f
r
o
m
s
en
s
o
r
s
ar
e
s
to
r
ed
in
a
clo
u
d
s
er
v
e
r
d
atab
ase.
All
o
f
th
e
d
ata
f
r
o
m
th
is
co
n
tr
o
ller
is
g
ath
er
ed
b
y
an
I
o
T
p
latf
o
r
m
(
B
ly
n
k
)
,
w
h
ich
s
h
o
ws
it
to
th
e
d
o
cto
r
o
r
Gu
ar
d
ian
.
E
SP
3
2
(
E
s
p
r
ess
if
3
2
)
d
ata
tr
a
n
s
f
er
to
th
e
B
ly
n
k
ap
p
licatio
n
is
m
ad
e
p
o
s
s
ib
le
b
y
I
OT
.
E
SP
3
2
r
ec
e
iv
es
th
e
d
ata
f
r
o
m
B
ly
n
k
clo
u
d
an
d
s
ets
h
ar
d
w
ar
e
to
co
m
p
ar
e
it
with
c
u
r
r
en
t
v
alu
es
ar
o
u
n
d
th
e
p
atie
n
t.
B
ly
n
k
u
s
es
an
ap
p
licatio
n
p
r
o
g
r
am
m
i
n
g
in
te
r
f
ac
e
(
API
)
to
tr
an
s
f
er
th
e
d
at
a
to
th
e
B
ly
n
k
clo
u
d
af
ter
a
l
ev
el
is
d
eter
m
in
ed
u
s
in
g
th
e
s
lid
er
.
T
h
e
E
SP
3
2
s
en
d
s
an
em
ail
o
r
SMS to
th
e
G
u
ar
d
ian
/d
o
cto
r
.
T
h
ese
d
ay
s
,
I
o
T
is
th
e
m
o
s
t p
r
ev
alen
t a
n
d
wid
ely
u
s
ed
ap
p
li
ca
tio
n
f
o
r
th
e
R
asp
b
er
r
y
Pi.
Data
s
to
r
ag
e
is
d
o
n
e
o
n
ce
it
h
as
b
ee
n
co
n
v
er
ted
.
T
h
e
clo
u
d
s
er
v
e
r
is
r
ec
eiv
in
g
th
e
d
ata.
Usi
n
g
an
ad
v
a
n
ce
d
R
I
SC
m
ac
h
in
e
(
AR
M
)
p
r
o
ce
s
s
o
r
an
d
a
cu
s
to
m
ized
v
er
s
io
n
o
f
L
i
n
u
x
/An
d
r
o
id
,
th
e
R
asp
b
er
r
y
Pi
is
a
s
m
all
s
in
g
le
-
b
o
ar
d
co
m
p
u
ter
.
T
h
is
s
m
all
d
ev
ice'
s
f
u
n
ctio
n
ality
is
im
p
r
o
v
ed
b
y
h
av
in
g
L
in
u
x
o
n
b
o
ar
d
,
allo
win
g
it
to
b
e
u
s
ed
f
o
r
s
y
s
tem
au
to
m
atio
n
.
I
t
f
ea
tu
r
e
s
an
in
teg
r
ated
d
is
p
lay
an
d
lo
ca
l
ar
ea
n
etwo
r
k
(
L
AN
)
p
o
r
t
f
o
r
co
n
n
ec
tiv
ity
,
it
ca
n
f
u
n
ctio
n
with
s
en
s
o
r
s
an
d
o
th
er
d
e
v
ices.
T
h
e
f
ac
t th
at
it i
s
Py
th
o
n
-
p
r
o
g
r
am
m
ab
le
is
an
ad
d
itio
n
al
b
e
n
ef
it.
Un
iv
er
s
al
Ser
ial
B
u
s
-
C
(
A
USB
-
C
)
co
n
n
ec
to
r
ca
n
also
b
e
u
s
ed
f
o
r
p
r
o
v
id
in
g
to
th
e
R
asp
b
er
r
y
Pi
4
wh
en
p
air
ed
with
th
e
ap
p
r
o
p
r
iate
p
o
wer
s
u
p
p
ly
u
n
it
(
PS
U
)
,
wh
ich
allo
ws f
o
r
th
e
co
n
n
ec
ti
o
n
o
f
ex
tr
a
p
o
wer
to
d
o
wn
s
tr
ea
m
p
er
ip
h
e
r
als.
Ho
wev
er
,
u
n
lik
e
o
th
e
r
s
m
all
co
m
p
u
ter
s
in
its
c
lass
,
th
e
Pi
ca
n
o
n
ly
r
u
n
o
n
5
v
o
lts
as
o
p
p
o
s
ed
to
9
o
r
1
2
.
A
d
esig
n
is
s
u
e
in
th
e
f
ir
s
t
R
asp
b
er
r
y
Pi
4
b
o
ar
d
ca
u
s
ed
th
ir
d
-
p
a
r
ty
e
-
m
a
r
k
ed
USB
co
n
n
ec
tio
n
s
,
lik
e
th
o
s
e
s
ee
n
o
n
Ma
cBo
o
k
s
,
to
in
c
o
r
r
ec
tly
r
e
co
g
n
ize
it
an
d
r
ef
u
s
e
to
s
u
p
p
ly
p
o
wer
.
1
1
o
f
t
h
e
1
4
ca
b
les
th
at
T
o
m
'
s
Har
d
war
e
ex
am
in
ed
s
u
cc
ess
f
u
lly
p
o
wer
ed
th
e
Pi
an
d
tu
r
n
ed
it
o
n
.
Fo
r
th
e
Pi
4
B
,
th
e
m
an
u
f
ac
tu
r
er
is
cu
r
r
e
n
tly
u
s
in
g
th
is
ch
ip
.
W
r
ap
p
ed
ar
o
u
n
d
th
e
ar
m
,
th
e
B
P
s
en
s
o
r
p
r
o
v
id
es
th
e
m
icr
o
co
n
tr
o
ller
with
th
r
ee
d
is
ti
n
ct
v
alu
es
o
r
d
ata.
T
h
e
R
asp
b
er
r
y
Pi
is
p
r
o
v
id
ed
with
th
ese
v
alu
es,
wh
ic
h
ar
e
d
iv
id
e
d
in
t
o
th
r
ee
ca
teg
o
r
ies:
s
y
s
to
lic,
p
u
ls
e
r
ate,
an
d
d
iast
o
lic.
T
h
e
b
o
ar
d
-
m
o
u
n
t
b
lo
o
d
p
r
ess
u
r
e
s
en
s
o
r
,
d
esig
n
ated
B
P0
0
0
1
,
with
a
p
r
ess
u
r
e
r
an
g
e
o
f
0
–
3
0
0
m
g
.
d
ig
ital
n
o
n
-
c
o
n
t
ac
t
in
f
r
a
r
ed
th
er
m
o
m
eter
(
ML
X9
0
6
1
4
Me
le
x
is
)
n
o
n
-
c
o
n
tact
tem
p
er
atu
r
e
s
en
s
o
r
b
y
p
u
ttin
g
it
in
clo
s
e
b
y
to
th
e
b
o
d
y
,
it
d
o
esn
'
t
n
ee
d
to
m
ak
e
d
ir
ec
t
co
n
tact
with
p
atien
ts
to
tak
e
th
eir
b
o
d
y
tem
p
er
atu
r
es.
Hig
h
ac
cu
r
ac
y
an
d
r
eso
lu
tio
n
o
f
th
e
th
e
r
m
o
m
eter
ar
e
ac
h
i
ev
ed
b
y
th
e
in
t
eg
r
atio
n
o
f
a
s
tr
o
n
g
d
ig
ital
s
ig
n
al
p
r
o
ce
s
s
in
g
(
DSP
)
u
n
it,
lo
w
n
o
is
e
am
p
lifie
r
,
a
n
d
1
7
-
b
it
a
n
alo
g
to
d
ig
ital
co
n
v
er
ter
(
ADC
)
in
th
e
ML
X9
0
6
1
4
.
T
h
e
f
r
e
q
u
en
c
y
o
f
a
h
ea
r
t
b
ea
t
i
s
k
n
o
wn
as
h
ea
r
t
r
ate,
o
r
p
u
ls
e
r
ate,
an
d
is
ex
p
r
ess
ed
as
th
e
n
u
m
b
er
o
f
h
ea
r
t
p
er
m
in
u
te
(
b
e
ats
p
er
m
in
u
te
o
r
b
p
m
.
W
h
en
m
o
n
it
o
r
in
g
o
x
y
g
e
n
s
atu
r
atio
n
d
ir
ec
tly
th
r
o
u
g
h
a
b
lo
o
d
s
am
p
le,
a
p
u
ls
e
o
x
y
m
eter
is
a
m
ed
ical
d
ev
ice
th
at
ex
am
in
es
ch
an
g
es
in
b
lo
o
d
v
o
lu
m
e
in
th
e
s
k
in
to
in
d
ir
ec
tly
m
o
n
ito
r
a
p
atien
t'
s
b
lo
o
d
o
x
y
g
en
s
atu
r
atio
n
.
T
h
is
r
esu
lts
in
a
p
h
o
to
p
leth
y
s
m
o
g
r
a
m
t
h
at
ca
n
b
e
f
u
r
t
h
er
p
r
o
ce
s
s
ed
in
to
o
th
er
m
ea
s
u
r
e
m
en
ts
.
A
m
u
ltip
ar
am
ete
r
p
ati
en
t
m
o
n
ito
r
co
u
ld
in
cl
u
d
e
a
p
u
ls
e
o
x
im
eter
.
T
h
e
p
u
ls
e
r
ate
is
also
ty
p
ically
s
h
o
wn
o
n
m
o
n
ito
r
s
.
T
h
e
r
e
ar
e
also
b
atter
y
-
o
p
er
ated
,
p
o
r
ta
b
le
p
u
ls
e
o
x
im
eter
s
av
ailab
le
f
o
r
u
s
e
at
h
o
m
e
o
r
d
u
r
in
g
tr
a
n
s
p
o
r
tatio
n
f
o
r
b
lo
o
d
o
x
y
g
e
n
m
o
n
ito
r
in
g
.
T
h
is
r
esear
ch
m
ak
es
u
s
e
o
f
th
e
MA
X3
0
1
0
0
,
a
n
in
teg
r
ated
s
en
s
o
r
m
o
d
u
le
f
o
r
h
ea
r
t
r
ate
m
o
n
ito
r
in
g
an
d
p
u
ls
e
o
x
im
etr
y
.
T
o
d
etec
t
h
ea
r
t
-
r
ate
s
ig
n
als,
it
i
n
clu
d
es
two
liq
u
id
cr
y
s
tal
d
is
p
lay
(
L
E
Ds
)
,
a
p
h
o
t
o
d
etec
to
r
,
r
ed
u
ce
d
n
o
is
e
an
alo
g
s
ig
n
al
p
r
o
ce
s
s
in
g
,
an
d
o
p
tim
ized
o
p
ti
cs.
T
h
er
f
o
r
e
,
th
e
I
o
T
-
AR
SA
s
y
s
tem
co
n
tr
o
ls
elec
tr
ical
h
o
m
e
ap
p
lian
ce
s
as we
ll
as m
o
n
ito
r
in
g
th
e
Patien
t h
ea
lt
h
co
n
d
itio
n
u
s
in
g
s
en
s
o
r
s
ef
f
e
ctiv
ely
.
3.
RE
SU
L
T
A
NAL
YSI
S
T
h
is
p
ar
t
p
r
esen
ts
th
e
r
esu
lts
o
f
th
e
s
y
s
tem
'
s
r
ea
l
-
tim
e
im
p
lem
en
tatio
n
,
an
al
y
ze
s
th
e
r
esu
lts
,
m
ak
es
co
m
p
ar
is
o
n
s
b
etwe
en
th
e
s
u
g
g
est
ed
ap
p
r
o
ac
h
an
d
s
ev
er
al
o
th
er
ap
p
r
o
ac
h
es
alr
ea
d
y
in
u
s
e.
T
h
e
B
ly
n
k
ap
p
is
in
ten
d
ed
to
tr
ac
k
b
lo
o
d
p
r
ess
u
r
e,
b
o
d
y
tem
p
er
at
u
r
e,
p
u
ls
e
r
a
te,
an
d
o
x
y
g
en
lev
el.
I
n
an
em
er
g
en
cy
,
th
e
B
ly
n
k
p
r
o
g
r
a
m
ca
n
also
d
is
p
lay
t
h
e
p
atien
t
p
o
s
itio
n
in
th
e
m
o
m
en
t.
T
h
e
d
o
cto
r
r
ec
eiv
es
an
e
m
a
il
f
r
o
m
th
e
E
SP
3
2
.
W
ith
th
e
SIM
9
0
0
A
m
o
d
u
le
,
th
e
E
SP
3
2
ca
n
also
m
ak
e,
r
ec
eiv
e
m
ess
ag
es
an
d
s
en
d
m
ess
ag
es.
Fo
r
ex
p
er
im
en
tatio
n
r
esu
lts
ar
e
th
e
d
ata
g
ath
er
ed
in
an
I
o
T
-
AR
SA
s
y
s
tem
h
o
m
e
en
v
ir
o
n
m
en
t
f
o
r
2
4
h
o
u
r
s
f
r
o
m
o
n
e
eld
er
wo
m
a
n
.
T
h
is
eld
er
wo
m
an
is
eq
u
ip
p
ed
with
all
th
ese
s
en
s
o
r
s
an
d
h
o
m
e
is
au
to
m
ated
with
f
ac
e
d
etec
ted
m
o
d
u
le
an
d
u
ltra
s
o
n
ic
s
en
s
o
r
s
.
C
o
n
tin
u
o
u
s
h
ea
lth
m
o
n
ito
r
in
g
o
f
o
ld
lad
y
with
th
ese
s
en
s
o
r
s
ar
e
o
b
s
er
v
ed
as f
o
llo
ws:
T
h
e
co
n
s
eq
u
en
ce
s
o
f
th
e
h
ea
r
t
b
ea
t
s
en
s
o
r
ar
e
r
ep
r
esen
ted
i
n
Fig
u
r
e
2
.
Ad
u
lts
ty
p
ically
h
a
v
e
a
h
ea
r
t
r
ate
b
etwe
en
6
0
an
d
1
0
0
b
p
m
.
I
n
g
en
er
al,
a
lo
wer
,
v
er
y
s
till
p
u
ls
e
in
d
icate
s
b
etter
ca
r
d
io
v
ascu
lar
f
itn
ess
an
d
m
o
r
e
ef
f
icien
t
h
ea
r
t
wo
r
k
.
W
h
en
a
p
e
r
s
o
n
co
n
s
is
ten
tly
h
as
a
p
u
ls
e
r
ate
g
r
ea
ter
th
a
n
1
0
0
b
p
m
,
it
is
r
ef
e
r
r
ed
t
o
as
a
h
ig
h
p
u
ls
e,
o
r
tach
y
ca
r
d
i
a.
I
n
th
e
u
n
lik
ely
ev
e
n
t
if
a
p
er
s
o
n
'
s
p
u
ls
e
ex
i
s
ts
b
etwe
en
6
0
an
d
1
0
0
b
ea
ts
p
er
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
d
o
n
esian
J
E
lec
E
n
g
&
C
o
m
p
Sci
I
SS
N:
2502
-
4
7
5
2
I
n
tern
et
o
f th
in
g
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I
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3
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20
25
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1632
B
I
O
G
RAP
H
I
E
S O
F
AUTH
O
RS
Dr
.
B
him
un
ipa
du
J
esta
di
J
o
b
K
a
r
u
n
a
S
a
g
a
r
re
c
e
iv
e
d
M
.
C.
A
F
r
o
m
J.N.T
.
U.C.
E.
A,
An
a
n
th
a
p
u
r,
t
h
e
M
.
Tec
h
d
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re
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g
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rin
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m
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a
th
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m
a
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iv
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m
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p
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y
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Dra
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u
p
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se
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istrativ
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c
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m
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rs
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o
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s
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s
fo
r
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G
fin
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l
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r
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d
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d
ica
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n
.
S
h
e
c
a
n
b
e
c
o
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tac
ted
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t
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m
a
il
:
d
a
sa
riswa
rn
a
p
ra
sa
d
@g
m
a
il
.
c
o
m
.
Dr
.
S
r
e
e
n
iv
a
sul
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ll
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h
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s
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p
lete
d
a
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h
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in
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ls
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,
a
n
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m
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g
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h
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s
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r
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ta,
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d
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s
p
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sh
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d
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a
ten
ts.
He
c
a
n
b
e
c
o
n
tac
ted
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t
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m
a
il
:
sre
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n
iv
a
sb
8
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m
a
il
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c
o
m
.
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.
J
y
o
tsna
A
m
it
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n
a
j
k
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r
h
a
s
re
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d
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g
r
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e
in
El
e
c
tro
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ics
fro
m
S
h
iv
a
ji
Un
i
v
e
rsity
,
Ko
l
h
a
p
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r,
M
a
h
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ra
sh
tra,
M
.
E.
d
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g
re
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in
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tro
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o
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m
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.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
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d
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J
E
lec
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n
g
&
C
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m
p
Sci
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a
n
a
g
e
m
e
n
t,
Visa
k
h
a
p
a
tn
a
m
.
His
re
se
a
rc
h
in
tere
sts
in
c
lu
d
e
p
o
we
r
sy
ste
m
o
p
e
ra
ti
o
n
a
n
d
c
o
n
tro
l,
sm
a
rt
g
r
id
s
a
n
d
m
icro
g
ri
d
s,
e
lec
tri
c
a
l
v
e
h
icle
s,
p
o
we
r
e
lec
tro
n
ics
,
a
n
d
p
o
we
r
q
u
a
li
ty
imp
r
o
v
e
m
e
n
t
u
si
n
g
F
ACT
S
d
e
v
ice
s
a
n
d
it
s
a
p
p
li
c
a
ti
o
n
s.
He
c
a
n
b
e
c
o
n
tac
ted
a
t
e
m
a
il
:
p
m
a
n
d
e
@g
it
a
m
.
e
d
u
.
Dr
.
Mu
k
u
n
d
Ra
m
d
a
s
K
h
a
r
d
e
re
c
e
iv
e
d
th
e
Ba
c
h
e
lo
r
De
g
re
e
fro
m
P
u
n
e
Un
iv
e
rsity
in
M
e
c
h
a
n
ica
l
E
n
g
i
n
e
e
rin
g
i
n
2
0
1
2
,
Als
o
M
a
ste
r
d
e
g
re
e
in
M
e
c
h
a
n
ica
l
De
sig
n
En
g
i
n
e
e
rin
g
fro
m
P
u
n
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Un
iv
e
rsit
y
in
2
0
1
4
.
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d
P
h
.
D
.
d
e
g
re
e
in
S
o
lar
En
e
r
g
y
fr
o
m
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u
n
rise
Un
iv
e
rsity
Alwa
r
i
n
2
0
2
3
.
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h
a
s
se
rv
e
d
1
0
y
e
a
rs’
se
rv
ice
a
lo
n
g
wi
th
0
6
y
e
a
rs
i
n
VIT
,
P
u
n
e
a
s
a
n
a
ss
istan
t
p
r
o
fe
ss
o
r
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lo
n
g
with
m
a
n
y
o
t
h
e
r
a
d
m
in
istrativ
e
p
o
sts
l
ik
e
S
AE
He
a
d
.
He
wo
rk
e
d
a
s
As
sista
n
t
P
ro
fe
ss
o
r
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n
M
e
c
h
a
n
ica
l
En
g
in
e
e
ri
n
g
in
NCER
DBA
TU
P
u
n
e
fro
m
2
0
2
1
-
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2
4
a
lo
n
g
with
He
se
rv
e
d
a
s
a
De
a
n
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tern
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ti
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a
l
Re
lati
o
n
a
n
d
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ro
jec
t
Ba
se
d
Lea
rn
in
g
.
He
c
u
rre
n
tl
y
wo
r
k
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n
g
a
s a
n
As
so
c
iate
P
ro
fe
ss
o
r
in
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tan
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a
h
a
ra
sh
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stit
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te o
f
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n
g
in
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rin
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d
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h
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o
l
o
g
y
,
P
u
n
e
in
M
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c
h
a
n
ica
l
De
p
a
rtme
n
t.
He
h
a
s
Au
th
o
re
d
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r
c
o
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a
u
th
o
re
d
m
o
re
th
a
n
1
0
P
u
b
l
ica
ti
o
n
s.
His
re
se
a
rc
h
in
te
re
sts
in
c
lu
d
e
d
e
sig
n
o
f
m
a
c
h
i
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e
e
lem
e
n
t,
so
lar
e
n
e
rg
y
,
a
u
to
m
o
b
il
e
e
n
g
in
e
e
ri
n
g
,
e
l
e
c
tri
c
v
e
h
icle
,
a
n
d
ro
b
o
t
ics
.
He
c
a
n
b
e
c
o
n
tac
ted
a
t
e
m
a
il
:
m
u
k
u
n
d
k
h
a
rd
e
@g
m
a
il
.
c
o
m
.
Dr
.
J
o
n
n
a
d
u
l
a
Na
r
a
sim
h
a
r
a
o
is
c
u
rre
n
tl
y
w
o
rk
i
n
g
a
s
a
n
As
so
c
iate
P
ro
fe
ss
o
r
i
n
th
e
De
p
a
rtme
n
t
o
f
Co
m
p
u
ter
S
c
ien
c
e
a
n
d
E
n
g
in
e
e
rin
g
,
C
M
R
T
e
c
h
n
ica
l
Ca
m
p
u
s,
M
e
d
c
h
a
l
,
Hy
d
e
ra
b
a
d
.
He
o
b
tain
e
d
h
is
Ba
c
h
e
lo
r
De
g
re
e
in
B.
E
Co
m
p
u
ter
S
c
i
e
n
c
e
a
n
d
En
g
in
e
e
rin
g
fro
m
DMI
Co
ll
e
g
e
o
f
E
n
g
i
n
e
e
rin
g
,
An
n
a
Un
i
v
e
rsity
a
n
d
M
a
ste
r’s
De
g
re
e
in
M
.
Tec
h
Co
m
p
u
te
r
S
c
ien
c
e
a
n
d
En
g
i
n
e
e
rin
g
fro
m
T
RR
En
g
in
e
e
rin
g
Co
ll
e
g
e
,
JN
TU
Hy
d
e
ra
b
a
d
.
His
d
o
c
t
o
ra
te
in
th
e
fiel
d
o
f
Im
a
g
e
P
ro
c
e
ss
in
g
a
t
M
a
d
h
a
v
U
n
iv
e
rsit
y
,
P
i
n
d
wa
r
a
,
Ra
jas
tan
.
His
a
re
a
s
o
f
S
p
e
c
ializa
ti
o
n
in
c
l
u
d
e
ima
g
e
p
r
o
c
e
ss
in
g
,
d
e
e
p
lea
rn
i
n
g
,
m
a
c
h
in
e
lea
rn
in
g
,
IOT,
d
a
ta
m
i
n
in
g
a
n
d
n
e
two
rk
s
.
He
h
a
s
m
o
re
t
h
a
n
1
6
y
e
a
rs
o
f
Tea
c
h
i
n
g
Ex
p
e
rien
c
e
.
He
h
a
s
P
u
b
li
s
h
e
d
h
is
Re
se
a
rc
h
wo
rk
i
n
re
p
u
te
d
i
n
tern
a
ti
o
n
a
l
jo
u
rn
a
ls
with
h
ig
h
im
p
a
c
t
fa
c
to
r
in
El
se
v
ier,
S
p
ri
n
g
e
r,
we
b
o
f
sc
ien
c
e
,
S
c
o
p
u
s.
He
h
a
s
c
e
rti
fied
in
NPT
EL
,
Co
u
rse
ra
c
o
u
rse
s.
Ad
d
e
d
t
o
th
a
t
He
h
a
s
a
lso
p
re
se
n
ted
p
a
p
e
rs i
n
b
o
th
i
n
te
rn
a
ti
o
n
a
l
a
n
d
n
a
ti
o
n
a
l
c
o
n
fe
re
n
c
e
s.
He
h
a
s a
n
In
d
ian
p
a
ten
t
in
h
is
e
x
p
e
rti
se
a
re
a
s
fro
m
C
o
m
p
u
t
e
r
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c
ien
c
e
a
n
d
E
n
g
i
n
e
e
rin
g
field
.
He
is
a
li
fe
m
e
m
b
e
r
o
f
t
h
e
p
ro
fe
ss
io
n
a
l
b
o
d
y
-
In
d
ian
S
o
c
iet
y
fo
r
Tec
h
n
ica
l
E
d
u
c
a
ti
o
n
(IS
T
E).
He
c
a
n
b
e
c
o
n
tac
ted
a
t
e
m
a
il
:
jo
n
n
a
d
u
la.
n
a
ra
sim
h
a
ra
o
@g
m
a
il
.
c
o
m
.
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