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Linda Doyle and Keith Nolan
Centre for Telecommunications Value-Chain Research
Department of Electronic & Electrical Engineering
Trinity College, University of Dublin, Ireland
Dynamic Spectrum Assignment
With Software Defined Radio
And Cognitive Radio
regulators
•how do frequencies get assigned to different services?
•ITU / EU / National Regulators
•STRICT RULES = COMMAND & CONTROL
•each country has a regulator for taking charge of how
spectrum is allocated in that country
•the regulators m
ust also work together to agree on
international issues
efficiencies
•technical efficiency
•economic efficiency
technical efficiency
•Th
is re
fers
to th
e re
quire
men
t tha
t diff
eren
t use
rs a
nd d
iffer
ent u
ses
of ra
dio
frequ
enci
es s
houl
d no
t int
erfe
re w
ith e
ach
not i
nter
fere
with
eac
hno
t int
erfe
re w
ith e
ach
not i
nter
fere
with
eac
hot
her
othe
rot
her
othe
r. –
co–channel interference
–adjacent channel interference
–general noise
•It
also
refe
rs to
the
need
to ta
ckle
a h
ost o
f rel
ated
pro
blem
s,–
use
of fa
ulty
or n
on-s
tand
ard
equi
pmen
t–
unau
thor
ized
or i
llega
l use
of f
requ
enci
es–
spillo
ver s
igna
ls e
ffect
s fro
m n
eigh
bour
ing
juris
dict
ions
–us
e of
inap
prop
riate
leve
ls o
f pow
er–
findi
ng th
e op
timum
loca
tion
for a
nten
nae,
–
all o
f whi
ch c
an e
ffect
affe
ct th
e at
tenu
atio
n, s
ucce
ssfu
l tra
nsm
issi
on
and
rece
ptio
n of
sig
nals
, the
pro
blem
s of
cro
ss-ta
lk a
nd th
e ge
nera
l pr
oble
m o
f cha
nnel
radi
o in
terfe
renc
e.
economic efficiency
•A
wid
er re
gula
tory
issu
e be
caus
e it
invo
lves
a ju
dgm
ent
judg
men
tju
dgm
ent
judg
men
tre
gard
ing
the
allo
catio
n of
rela
tivel
y sc
arce
spe
ctru
m
amon
g al
tern
ativ
e us
es to
pro
vide
diff
eren
t, in
som
e ca
ses
com
petin
g, ty
pes
of s
ervi
ces.
•
How
is th
e re
gula
tor t
o al
loca
te s
pect
rum
? –
On
a fir
st-c
ome-
first
-ser
ved
basi
s?
–U
sing
pur
ely
adm
inis
trativ
e cr
iteria
? –
Usi
ng s
ome
form
of s
pect
rum
pric
ing,
pos
sibl
y an
auc
tion,
so
the
mar
ket w
ill in
fluen
ce th
e ch
oice
? –
Acco
rdin
g to
som
e in
tern
atio
nal s
et o
f rul
es?
–O
ther
????
?•
Reg
ulat
ors
mus
t inf
orm
Gov
ernm
ent o
n po
licy
issu
es
influences
•a national regulator cannot work on its own as stated
earlier
•International Telecommunications Union(ITU) World
Radio Conference (WRC)
•This convenes every two to three years to make
worldwide recommendations on the allocation of
spectrum for various of radio services.
use of spectrum
In th
e pa
rlanc
e of
the
Wor
ld R
adio
Con
fere
nce
(WR
C)
the
uses
of r
adio
are
typi
cally
div
ided
into
:
•1.
radi
o se
rvice
s•
2.th
e sp
ectru
m u
sed
is d
ivid
ed in
to fr
eque
ncy
band
s•
3.ad
min
istra
tions
allo
cate
frequ
ency
ban
ds to
diff
eren
t ca
tego
ries
of s
ervi
ces
•4.
ofte
n w
ith a
lice
nsin
g pr
oces
s fo
r diff
eren
t typ
es o
f tra
nsm
issio
nby
ser
vice
pro
vide
rs w
ho u
se th
e fre
quen
cies
ass
igne
dto
them
by
the
adm
inis
tratio
n.
services
•fixed services (FS)
•broadcasting services (BS)
•mobile services (MS)
•amateur services (AM)
•technical and scientific services (TSS)
•inter-satellite services (ISS)
demand
uppe
r lim
its o
f the
ITU
’sfre
quen
cy ta
bles
.�
•Pr
e-19
47 =
200
MH
z�
•19
47 =
10.
5 G
Hz
�•
1959
= 4
0 G
Hz
�•
1971
= 2
75 G
Hz
•By
the
time
of W
RC
199
7 m
ost o
f the
ban
ds b
elow
25G
Hz
mos
t of t
he b
ands
bel
ow 2
5GH
zm
ost o
f the
ban
ds b
elow
25G
Hz
mos
t of t
he b
ands
bel
ow 2
5GH
zw
ere
in
use,
and
alth
ough
the
high
er b
ands
hav
e le
ss u
tiliz
atio
n, a
dditi
onal
ap
plic
atio
ns, s
uch
as fi
xed
wire
less
, hav
e en
croa
ched
abo
ve 2
5 G
Hz.
•
A gr
owin
g in
tere
st in
spa
ce e
xplo
ratio
n an
d in
bro
adca
stin
g sa
tellit
e se
rvic
es h
ave
also
cre
ated
a d
eman
d fo
r the
hig
her e
nd o
f the
sp
ectru
m.
do we have to listen?
•Signing ITU instruments involves only limited commitment.
•It agrees to abide by the Radio Regulations (RR) of the ITU which
have been agreed by successive W
RCs.
•This means Member States must abide by spectrum allocations that
do not cause interference with the radio stations of other Member
States.
•Military uses of RF are excluded from this consideration.
•Member States will draw up their own national frequency tables which follow
closely W
RC’stables, but they have flexibility to vary spectrum allocations
according to local circumstances
•For example, WRC allocates spectrum in frequency bands that in many
cases can be shared between different services, and local allocations may
therefore vary considerably.
harm
onisation?
•Be
caus
e th
e w
orld
is d
ivid
ed in
to s
epar
ate
juris
dict
ions
and
regi
ons,
th
e is
sues
of t
echn
ical
sta
ndar
ds a
nd s
tand
ardi
zatio
n of
spe
ctru
m
allo
catio
n ar
e cr
ucia
lly im
porta
nt.
•If
the
wor
ld a
cted
as
a si
ngle
mar
ketp
lace
, it i
s co
ncei
vabl
e th
at th
e ec
onom
ic p
ricin
g of
spe
ctru
m w
ould
allo
w la
rge
com
pani
es w
ith a
gl
obal
inte
rest
to b
uy s
pect
rum
inte
rnat
iona
lly a
nd h
arm
oniz
e its
us
e.
•In
this
cas
e, fo
r exa
mpl
e, e
very
whe
re in
the
wor
ld u
sed
the
sam
e w
avel
engt
hs fo
r bro
adca
stin
g an
d fo
r cel
lula
r tel
epho
ny, a
nd th
at
cons
umer
s co
uld
use
the
sam
e te
levi
sion
set
or m
obile
pho
new
here
ver t
hey
roam
ed in
the
wor
ld.
harm
onisation?
•That is not how the world is organized.
•Governments and regulators have to decide how far they will go in
harm
onizing their allocation of spectrum with other jurisdictions and
in adopting the same standards of equipment.
•They also have to decide how far they will go in opening their
markets to foreign service providers and equipment manufacturers.
trends
•In
the
past
man
y ec
onom
ies
in a
ll re
gion
s ch
ose
to p
ursu
e th
eir o
wn
spec
trum
allo
catio
ns a
nd s
tand
ards
, som
etim
es ju
st b
ecau
se th
e de
man
d w
as im
med
iate
and
urg
ent,
som
etim
es a
s pa
rt of
a n
atio
nal
indu
stria
l pol
icy
and
stra
tegy
.
•To
day,
on
both
the
trade
fron
t, fo
r exa
mpl
e th
e W
TO, a
nd o
n th
e in
dust
rial s
tand
ards
fron
t, fo
r exa
mpl
e th
e IT
U a
nd e
ven
com
mer
cial
pr
essu
res,
the
tend
ency
is s
trong
ly to
war
ds g
loba
l har
mon
izat
ion.
ireland& 3G
Date awarded-June 2002
Award method-Beauty Contest
Frequency bands
•A License -1920-1935/2110-2125 MHz
1915-1920 MHz
•B Licenses -1935-1950/2125-2140 MHz
1900-1905 MHz & 1950-1965/2140-2155 MHz
1905-1910 MHz & 1965-1980/2155-2170 MHz
1910-1915 MHz
ireland& 3G
Spectrum per license
2 x 15 MHz of paired spectrum plus 5 MHz of unpaired
spectrum
License Duration
20 Years
Coverage obligations
•A license -53% of the national population (equivalent to
the five m
ajor cities) by the end of 2005 and with the
fulfilmentof the m
inimum 80% population requirementby
the end of 2007.
•B License -33% of the population by the end of June 2006
and 53% by the end of June 2008.
Adult population(>15yrs)-3,012,306
rigid
rules
slow
cycle
GET / BUY
LICENCE
PLAN
USE
wasted
cash?
the radio spectrum
“…there have been four core assumptions underlying spectrum policy:
1.
unregulated radio interference will lead to chaos;
2.
spectrum is scarce;
3.
government command and control of the scarce spectrum resource is
the only way chaos can be avoided; and
4.
the public interest centers
on government choosing the highest and best
use of the spectrum.
Today’s environment has strained these assumptions to the breaking point.”
-FCC Chairman, Michael Powell, 2002
the radio spectrum
“…there have been four core assumptions underlying spectrum policy:
1.
unregulated radio interference will lead to chaos;
2.
spectrum is scarce;
3.
government command and control of the scarce spectrum resource is the only
way chaos can be avoided; and
4.
the public interest centers
on government choosing the highest and best
use of the spectrum.
Today’s environment has strained these assumptions to the breaking point.”
-FCC Chairman, Michael Powell, 2002
unlicensed activity
•Licencedbands stagnate quickly, when the spectrum is awarded people are
secure and have no incentive to change.
•In the few unlicensed bands, necessity has driven groundbreaking research
into new means of multiple users coexisting in a single band without
affecting each other.
•Because the cost of entryinto the unlicensed bands is so m
uch lowerit
encourages research into technologies that operate in those bands.
•New technologies such as bluetoothand uwbhave demonstrated the
potential for multiple users to simultaneously access and exploit a given
band.
•These and other new technologies are breaking the ‘rules’associated with
interference avoidance, and regulators are starting to realise that receivers
are as important as transmitters when it comes to standards.
the radio spectrum
“…there have been four core assumptions underlying spectrum policy:
1.
unregulated radio interference will lead to chaos;
2.
spectrum is scarce;
3.
government command and control of the scarce spectrum resource is the only
way chaos can be avoided; and
4.
the public interest centerson government choosing the highest and best use
of the spectrum.
Todaysenvironment has strained these assumptions to the breaking point.”
-FCC Chairman, Michael Powell, 2002
August 31 to September 1, 30 MHz –54 M
Hz
Source: Shared Spectrum Company(http://www.sharedspectrum.com/)
spectrum usage
This is the measurement taken over a 24 hour period in central London, July
2004. The solid blue represents no activity, while red represents heavy
activity.
the radio spectrum
“…there have been four core assumptions underlying spectrum policy:
1.
unregulated radio interference will lead to chaos;
2.
spectrum is scarce;
3.
government command and control of the scarce spectrum resource is
the only way chaos can be avoided; and
4.
the public interest centers
on government choosing the highest and best
use of the spectrum.
Todaysenvironment has strained these assumptions to the breaking point.”
-FCC Chairman, Michael Powell, 2002
an alternative way…..
dynamic spectrum access
what is dynamic spectrum m
anagement?
dry / official
The process which enables the dynamic m
anagement
(allocation, de-allocation, sharing) of radio resources
(time slots, frequency carriers, codes) within a single or
between different radio access systems.
another definition
•dynamic spectrum access approaches consist of a
variety of techniques for accessing spectrum in a m
ore
flexible and dynamic m
anner.
•some techniques co-exist with current approaches
•others are completely new and would involve really new
approaches
benefits?
1.
Improved spectral efficiency
2.
Increased capacity
3.
More competitive market driven pricing mechanisms
4.
Improved ease of access to the spectrum
-Smaller parties enabled to enter the market as costs are reduced
5.
Rewards for innovation and incentives for improved efficiency
6.
Natural migration of spectrum to those users that will use it most
efficiently
time
frequency
space
t h e p r e s e n t …
.
time
frequency
space
t h e f u t u r e …
. Spectrum trading
time
frequency
space
t h e f u t u r e …
.
How?
•Software Defined Radio
•And
•Cognitive Radio
NOKIA 6163
•Quad-band GSM/EDGE coverage on up to five
continents (GSM 850/900/1800/1900)
•so deals with different frequencies and different
standards
•increasing amounts of functionality squashed into
devices
•complexity can be obtained through using m
ultiple
hardware solutions that are well integrated to give the
multiple functionality needed.
•or you can embrace software …
………….
s o f t w a r e r a d i o
work
in
digital
domain
work
in
digital
domain
•One of the first software
radios was a U.S. military
project named SpeakEasy.
•Aimed to use programmable
processing to emulate
more
than 10 existing m
ilitary
radios, operating in frequency
bandsbetween 2 and 200
MHz.
•Further goal to easily
incorporate new codingand
modulation standards in the
future, so military
communications can keep
pace with advances in coding
and m
odulation techniques.
•The typical architectural approach to SDR locates a wideband
analog-to-digital converter (ADC) very near the antenna of an RF
system in order to sample and digitize incoming RF waveform
s.
•The channel modulation scheme is therefore implemented
completely in software, so down-conversion and demodulation
happen entirely in the digital domain, typically on a digital signal
processor (DSP) or other general purpose processor.
•This setup is extremely versatile, of course, because the software
that defines the scheme can be swapped on the fly, so one
hardware platform
can implement an almost infinite variety of radio
standards without modification.
Cognitive radio
cognitive radio
•Cognitive Radio is a reconfigurable node in a wireless network with cognitive
functionality. –used software defined radio
•Cognitive functionality: awareness, decision m
aking, learning and conclusions
form
ation.
•Enhance the ability of a wireless device to establish and m
aintain the flow of
inform
ation across a wireless communications channel.
•Ability to make internal and external observations, take pre-emptive action
according to the needs of the user, make decisions autonomously,learn from
past experiences and conclusions….
•Many different and sometimes conflicting interpretations of cognitive radio
exist. This is a still a relatively new concept. Cognitive functionality can
influence the entire communications stack and not just the ‘radio’part of it.
Cognitive Engine
Reconfigurable Node
1.Radio Environment Changes(e.g. changes in communication channels
conditions, increased/decreased noise etc.)
2.Netw
ork Environment Changes(e.g. changes in the density, degree,
mobility, size, membership of the network etc.)
3.Regulatory Environment Changes(e.g. movement from US to EU, change
from liberal to non-liberal jurisdiction, etc. )
4.Communication (Application) Requirement Changes(e.g. changes in
bandwidth requirements, changes in data rates needed, changes inprocessing
power needed etc.,)
5.Physical Environment Changes(e.g. changes from day to night, rural to
urban, hot to cold, physical location, etc.)
6.Business Environment Changes(e.g. changes in tariffs, changes in
willingness to pay, changes in level of competition available, upgrades etc.)
7.Social Environment Changes(e.g. changes in social norm
s to a collaborative
environment, emergency call on resources etc.)