In
te
r
n
ation
a
l Jou
rn
al
o
f Po
we
r
Elec
tron
ic
s an
d
D
r
ive S
y
stem
(IJ
PED
S
)
V
o
l.
10, N
o.
4, D
e
c
e
m
ber
201
9,
pp.
2126~
21
29
ISSN: 2088-
8694,
DOI
:
10.11591
/ijpeds.
v10.
i
4.pp2126-2129
2126
Jou
rn
a
l
h
o
me
pa
ge
:
ht
tp:
//i
a
e
score
.
com
/
j
o
u
r
na
l
s
/
i
n
d
e
x
.
p
hp/IJ
PED
S
Design and imple
m
entation a secu
r
i
ty syste
m for bank using
voice recognition
Mo
h
a
mmed H
a
sa
n
Ali
,
Qa
s
im Al
Azze
Depart
m
e
nt
o
f Elect
ri
cal Po
w
er a
n
d
M
ach
in
es, Coll
age of
En
g
i
n
ee
ring,
Univers
i
t
y
o
f
Di
ya
l
a
, Iraq
Art
i
cl
e In
fo
ABSTRACT
A
r
tic
le hist
o
r
y
:
R
e
c
e
i
v
e
d
No
v
2
1
,
2
018
Re
vise
d Mar
1,
201
9
Ac
ce
p
t
ed
Ap
r
2
5
,
2
019
AIn
t
h
is
w
ork,
a
n
ew
s
ecuri
ty
s
yst
e
m
desig
n
i
s
dem
o
ns
trated
b
a
s
ed
o
n
th
e
so
un
d
sign
al
f
o
r
b
ank
pro
t
ecti
on.
V
oice
A
c
k
n
o
w
l
e
dgm
en
t
M
o
d
u
le
i
s
p
l
aced
on
t
he
g
ate
of
t
he
s
af
e.
V
oi
ce
A
c
k
n
o
w
l
e
dgm
en
t
Mo
du
le
i
s
set
t
o
pe
rc
e
i
ve
t
he
capab
le
c
li
ent
as
i
n
d
i
c
at
ed
b
y
hi
s
s
o
u
nd
recu
rren
c
e
re
a
c
t
i
o
n
.
T
he
p
l
a
n
co
uld
pro
g
ram
to
p
erm
i
t
t
o
w
cl
ien
t
s
f
o
r
greater
a
d
a
p
t
ab
ility
t
he
card
l
ocat
ion
st
rategy
i
s
executed
utilizi
ng
indi
vi
dua
l
d
ata
inf
o
r
m
ati
on
t
o
p
erm
i
t
an
oth
e
r
cli
e
nt
i
n
t
h
e
f
r
a
m
ew
ork.
A
d
e
l
icate
cam
era
is
accus
t
o
m
e
d
t
o
ob
s
ervi
ng
t
h
e
dev
e
lo
pm
ent
s
i
n
t
h
e
s
t
ructu
r
e
an
d
f
o
r
th
e
reas
ons
f
o
r
w
ell
b
e
i
ng
a
nd
s
ecuri
ty.
All t
h
es
e sen
s
o
r
s
are co
nt
roll
ed by
ard
u
i
n
o
.
K
eyw
ord
s
:
A
r
dui
n
o
Blue
t
o
o
t
h sys
t
em
Secu
rity
sy
s
tem
Sen
s
it
iv
e
ca
me
ra
S
m
a
r
t
bank
Voice
re
cog
n
i
t
i
o
n
Co
pyri
gh
t © 2
019 In
stit
u
t
e
of Advanced
En
gi
neeri
n
g
an
d
S
c
ien
ce.
All
rights
res
e
rv
ed.
Corres
pon
d
i
n
g
Au
th
or:
M
o
h
a
mmed
Ha
s
an
Al
i
,
D
e
pa
rtem
ent o
f
E
lectr
i
c
a
l p
o
w
e
r
a
nd Mac
h
i
n
s En
gi
nee
r
i
n
g
,
Col
l
a
g
e
of
E
n
g
i
ne
er
in
g,
U
niv
e
rsit
y
of
D
iya
l
a
,
Ba
qu
ba
h,
D
iyala,
Ir
a
q.
Em
ail:
moh8
0a
m
m
e
d@gm
ail.
com
1.
I
N
TR
OD
U
C
TI
O
N
I
n
t
his
w
o
rk
a
t
the
prese
n
t
age
,
w
ell
b
e
i
ng
has
t
u
r
n
s
into
a
n
es
sential
issue
for
t
h
e
m
a
jority
o
f
the
gene
ral
population
for
am
ost
part
i
n
the
provincial
a
nd
urban
t
erritories
[
1].
A
fe
w
pe
op
le
a
r
e
w
or
ry
a
bout
their w
e
ll
be
ing for
their costl
y
thi
ng li
ke
a
dornme
n
ts ca
s
h and
so on. S
o,
bank locker
i
s the most se
c
ure
plac
e
t
o
a
m
a
s
s
t
h
e
m
h
o
w
e
v
e
r
t
h
e
c
u
s
t
o
m
a
r
y
s
e
c
u
r
i
t
y
f
r
a
m
e
w
o
r
k
i
s
n
'
t
g
i
vi
ng
the
higher
se
curity
i
n
light
o
f
the
fact
that
i
n
t
r
aditi
ona
l
sec
u
rit
y
f
r
a
m
e
w
o
rk
a
c
lient
can
open
the
l
o
c
k
ers
uti
lizing
keys
[
2,
3
].
A
t
tha
t
point
t
he
client
w
i
ll
a
ppl
y
for
unique
k
e
y
s
yet
th
e
da
y
a
nd
age
a
r
e
lo
nge
r
t
o
g
et
s
tar
t
ed
n
e
w
k
e
y
s
so
i
n
i
t
s
pla
ce
of
uti
lizi
n
g
thi
s
s
ec
u
r
it
y
fra
m
e
w
ork I
have
e
xe
cuted.
I
n
thi
s
p
r
e
s
ent
age,
w
e
l
lbeing
has turns into a
vital issue
for
GSM
ba
se
d
secur
i
ty
f
r
a
m
e
work
w
hich
g
ive
gr
eate
r
s
ecur
i
t
y
t
hen
t
ra
di
tional
fr
am
ew
ork
[4].
T
he
p
aper
i
s
prese
n
t
a
n
actua
l
i
z
e
d
secur
i
ty
o
f
c
a
sh
i
n
t
h
e
bank
saving,
r
esi
dent
o
r
w
o
rking
environm
ent
(trea
s
ury)
by
uti
lizing
sound
se
nsor
a
nd
G
S
M
innovation,
t
h
a
t
is
m
ore
e
n
sured
t
ha
n
diffe
rent
f
ra
me
w
o
rks.
I
n
this
p
aper
,
si
ngle
sound
s
ensor
m
odule
is
u
til
iz
ed
f
or
c
he
ck
on
or
t
o
appro
ve
p
eople
t
o
open
the
differe
n
t
bank
loc
k
er
w
ith
G
S
M
i
nnova
t
i
on.
In
t
h
is pa
p
er
I
h
a
v
e
pl
a
nned a
nd e
x
ecuted
a
bank loc
k
e
r
s
e
c
urity fram
e
w
o
r
k
in view
o
f
sound
sensor
a
nd
G
S
M
innovation.
I
n
t
h
is
fram
e
w
o
r
k
j
ust
valid
i
ndividual
ca
n
be
r
e
c
ouped
ca
sh
f
r
o
m
buil
d
ing
locker
s
w
ith
s
ec
ret
w
o
rd
i
nsuranc
e
s
t
r
ategy
[5]
.
I
out
li
ne
d
delicate
c
a
m
e
ra
u
se
d
t
o
c
hecking
the
deve
l
opm
ents
i
n
th
e
buil
d
ing
a
nd
for
the
r
easons
f
or
w
ellbeing
and
sec
u
rity;
w
h
i
c
h
i
s
s
e
ndi
ng
a
flag
t
o
control the
elec
tric pow
er
i
n
th
e
building
and
i
f
ther
e
should
be
an
occ
u
rrenc
e
of c
aution fire
[6,
7]
.
2.
MODEL
O
F
B
AN
K
The
m
odel
of
b
a
n
k
has
been
portraye
d
a
s
the
joining
of
a
dva
ncem
ent
and
or
g
a
nization
through
a
bank sy
stem
for a predom
inant
individ
u
a
l
f
ulfi
lm
ent
a
ppear
ed i
n
F
igure
1.
I
t
has been usi
ng impe
l
l
e
d
P
C
and
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t
J
P
o
w
Elec
&
D
r
i
S
y
st
I
S
S
N
:
2088-
86
94
D
e
sig
n
a
n
d im
pl
e
m
e
n
t
a
tio
n a
sec
u
rity syste
m
f
o
r ba
n
k
us
i
ng
v
o
ic
e
re
co
g
n
i
tio
n
… (
M
o
h
a
m
m
e
d
H
a
sa
n
Al
i)
2
127
f
r
a
m
e
w
o
r
k
c
or
r
e
sponde
nces
d
e
v
e
l
opme
n
t
,
f
used
w
ir
ing
advanc
em
ent
norm
a
ll
y
solidi
f
i
e
d
wit
h
a
ll
subsystem
s
,
Entr
yw
a
y
B
olt
str
u
ctur
e
U
til
iz
i
ng
sound
sensor
d
eve
lopm
ent
[
8
]
.
B
a
nk ha
s
bee
n
ar
ound
for
quite
a
w
h
ile
a
nd
things
h
ave
been
open
for
a
br
oad
numbe
r
of
y
e
a
r
s
,
be
t
ha
t
a
s
it
m
a
y,
n
obody's
st
r
a
tegy
has
tur
n
e
d
out
t
o
b
e
t
hr
ough
to
t
he
s
tandar
d
y
e
t
.
The
astute
b
ank
u
ses
the
contr
o
l
st
r
u
ctur
es
a
nd
infor
m
a
t
ion
a
dvance
m
e
n
ts to
dim
i
nish t
he
p
r
e
r
e
quisite for
huma
n
w
or
k
in
t
he
age
o
f
stock and und
e
r
takings.
A
sa
gacious
ba
nk
consolidates
d
i
s
tinctive
sub-
system
s
that
a
r
e
out
a
nd
out
c
o
ntr
o
l
l
ed
by
a
pr
o
bank
c
ontr
o
ll
e
r
[
9,
10]
.
F
i
gur
e
1.
M
o
d
e
l
of
b
a
n
k
3.
VOICE ACKNOWLEDGMENT
MODULE
Vo
i
c
e
R
e
c
ogn
it
i
o
n
i
s
a
b
i
o
me
t
r
i
c
i
nn
ov
ati
o
n
wh
i
c
h
i
s
u
tili
zed
t
o
per
c
e
i
ve
a
s
pe
c
i
f
i
c
in
di
v
i
dua
l
vo
ice
.
The
disc
o
u
rse
w
a
ves
o
f
s
peci
fi
c
v
o
ice
struc
t
u
r
e
t
h
e
prem
is
e
of
di
st
ing
u
i
s
h
i
ng
p
r
o
of
o
f
sp
ea
k
e
r
[11
]
s
ho
wn
i
n
F
i
g
u
r
e
2
.
We
can
u
t
i
l
i
ze
v
o
i
c
e
I
D
i
n
n
ume
r
ous
a
pp
lica
t
i
on
te
r
r
i
t
o
r
i
es
s
uc
h
as
p
h
o
n
e
ban
k
i
n
g,
s
ho
ppi
ng
t
h
r
o
u
g
h
p
h
o
n
e
,
a
c
c
e
s
s
t
o
d
a
t
a
b
a
s
e
d
a
t
a
a
n
d
v
o
i
c
e
m
e
s
s
a
g
e
[
1
2
]
.
O
n
e
of
t
he
g
r
o
un
d-
br
eaki
n
g
use
s
o
f
vo
i
c
e
a
c
kn
ow
le
d
g
m
e
nt
i
s
f
o
r
secur
i
t
y
r
ea
son
w
h
er
e
an
i
nd
i
v
i
d
ual
c
a
n
e
nt
e
r
h
is/
h
er
v
o
i
ce
f
o
r
v
eri
f
i
c
a
t
io
n
.
E
ach
k
i
nd
of
v
oice
h
a
s
i
ts
e
xce
p
ti
ona
l
q
u
al
iti
es
c
a
l
l
e
d
hi
g
h
l
i
gh
t
a
n
d
t
h
e
w
ay
t
ow
ar
d
r
e
movi
ng
the
s
e
hig
h
l
i
g
ht
s
fr
om
t
h
e
i
ndi
vi
d
u
a
l
v
o
ic
e
i
s
c
a
l
l
e
d
hig
h
li
ght
e
xt
ra
ct
i
o
n
.
T
h
e
voi
c
e
h
ig
h
lig
h
t
s
wh
ic
h
ar
e
rem
o
v
e
d
ar
e
con
t
rast
ed
a
n
d
r
i
gh
t
no
w
sp
a
r
ed
v
oi
c
e
s
in
the
d
at
a
b
ase
f
o
r
c
o
o
r
d
i
n
a
t
i
ng
[1
3
,
1
4]
.
F
i
gur
e
2.
V
oic
e
r
ec
ogn
i
t
i
o
n
4.
RESU
L
T
S
I
n
t
h
e
p
r
i
v
a
t
e
p
a
r
t
,
i
t
h
a
s
s
u
c
c
e
s
s
f
u
l
l
y
c
o
n
t
r
o
l
l
e
d
t
h
e
d
u
a
l
c
o
n
t
r
o
l
pr
oce
ss
w
i
t
h
b
a
nk,
l
i
g
h
t
i
n
g
a
n
d
ot
her
S
m
ar
tph
one
s
u
s
in
g
m
o
bile
r
e
p
r
e
se
n
t
e
d
a
pp
l
i
c
a
t
i
ons
t
ha
t
ha
ve
b
e
e
n
des
i
gne
d
f
o
r
th
i
s
pur
pose
w
h
e
r
e
the
co
nt
r
o
l
and
op
era
t
io
n/
sh
utti
n
g
off
th
e
d
e
vi
ce
i
t
se
l
f
i
s
e
i
th
er
by
a
c
o
n
n
e
c
t
i
o
n
us
in
g
Bl
ue
too
t
h.
I
t
is
c
o
n
t
r
ol
led
by
ap
p
l
i
c
a
t
i
on
Blue
too
t
h
or
by
m
e
a
n
s
of
a
l
o
c
al
o
r
in
t
e
r
n
a
l
W
i-
F
i
c
o
nnec
t
i
on,
o
r
by
g
l
oba
l
I
P
.
I
t
i
s
co
n
t
r
o
lle
d
by
t
h
e
I
o
T
a
p
pl
ica
t
io
n.
W
he
r
e
t
he
s
am
e
device
is
t
ur
ne
d
of
f
or
o
per
a
t
e
d
fr
om
a
ny
a
p
p
lica
tio
n
eithe
r
b
y
em
pl
oy
ing
w
i
f
i
o
r
Blue
to
o
t
h.
s
h
o
w
n
i
n
F
i
g
ur
e
3.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
S
S
N: 2
0
8
8
-
86
94
I
n
t
J Po
w El
ec &
D
ri S
y
s
t
Vo
l. 1
0
,
No
. 4
,
D
e
c
2
0
19
:
2
126
–
2
129
2
128
Vo
i
c
e
Ac
knowl
e
dg
me
n
t
M
o
dul
e
i
s
a
b
o
a
rd
t
h
a
t
co
nt
rol
and
re
spo
n
s
e
acc
or
d
i
n
g
t
o
t
a
lk
in
g
a
c
kn
ow
le
d
g
m
e
nt
a
s
s
how
n
i
n
F
igur
e
4.
T
h
i
s
m
odu
le
i
s
a
sp
ea
ker
-
s
ub
or
din
a
t
e
v
oic
e
a
c
k
n
o
w
l
e
dgm
en
t.
O
n
th
e
w
h
o
l
e,
t
he
m
o
d
u
l
e
i
s
s
upp
or
te
d
up
t
o
8
0
v
o
i
c
e
char
ge
s.
I
n
me
ant
i
m
e,
a
m
ax
o
f
sev
e
n
voic
e
s
u
m
mo
nses
c
o
u
ld
be
w
or
ked.
A
n
y
s
o
u
n
d
can
p
r
e
par
e
a
s
sum
m
on.
W
he
r
e
,
cli
e
nt
s
fir
s
tly
h
a
v
e
to
p
re
p
a
re
t
h
e
m
odu
le,
aft
e
r
that
mo
d
u
le can
r
eceiv
e
a
ny
vo
i
ce o
rd
er.
The
mod
u
l
ar
i
s
con
t
ro
lle
d
fr
om
t
wo
w
ay;
ge
nera
l
inf
o
rma
tio
n
p
i
n
s
(
s
om
e
por
ti
on
of
c
apac
i
t
y)
a
nd
se
r
i
al
por
t
(
f
u
l
l
ca
pac
i
t
y
)
.
O
n
modu
lar
b
o
ar
d,
g
ener
a
l
y
ie
ld s
t
ic
ks c
a
n
p
r
o
d
u
ce
li
m
i
t
e
d s
o
r
t
s
of
w
a
v
e
s
,
w
her
e
as
r
e
lat
i
ng
v
o
ice
s
u
mm
on
w
a
s
per
ceive
d
as
a
pp
ea
r
e
d
i
n
F
ig
ur
e
5.
F
i
gur
e
3.
B
l
u
e
t
oot
h
and
w
i
fi
m
odu
le
F
i
gur
e
4.
C
o
d
e
of
v
o
i
c
e
r
ec
og
n
i
t
i
o
n
a
d
d
e
d
F
i
gur
e
5.
C
o
d
e
of
v
o
i
ce
r
e
c
og
ni
tio
n
o
p
e
r
at
io
n
5.
CONCLUSION
It
c
an
b
e
reason
ed
t
h
a
t
IOT
B
a
sed
S
e
cu
r
i
ty
S
y
s
tem
an
d
In
tellig
e
nt
t
h
a
t
De
si
gn
a
nd
u
sa
g
e
s
e
c
u
r
i
t
y
f
r
a
m
e
w
o
r
k
f
or
b
a
n
k
ut
i
liz
in
g
so
und
se
ns
or
w
as
a
w
in.
Th
e
pla
n
o
f
sh
ar
p
c
ont
rol
cont
ai
ns
A
rd
ui
no
s
h
e
e
t
s,
sou
n
d
s
en
sor
,
a
B
l
u
e
t
o
o
t
h
Mod
u
l
e,
t
o
u
c
hy
ca
me
r
a
,
A
ndr
oid
a
p
pl
ic
a
t
i
o
n
F
o
r
the
B
l
ue
t
oot
h
tec
h
n
i
q
u
e
and
a
p
p
lica
tio
n.
M
or
e
o
ver
,
t
he
S
yst
e
m
of
s
ou
n
d
s
e
n
sor
S
e
c
u
r
ity
a
n
d
A
c
cess
Con
t
r
o
l
S
y
ste
m
i
nc
lude
s
a
n
A
r
d
u
i
n
o
boa
r
d
,
R
F
I
D
m
odu
l
e
,
S
e
r
vo
Mo
tor
,
Red
LED
,
Bl
ue
L
ED
a
nd
a
B
u
zze
r
.
Likewi
se
,
the
de
lica
t
e
cam
er
a
inc
l
ude
s
a
n
A
r
d
u
i
no
U
n
o,
U
lt
r
a
so
nic
se
ns
or
,
B
l
ue
t
o
o
t
h
mod
u
l
e,
R
e
l
a
y
m
odu
le
a
n
d
A
ndr
oid
S
m
a
r
t
ph
o
n
e
S
m
ar
t
Ligh
t
i
ng
s
t
r
uct
u
r
e
i
nvo
l
v
es
P
I
R
s
e
n
sor
a
nd
a
R
e
la
y.
I
t
is
a
ny
t
h
i
ng b
u
t
di
f
f
i
c
u
l
t
t
o
u
tilize
an
d
tem
p
e
r
ate
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t
J
P
o
w
Elec
&
D
r
i
S
y
st
I
S
S
N
:
2088-
86
94
D
e
sig
n
a
n
d im
pl
e
m
e
n
t
a
tio
n a
sec
u
rity syste
m
f
o
r ba
n
k
us
i
ng
v
o
ic
e
re
co
g
n
i
tio
n
… (
M
o
h
a
m
m
e
d
H
a
sa
n
Al
i)
2
129
6.
FUTURE RECOMMENDATIONS
F
u
tur
e
w
or
k
r
e
com
m
e
n
d
a
tio
ns
m
ay
b
e
inc
l
ud
in
g,
t
he
p
o
ssi
bil
i
t
y
o
f
us
ing
R
a
spbe
r
r
y
t
o
deve
l
o
p
wor
k
.
Attem
p
t
to
d
e
v
e
l
op
th
e
se
curit
y
s
ys
te
m
with
u
s
i
ng
a
dva
nce
c
amera
s
w
h
i
c
h
t
o
c
o
nn
ect
t
h
e
i
nt
ern
e
t
whic
h
is sen
t b
y
S
MS
t
o the
se
curi
ty c
en
ter.
P
ossi
bi
l
i
t
y
o
f a
d
d
i
ng
new
se
n
s
or
s
to
i
ncr
eas
e
pr
otec
t
i
o
n
.
REFERE
NC
E
S
[1]
Hsien-
Tang
L
in,
"I
mplement
ing
Sm
art
Homes
w
ith
O
pen
Source
Solu
tion
s
,"
International Journa
l
o
f
Sm
ar
t Ho
m
e
,
v
o
l. 7
,
n
o
.
4
, p
p
28
9
-
29
5, 2
01
3.
[2]
Gowt
ha
mi,
Dr.
Adiline
macri
g
a,
"
Smart
Home
M
onitoring
a
nd
C
on
t
rolli
ng
S
y
s
te
m
U
s
i
n
g
An
dro
i
d
Ph
on
e
,
"
Int
e
rn
atio
na
l
Journ
a
l of Emerg
-
in
g T
ech
no
log
y
and
Adva
nced
Engi
neeri
n
g
,
v
o
l
.
3
,
no
.
1
1
,
201
3.
[3]
Ali,
M
o
h
am
m
e
d
Has
a
n,
"
Desi
gn
an
d
Im
pl
em
entat
i
o
n
o
f
an
E
l
ectri
ca
l
Lift
C
ontrol
l
ed
u
si
ng
P
LC,
"
International
Jou
r
n
a
l
o
f
El
ectr
i
ca
l a
n
d
Co
m
p
u
t
er Eng
i
n
eeri
ng (
I
JECE)
,
v
o
l
. 8
,
no
.
4
,
p
.
19
47
,
2
0
1
8
.
[4]
A.
Z
.
A
l
k
a
r
an
d
U.
B
uh
ur,
"
A
n
in
tern
et-bas
ed
w
ireless
h
o
m
e
a
uto
mat
i
on
s
y
s
tem
for
multi
f
u
nct
i
onal
devices,
"
IEEE
T
r
a
n
s
a
ction
s
on
Con
s
um
er
E
l
ectro
ni
c
s
,
vo
l. 51
, p
p
.
1
16
9-1
1
7
4
, 2
00
5.
[5]
R.
S
hah
r
i
y
ar,
E.
H
oq
ue,
S.
S
o
h
an
,
I.
N
a
i
m,
M
.
M
.
A
kb
ar,
an
d
M.
K
.
K
han
,
"
Rem
o
t
e
c
o
n
tro
l
lin
g
of
h
om
e
appl
ian
ces
us
in
g
m
o
b
ile
t
e
l
ep
ho
ny
,
"
In
ter
n
a
t
i
onal Jour
na
l
o
f
Sma
r
t
Ho
me
,
v
o
l
.
2,
pp
.
3
7-5
4
, 2
00
8.
[6]
S
a
gar
S
.
P
al
sodkar,
P
ro
f
S.
B
Patil
,
"
Biomet
ric
an
d
GS
M
Based
S
e
c
u
rit
y
f
or
l
ock
e
rs,
"
I
n
te
r
n
at
io
na
l J
o
u
r
n
a
l
of
En
gi
neer
ing
R
e
sear
ch a
n
d
Ap
p
l
ica
t
i
o
n
,
vol.
4,
2
0
1
4.
[7]
Chri
st
ian
Reinisch,
M
a
ri
o
J.
K
o
f
l
e
r,
W
olf
g
ang
Kas
t
ner,
"
Th
i
nkHo
me
:
A
S
m
a
r
t
Ho
me
a
s
D
i
g
i
t
a
l
Ec
os
ys
te
m
,
"
4th
IEEE Inter
nati
o
nal
C
o
n
f
e-rence on Di
g
ital
E
c
os
ys
tems
and
Technol
ogi
es
(IEE
E
D
E
ST 2010)
, 20
1
0
.
[8]
Ali,
M
o
h
a
m
m
e
d
H
.,
"M
athemat
i
cal
D
rivin
g
M
od
el
o
f
T
h
ree
P
h
a
s
e,
T
w
o
L
e
v
e
l
I
n
v
e
r
t
e
r
b
y
(
M
e
t
h
o
d
o
f
Int
e
rcon
nected
S
ub
sy
st
e
m
),
"
Ir
aqi Jo
ur
nal
f
o
r El
e
c
tr
ical a
nd El
ectr
oni
c
En
gi
neering
, vo
l
.1
3
, no
.
1,
p
p
.
7
3-
82
, 2
01
7.
[9]
R.
P
iy
are
an
d
M
.
T
azil
,
"
Bl
ue
to
ot
h
bas
e
d
ho
m
e
a
u
t
o
m
atio
n
sy
st
e
m
u
si
ng
cell
pho
ne,
"
i
n
Co
ns
umer
Elect
roni
cs
(
I
SCE)
,
2
011
IEEE 15t
h
In
ter
n
a
t
i
o
n
a
l Symp
osium
,
p
p
. 1
92
-19
5
,
2
01
1.
[10]
A.
A
d
itya
Sh
an
kar,
P
.R.K.
Sast
ry,
A.
L
.
V
ishn
u
ram.A.
V
amsid
h
a
r,
"
Fing
e
r
prin
t
Ba
se
d
Do
or
L
o
c
king
S
y
s
te
m
,
"
Int
e
rn
atio
na
l
Journ
a
l of E
n
g
i
neer
in
g
a
n
d
Com
p
u
t
er
Scien
ces
,
vo
l.
4
,
n
o
.
3,
2
01
5.
[11]
M
.
G
ay
ath
r
i,
P
.
S
e
l
v
aku
m
ari,
R
.
B
r
in
dh
a
,
"
F
i
ng
e
r
p
r
in
t
a
n
d
GS
M
b
ased
S
ecu
rit
y
S
ys
tem,"
Int
e
rn
ation
a
l
Jour
nal o
f
En
gi
neer
ing S
c
iences
Res
e
ar
ch T
ech
nol
og
y
,
v
ol.
3
(4
),
2
014.
[12]
Beny
ahi
a
,
Is
m
a
han
e
,
M
o
ham
m
ed
B
elad
gh
am
,
an
d
Ab
des
s
elam
B
ass
o
u
,
"
E
valu
ati
o
n
of
t
h
e
M
edi
cal
I
m
a
ge
Com
p
ression
u
sin
g
W
av
elet
P
acket
T
rans
fo
rm
a
nd
S
PIH
T
C
o
d
i
ng,
"
In
ter
n
a
tio
na
l Jo
urn
a
l
o
f
El
ec
t
r
i
c
al
and
Com
p
u
t
er
En
g
i
n
eeri
n
g
(
I
JECE),
v
o
l. 8
,
n
o
. 4
, p
. 2
13
9, 2
01
8.
[13]
Bhu
y
an
,
S
u
j
i
t
K
u
m
a
r,
P
rakas
h
K
um
ar
H
o
t
a,
a
nd
B
hag
a
b
a
t
P
a
nd
a,
"
M
odel
i
n
g
,
Co
nt
rol
an
d
Pow
e
r
Man
a
gem
e
n
t
S
t
rat
e
gy
o
f
a
G
r
id
c
o
nnect
ed
H
y
b
ri
d
En
erg
y
S
y
s
t
e
m,
"
Intern
at
io
na
l
Journa
l of
El
ec
tri
c
al
a
n
d
Co
mp
uter
En
gi
neer
ing (
I
JECE)
,
v
o
l
.
8
,
n
o
.
3
,
p
.
13
45,
2
018.
[14]
M
e
ng
istu
,
Ab
rh
am
D
eb
asu
,
"
The
E
ffect
s
of
S
egm
e
nt
ati
on
Te
chn
i
q
u
e
s
i
n
D
i
g
i
t
a
l
I
m
a
g
e
B
a
s
e
d
I
d
e
n
t
i
f
i
c
a
t
i
o
n
o
f
Et
h
i
opian
C
off
ee
Vari
ety
,
"
T
E
LKOM
NIKA
(
T
eleco
mmu
ni
cat
i
o
n
, Co
mp
uti
n
g
,
E
l
ectr
o
n
i
cs
an
d Co
ntr
o
l)
,
vo
l
.
1
6,
no
.
2
,
p
p
.
713
-7
1
7
,
201
8.
BIBLIOGRAPHY
O
F
AUTH
O
RS
M
o
h
a
mm
ed
H
asan
A
l
i
w
as
b
o
r
n
in
D
iy
a
l
a,
I
raq
,
i
n
19
80
,
recei
v
e
d
h
i
s
B
.
S
c
.
f
r
om
U
ni
v
e
r
s
it
y
Di
y
a
la /
Iraq
in
2
0
0
6
,
M. Sc.
f
ro
m Un
i
v
ersi
t
y
o
f
Belgo
r
od
,
Russ
ia ,
201
3
.
H
e i
s
c
urrent
ly
assistant
lect
urer
a
t
t
h
e
D
e
p
a
rtm
e
nt
o
f
El
e
c
tri
cal
P
ow
er
E
ngin
eerin
g,
C
ol
le
g
e
o
f
En
g
i
neeri
n
g,
U
n
i
vers
it
y
of
D
i
y
al
a
Iraq.
P
ro
f
e
ssion
al
S
trengt
h
and
S
k
ills:
His
current
r
es
e
a
rch
in
terest
s
are
pow
er
s
ys
tem
mo
de
l
i
ng
,
p
o
we
r
qu
a
l
ity
,
r
e
n
e
w
able
e
ne
rg
y
a
n
d
powe
r
e
le
c
t
ron
i
c
s
.
H
e
h
as
1
0
y
ear
s
ex
peri
enc
e
i
n
pract
ice
o
f
E
lect
rical
e
ng
ineering
.
H
e
is
t
eachi
n
g
sev
e
ral
b
a
si
c
su
b
j
ect
s
of
t
h
e
E
l
ectri
cal
En
gin
eerin
g
,
U
n
i
vers
it
y
of
D
i
y
ala
Iraq.
H
e
h
a
s
4 pu
bl
is
hed
pap
e
rs
.
Master
D
egree
o
f
E
lect
rical
E
ngi
neeri
n
g
f
r
om
S
o
u
thern
Illino
i
s
U
n
ivers
i
t
y
E
dwards
vill
e
(S
IUE)
f
r
o
m
U
n
i
t
e
d
S
t
ates
o
f
Am
eri
c
a
,
i
n
201
4,
i
n
area
o
f
E
l
ectrical
P
ow
er
a
nd
Co
nt
rol
M
ach
in
es
En
gin
eerin
g
.
B
achelo
r
D
egre
e
o
f
E
l
ectri
ca
l
P
o
we
r
an
d
M
ach
in
es
E
n
g
ine
e
r
in
g
fro
m
U
nive
rsity
o
f
Di
yala,
C
o
l
leg
e
of
E
ngin
eeri
n
g
,
I
raq
,
i
n
2
005
.
Curren
tly
,
i
n
s
t
ructin
g
El
ectrical
M
achi
n
es
a
nd
D
rives
Cou
r
se
i
n
D
ep
.
of
E
l
ectri
c
a
l
P
o
wer
and
Mach
in
es,
A
s
w
ell
E
l
e
c
tri
cal
E
ngi
nee
r
i
n
g
co
urs
e
i
n
M
ech
anic
al
E
n
g
in
eerin
g
Dep
a
rtm
e
nt.
P
r
ev
io
usl
y
,
Ins
t
ructin
g
so
me
c
ou
rses
a
nd
g
rad
u
a
t
e
d
p
r
oj
ects
in
D
ep.
o
f
El
ectrical
P
o
w
er and
M
achi
n
es
Skills;
Usi
ng
Te
xt
M
aker,
MatL
ab,
MS
O
ffices,
programing
s
o
m
e
t
ype
o
f
Microco
n
t
r
oller
in o
rder
t
o b
u
i
l
d
p
o
w
er elect
ro
nic
deriv
e
r
l
i
ke con
v
e
rt
er two
d
irections.
Area
o
f
I
nt
erest
i
ng;
P
ower
S
y
s
tem,
P
o
w
er
E
lect
ro
ni
cs,
Au
to
m
a
tic
C
o
n
t
r
ol,
El
ectri
cal
M
a
c
h
i
n
e
s
a
n
d
D
r
i
v
e
s
,
R
e
n
e
w
a
b
l
e
E
n
e
r
g
y
,
S
m
a
r
t
G
r
i
d
,
a
n
d
H
V
D
C
,
H
y
br
id
V
ehi
c
les
and
El
ectric
Vehi
c
l
es
.
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