Upload
chang-chih-yao
View
216
Download
0
Embed Size (px)
Citation preview
8/12/2019 11-03-0940-04-000n-tgn-channel-models
1/49
8/12/2019 11-03-0940-04-000n-tgn-channel-models
2/49
May 2004 doc.: IEEE 802.11-03/940r 43
Eric Jaco/sen,
8/12/2019 11-03-0940-04-000n-tgn-channel-models
3/49
May 2004 doc.: IEEE 802.11-03/940r 43
Lis& o) Par&ici*an&s
Vinko Erceg ?Zyray Wireless$auren% &c'u#ac'er ?(a#ur )niversi%y*erse+oni yri%si ?.al/org )niversi%y
aniel au# ?E 3 )niversi%y.n reas Molisc' ?Mi%su/is'i Elec%ric.le ei 6orok'ov ?*'ili7s 8esearc'Valen%ine J" 8'o es ?
8/12/2019 11-03-0940-04-000n-tgn-channel-models
4/49
May 2004 doc.: IEEE 802.11-03/940r 43
+e,ision is&ory
%a&e ersion %escri*&ion o) c$an es1B9B04 01 *aragra7' a e in &ec" 4"1 escri/ing K -+ac%or si#ula%ion 7roce ure"
*aragra7' a e in &ec" 4"C"1 escri/ing 'ig' .* an%enna 7lace#en%s"ABCB04 02 orrec%ion o+ au%ocorrela%ion +unc%ion an co'erence %i#e +or#ula in
&ec 4"D"1 ?inclusion o+ f d " E ua%ions ?4 an ?D !ere u7 a%e "CB4B04 0A a/le
8/12/2019 11-03-0940-04-000n-tgn-channel-models
5/49
May 2004 doc.: IEEE 802.11-03/940r 43
1. In&rod'c&ion
Mul%i7le an%enna %ec'nologies are /eing consi ere as a via/le solu%ion +or %'e ne %genera%ion o+ #o/ile an !ireless local area ne%!orks ?W$.( " 'e use o+ #ul%i7le an%ennaso++ers e %en e range, i#7rove relia/ili%y an 'ig'er %'roug'7u%s %'an conven%ional singlean%enna co##unica%ion sys%e#s" Mul%i7le an%enna sys%e#s can /e generally se7ara%e in%o%!o #ain grou7s: s#ar% an%enna /ase sys%e#s an s7a%ial #ul%i7le ing /ase #ul%i7le-in7u%#ul%i7le-ou%7u% ?M
8/12/2019 11-03-0940-04-000n-tgn-channel-models
6/49
May 2004 doc.: IEEE 802.11-03/940r 43
/ase on %'e 7o!er angular s7ec%ru# ?*.& !i%' .& /eing %'e secon #o#en% o+ *.&H19,20I" o veri+y %'e ne!ly evelo7e #o el, !e 'ave calcula%e %'e c'annel ca7aci%yassu#ing %'e narro!/an case an co#7are i% %o e 7eri#en%ally e%er#ine ca7aci%y resul%s!i%' goo agree#en%"
'e #o el can /e use +or /o%' 2 63 an C 63 +re uency /an s, since %'e e 7eri#en%ala%a an 7u/lis'e resul%s +or /o%' /an s !ere use in evelo7ing %'e #o el ?average, ra%'er
%'an +re uency e7en en% #o el " 3o!ever, 7a%' loss #o el is +re uency e7en en%"
'e 7a7er is organi e as +ollo!s"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
7/49
May 2004 doc.: IEEE 802.11-03/940r 43
Mo el !i%' C0 ns r#s elay s7rea " Mo el E !i%' 100 ns r#s elay s7rea " Mo el > !i%' 1C0 ns r#s elay s7rea "
Mo el #a77ing %o a 7ar%icular environ#en% is 7resen%e in %a/le or eac' o+ %'e#o els i++eren% /reak-7oin% is%anced BP !as c'osen
L(d) = L FS (d) d d BP ?1
!'ere d is %'e %rans#i%-receive se7ara%ion is%ance in #" 'e 7a%' loss #o el 7ara#e%ers aresu##ari e in a/le A0 2 A"C A
a/le
8/12/2019 11-03-0940-04-000n-tgn-channel-models
8/49
May 2004 doc.: IEEE 802.11-03/940r 43
3. MIM Ma&ri or 'la&ion
We +ollo! %'e M
8/12/2019 11-03-0940-04-000n-tgn-channel-models
9/49
May 2004 doc.: IEEE 802.11-03/940r 43
[ ] [ ] [ ]{ } [ ]1 B 2 X & & H %x $x !!d = ?
>ollo!ing is an e a#7le o+ 4 4 Mor %'e uni+or#linear array ?)$. %'e co#7le correla%ion coe++icien% a% %'e linear an%enna array is e 7resseas
@?@? * j& * & X+ XX += ?G
8/12/2019 11-03-0940-04-000n-tgn-channel-models
10/49
May 2004 doc.: IEEE 802.11-03/940r 43
!'ere B2 d * = , an & XX an & X are %'e cross-correla%ion +unc%ions /e%!een %'e real 7ar%s?e ual %o %'e cross-correla%ion +unc%ion /e%!een %'e i#aginary 7ar%s an /e%!een %'e real
7ar% an i#aginary 7ar%, res7ec%ively, !i%'
=
d P,S * * XX & @?@sincos?@?
?9an
=
d P,S * * X+ & @?@sinsin?@?
?10
E 7ressions +or correla%ion coe++icien%s assu#ing uni+or#, %runca%e 6aussian, an %runca%e
$a7lacian *.& s'a7es can /e +oun in H20I" o calcula%e %'e nu#erical values o+ correla%ion#a%rices !e use a Ma%la/ 7rogra# evelo7e an is%ri/u%e /y $" &c'u#ac'er H2AI ?see&ec" "
(e % !e /rie+ly escri/e %'e various s%e7s in our clus%er #o eling a77roac'" We
&%ar% !i%' elay 7ro+iles o+ #o els ->" Manually i en%i+y clus%ers in eac' o+ %'e +ive #o els" E %en clus%ers so %'a% %'ey overla7, e%er#ine %a7 7o!ers ?see .77en i . " .ssu#e *.& s'a7e o+ eac' clus%er an corres7on ing %a7s ?$a7lacian "
.ssign .& %o eac' clus%er an corres7on ing %a7s"
.ssign #ean .o. ?.o %o eac' clus%er an corres7on ing %a7s" .ssu#e an%enna con+igura%ion" alcula%e correla%ion #a%rices +or eac' %a7"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
11/49
May 2004 doc.: IEEE 802.11-03/940r 43
ra%e o+ ecay an %'e in%ra-clus%er ra%e o+ ecay, res7ec%ively" 'e ra%es o+ %'e clus%er an rayarrivals can /e e%er#ine using e 7onen%ial ra%e la!s
@?1
1@L? =
l l # #
l l e# # p
?12
@?
,11@L? = l l # # l ) )l e p
?1A
!'ere is %'e clus%er arrival ra%e an is %'e ray arrival ra%e"
>or our #o eling 7ur7oses !e are no% using %'e e ua%ions ?11 %'roug' ?1A since %'e elay 7ro+ile c'arac%eris%ics are alrea y 7re e%er#ine /y %'e #o el -> elay 7ro+iles"
4.1 N' (er o) cl's&ers
'e nu#/er o+ clus%ers +oun in i++eren% in oor environ#en%s varies /e%!een 1 an D" igure 1 s'o!s Mo el non-line-o+-sig'% elay 7ro+ile !i%' clus%ers ou%line /y e 7onen%ialecay ?s%raig'% line on a log-scale "
8/12/2019 11-03-0940-04-000n-tgn-channel-models
12/49
May 2004 doc.: IEEE 802.11-03/940r 43
-50 0 50 100 150 200 250 300 350 4000
5
10
15
20
25
30
Delay in Nanoseconds
R e l a t i v
e d B
>igure 1" Mo el ($ & elay 7ro+ile !i%' clus%er e %ension ?overla77ing clus%ers "
learly, %'ree clus%ers can /e i en%i+ie " >or ($ & Mo els , , , E, an > !e i en%i+ie?assigne 2, 2, A, 4 an clus%ers, res7ec%ively" 'e nu#/er o+ clus%ers in eac' o+ %'e ($ o els -> agrees !ell !i%' %'e resul%s re7or%e in %'e li%era%ure" We recall %'a% %'e #o el .consis%s o+ only one %a7"
(e %, !e e %en eac' clus%er in -> #o els so %'a% %'ey overla7 ?see >ig"1 " We use as%raig'%-line e %ra7ola%ion +unc%ion ?in on %'e +irs% +e! visi/le %a7s o+ eac' clus%er" 'e
7o!ers o+ overla77ing %a7s !ere calcula%e so %'a% %'e %o%al su# o+ %'e 7o!ers o+ overla77ing%a7s corres7on ing %o i++eren% clus%ers e uals %o %'e 7o!ers o+ %'e original -> 7o!er elay
7ro+iles" 'e 7roce ure is escri/e in e%ail in .77en i ."
8/12/2019 11-03-0940-04-000n-tgn-channel-models
13/49
May 2004 doc.: IEEE 802.11-03/940r 43
L /NL s*read 5ns75NL 7
cl's&ers
A5o*&ional7
$ &B($ & 0B - 0 1 %a7
6 $ &B($ & 0 B - 1C 2
# $ &B($ & 0 B - A0 2
% $ &B($ & A B - C0 AE $ &B($ & B - 100 4
$ &B($ & B - 1C0
a/le
8/12/2019 11-03-0940-04-000n-tgn-channel-models
14/49
May 2004 doc.: IEEE 802.11-03/940r 43
. $ & co#7onen% %o %'e +irs% %a7 !i%' 7o!er accor ing %o %'e s7eci+ie K -+ac%oran 4Co .o. ?.o "
'e resul%ing 7o!er o+ %'e +irs% %a7 increases ue %o %'e a e $ & co#7onen% ?%'e
7o!er o+ %'e +irs% %a7 s'oul no% /e scale /ack %o #a%c' %'e original ($ & * *s " (o%e %'a% %'e a/ove 7roce ure re uces ?slig'%ly %'e r#s elay s7rea +or %'e $ & c'annels!'en co#7are %o %'e ($ & c'annels"
4.2 PA $a*e
'e angle o+ arrival s%a%is%ics !i%'in a clus%er !ere +oun %o closely #a%c' %'e $a7lacianis%ri/u%ion HC, ,10I
B2
2
1@?
= e p ?14
!'ere is %'e s%an ar evia%ion o+ %'e *.& ?!'ic' corres7on s %o %'e nu#erical value o+.& " 'e $a7lacian is%ri/u%ion is s'o!n in >ig" 2 ?a %y7ical si#ula%e is%ri/u%ion !i%'in aclus%er, !i%' .& F A0 o "
'e $ & co#7onen% o+ %'e +irs% %a7 is a e on %o7 o+ %'e ($ & co#7onen% so %'a% %'e %o%alenergy o+ %'e +irs% %a7 +or %'e $ & c'annels /eco#es 'ig'er %'an %'e value e+ine in %'e
7o!er elay 7ro+iles ?* * in .77en i " 'e 7roce ure can /e escri/e as +ollo!s:
&%ar% !i%' elay 7ro+iles ?($ & as e+ine in %a/les in .77en i " . $ & co#7onen% %o %'e +irs% %a7 !i%' 7o!er accor ing %o %'e s7eci+ie K -+ac%or
an 4Co .o. ?.o " 'e resul%ing 7o!er o+ %'e +irs% %a7 increases ue %o %'e a e $ & co#7onen% ?%'e
7o!er o+ %'e +irs% %a7 s'oul no% /e scale /ack %o #a%c' %'e original ($ & * *s "
(o%e %'a% %'e a/ove 7roce ure re uces ?slig'%ly %'e r#s elay s7rea +or %'e $ & c'annels!'en co#7are %o %'e ($ & c'annels"
>or %'e $ & #o els, %'e $ & co#7onen% o+ %'e +irs% %a7 is a e on %o7 o+ %'e ($ &co#7onen% so %'a% %'e %o%al energy o+ %'e +irs% %a7 +or %'e $ & c'annels /eco#es 'ig'er %'an
%'e value e+ine in %'e 7o!er elay 7ro+iles ?* * in .77en i " 'e 7roce ure can /eescri/e as +ollo!s:
&%ar% !i%' elay 7ro+iles ?($ & as e%er#ine using %'e 7roce ure escri/e in %'issec%ion ?&ec%ion 4 "
. $ & co#7onen% %o %'e +irs% %a7 !i%' 7o!er accor ing %o %'e s7eci+ie K -+ac%oran %'e .o. ?.o e%er#ine +ro# %'e geo#e%ry o+ %'e line +ro# %'e cen%er 7oin% o+& .1 an%enna array %o & .2 an%enna array"
'e resul%ing 7o!er o+ %'e +irs% %a7 increases ue %o %'e a e $ & co#7onen% ?%'e 7o!er o+ %'e +irs% %a7 s'oul no% /e scale /ack %o #a%c' %'e original ($ & 7o!er
elay 7ro+iles "
8/12/2019 11-03-0940-04-000n-tgn-channel-models
15/49
May 2004 doc.: IEEE 802.11-03/940r 43
(o%e %'a% %'e a/ove 7roce ure re uces ?slig'%ly %'e r#s elay s7rea +or %'e $ & c'annels!'en co#7are %o %'e ($ & c'annels"
'e receive signal a% & .2 consis%s o+ - %i#e- elaye #ul%i7a%' re7licas o+ %'e %rans#i%%esignal" 'ese - %a7s are e+ine /y clus%er 7o!ers an elays as s7eci+ie in %'e 7ar%icularMo el .->"
>igure 2 s'o!s %'e angular 7ara#e%ers use in %'e #o el" 'e +ollo!ing e+ini%ions are use :1
& .1 an%enna array orien%a%ion, e+ine as %'e angle /e%!een %'e /roa si e o+& .1 array an %'e a/solu%e (or%' ?( re+erence irec%ion"
1 .o +or $ & /e%!een & .1 an & .2 !i%' res7ec% %o & .1 /roa si e"
,o*n , .o +or clus%er n !i%' res7ec% %o & .1 /roa si e"2 & .2 an%enna array orien%a%ion, e+ine as %'e angle /e%!een %'e /roa si e o+
& .2 array an %'e a/solu%e (or%' ?( re+erence irec%ion"2 .o. +or $ & /e%!een & .1 an & .2 !i%' res7ec% %o & .2 /roa si e"
,o,n , .o. +or clus%er n !i%' res7ec% %o & .2 /roa si e"
'e angles s'o!n in >igure 2 %'a% are #easure in a clock!ise irec%ion are assu#e %o /enega%ive in value"
?(o%es: $ & 7a%' is +ine o%%e line /e%!een %'e cen%ers o+ %'e an%enna arrays;%'e +igure is only +or illus%ra%ion o+ %'e angular values in %'e #o el"
>igure 2" & . angle 7ara#e%ers
8/12/2019 11-03-0940-04-000n-tgn-channel-models
16/49
May 2004 doc.: IEEE 802.11-03/940r 43
4.2 PA $a*e
'e angle o+ arrival s%a%is%ics !i%'in a clus%er !ere +oun %o closely #a%c' %'e $a7lacianis%ri/u%ion HC, ,10I
B2
21
@? = e p
?14
!'ere is %'e s%an ar evia%ion o+ %'e *.& ?!'ic' corres7on s %o %'e nu#erical value o+.& " 'e $a7lacian is%ri/u%ion is s'o!n in >ig" A2 ?a %y7ical si#ula%e is%ri/u%ion !i%'in a
clus%er, !i%' .& F A0o
"
>igure 2A2" E a#7le o+ a $a7lacian is%ri/u%ion, .& F A0 o"
4.3 Mean AoA 5Ao%7 o) Eac$ #l's&er
8/12/2019 11-03-0940-04-000n-tgn-channel-models
17/49
May 2004 doc.: IEEE 802.11-03/940r 43
8/12/2019 11-03-0940-04-000n-tgn-channel-models
18/49
May 2004 doc.: IEEE 802.11-03/940r 43
alcula%e r#s & o+ eac' clus%er, conver% %o values ?10log 10n, !'ere n is r#s elays7rea in nanosecon s "
>or eac' #o el, calcula%e %'e #ean r#s & an corres7on ing s%an ar evia%ion, d? "
e%er#ine %'e #ean clus%er .& in ?10log 10m, !'ere m is .& in egrees 7ro7or%ionally ?linear e7en ence %o %'e #ean clus%er r#s & values using %'e+ollo!ing +or#ula ?%'e resul%ing #ean .& is in %'e 20 o %o 40o range
GG"9A2"0 += *S ,S ??1
'e #o el- e7en en% clus%er & an .& can /e re7resen%e in %'e +ollo!ing +or#
xd *S *S += ? ?1D
/0 ,S ,S += ? ?1G !'ere x an are ero-#ean, uni%-variance 6aussian ran o# varia/les an d an are s%an ar evia%ions, res7ec%ively"
We +ur%'er assu#e %'a% = d , an %'a% %'e correla%ion coe++icien% /e%!een %'e6aussian ran o# varia/les x an is 0"D"
)sing %'e +ollo!ing +or#ula !e can e%er#ine , !i%' x kno!n
1 x / 21 += ?19
!'ere is %'e correla%ion coe++icien% an is an in e7en en% ero-#ean uni%-variance6aussian ran o# varia/le"
'e a/ove 7roce ure resul%s in a lo!er .& +or #o els !i%' lo!er r#s elay s7rea an larger.& +or #o els !i%' larger r#s elay s7rea " 'e resul%ing .& an & a% %'e receive si e ares'o!n in >ig" A4A +or all #o els an clus%ers" >or %'e %rans#i% si e, an in e7en en% se% o+ .&!as genera%e si#ilar %o %'e resul%s in >ig" A ?clus%er .& a% receiver oes no% 'ave %onecessarily #a%c' %'e clus%er .& a% %'e %rans#i%%er " >or %'e #o el . ?1 -?19 !ere no% usesince i% re7resen%s a one-%a7 +la% +a ing #o el !i%' %'e +ollo!ing selec%e values: & F 0,.o. F 4C o, .o F 4C o, an .& F 40 o a% /o%' %rans#i%%er an receiver"
Mo el Mean lus%er & ? &% " ev" lus%er & ?9"D49G 1" GD9
12"ACAC 0"2D D1 "AA92 0" ADA
E 1G"G9G1 0"A00D> 19"11DA 1"12 D
8/12/2019 11-03-0940-04-000n-tgn-channel-models
19/49
May 2004 doc.: IEEE 802.11-03/940r 43
a/le "
>igure A4A oes no% s'o! %'e #ean & an #ean .& ?a% %'e receiver o+ ?1 " 8a%'er, i%s'o!s %'e values e%er#ine using ?1D an ?1G , so %'e s'o!n 7oin%s !ere s%oc'as%ically
e%er#ine " .no%'er +igure coul /e a e !'ic' s'o!s %'e s%oc'as%ically- e%er#ine .& a% %'e%rans#i%%er, +or eac' clus%erNs & +or all %'e #o els ?.-> " (o%e %'a% %'e #ean & +or %'e%rans#i%%er is assu#e %o /e e ual %o %'e #ean & +or %'e receiver" .lso, %'e #ean .& +or %'e%rans#i%%er is assu#e %o /e e ual %o %'e #ean .& +or %'e receiver"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
20/49
May 2004 doc.: IEEE 802.11-03/940r 43
%'an %'a% a% esk%o7 'eig'%" >inally, %'e nu#/ers o+ clus%ers seen +ro# ceiling an esk%o7are 1"C an 2"A, res7ec%ively" 'ese nu#/ers #a%c' %'ose s7eci+ie in %'e #o els"
4. .2 Ele,a&ion A
E 7eri#en%ally, i% !as +oun %'a% %'e eleva%ion .& is signi+ican%ly s#aller %'an a i#u%' .&"'is is in%ui%ive since #os% /uil ing i#ensions in a i#u%' are consi era/ly larger %'a% %'ei#ensions in eleva%ion ?/uil ing 'eig'% "
8/12/2019 11-03-0940-04-000n-tgn-channel-models
21/49
May 2004 doc.: IEEE 802.11-03/940r 43
'e o77ler s7rea d f is e+ine as
o
d f = ?22
!'ere o is %'e environ#en%al s7ee e%er#ine +ro# #easure#en%s %'a% sa%is+y ?21 , an is %'e !aveleng%' e+ine /y
( f
(=
?2A!'ere ( is %'e lig'% s7ee an ( f is %'e carrier +re uency" 'e value +or o is 7ro7osee ual %o 1"2 k#B'" igure 4C" Q ellR s'a7e o77ler 7o!er s7ec%ru#"
#a4 f is %'e #a i#u# +re uency co#7onen% o+ %'e o77ler 7o!er s7ec%ru#"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
22/49
May 2004 doc.: IEEE 802.11-03/940r 43
>igure C " Measure o77ler 7o!er s7ec%ru# +or a single elay %a7 %oge%'er !i%'
%'e Q ellR s'a7e +i%%ing +unc%ion"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
23/49
May 2004 doc.: IEEE 802.11-03/940r 43
22
11
1@?
+
+
+
=
2p!)e
2p!)e
d f
f f 3
B
f f
,
f S ?24
!'ere 2p!)e f is e+ine as
1 f 2p!)e = ?2C
!'ere 1 is %'e s7ee o+ a ve'icle in a +ac%ory or ou% oor 'o%-s7o% environ#en%" 'e 7ro7ose value +or 1 is 40 k#B'" 'e s7ike is 7resen% a% 7osi%ive +re uencies only"*ara#e%er , is se% e ual %o 9, sa#e as %'e +or %'e Q ellR s'a7e o77ler s7ec%ru# ?21 " Bre7resen%s %'e ra%io /e%!een %'e s7ike 7eak an %'e #a i#u# o+ %'e ell &'a7e" B 'as /een
e%er#ine suc' %'a% %'e ri77le on %'e narro!/an c'annel res7onses using Mo el > is e ual%o 2-4 " 'e 7ro7ose value +or B is 0"C" 'e rea er s'oul no%e %'a% suc' ri77le e7en son %'e rela%ive 7o!er /e%!een %'e A r %a7 an %'e o%'er %a7s o+ Mo el > +or !'ic' si#7le ells'a7es a77ly" e%er#ines %'e s7ike /an !i %'" 'e /an !i %' is se% e ual %o 2p!)e f !'ere%'e a#7li%u e is 10 /elo! %'e s7ike 7eak" ig" D"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
24/49
May 2004 doc.: IEEE 802.11-03/940r 43
>igure D" E a#7le Q ellR s'a7e o77ler s7ec%ru# !i%' a o77ler co#7onen% ue %o a#oving ve'icle"
We no%e %'a% %'e o77ler s7ec%ru# can /e %runca%e si#ilarly %o %'e %runca%ion in &ec" 4"D"1
?C %i#es d f " >igure DG s'o!s narro!/an c'annel res7onses using Mo el >" 'e s7ike ue%o a #oving car causes a 2-4 signal varia%ion"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
25/49
May 2004 doc.: IEEE 802.11-03/940r 43
>igure DG" (arro!/an i#7ulse res7onses o+ a 2 2 M
8/12/2019 11-03-0940-04-000n-tgn-channel-models
26/49
May 2004 doc.: IEEE 802.11-03/940r 43
!'ere
? g % 'e #o ula%ing +unc%ion
l , 8ela%ive 'ar#onic a#7li%u es
m f 'e #ain . +re uency
l . series o+ i"i" " 7'ase 8VNs S H0,24 % i#e
We 'ave c'osen %o #o el %'e +un a#en%al %one an 2 o 'ar#onics ?100 3 , A00 3 , C003 in %'e Euro7ean case , as %'is see#s %o /e a goo enoug' a77ro i#a%ion o+ %'e #o ula%ingsignal" 'e sugges%e a#7li%u es l , are as +ollo!s:
#oe))icien& al'e =d6>
0 , 0
1 , -1C
2 , -20
'e in%er+erer %o carrier energy ra%io is selec%e using %'e +ollo!ing ran o# varia/le:
2 X = ?2G
!'ere2S ?0"020A,0"010D X 6 ?29
W'erein %'e +irs% +igure is %'e #ean o+ %'e 6aussian, an %'e secon is %'e variance ?%'es%an ar evia%ion s uare " >igureG9 s'o!s %'e > o+ %'e #o ele
8/12/2019 11-03-0940-04-000n-tgn-channel-models
27/49
May 2004 doc.: IEEE 802.11-03/940r 43
>igure G9" > o+ #o ele
8/12/2019 11-03-0940-04-000n-tgn-channel-models
28/49
May 2004 doc.: IEEE 802.11-03/940r 43
4.8 An&ennas ?i&$ %i))eren& Polari a&ions
'e cross-7olari a%ion iscri#ina%ion ?T* is e+ine as %'e ra%io o+ %'e #ean 7o!erreceive /y an an%enna !i%' e ual 7olari a%ion orien%a%ion as %'e %rans#i% an%enna %o %'e #ean
7o!er receive /y an an%enna !i%' cross 7olari a%ion orien%a%ion %o %'e %rans#i% an%enna"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
29/49
8/12/2019 11-03-0940-04-000n-tgn-channel-models
30/49
May 2004 doc.: IEEE 802.11-03/940r 43
>igure 910 s'o!s cu#ula%ive is%ri/u%ion +unc%ions ? >s o+ narro!/an ca7aci%y +orMo els .-> inclu ing i"i" " case ?c'annel #a%ri ele#en%s are i"i" ", ero-#ean uni%-varianceco#7le 6aussian ran o# varia/les assu#ing $ F 10 , 2000 c'annel reali a%ions, an 4 4M
8/12/2019 11-03-0940-04-000n-tgn-channel-models
31/49
May 2004 doc.: IEEE 802.11-03/940r 43
E 9"A GC> 10"4 9C
i"i" " 10"9 100
a/le
8/12/2019 11-03-0940-04-000n-tgn-channel-models
32/49
May 2004 doc.: IEEE 802.11-03/940r 43
A**endi A Po?er roll-o)) *ara e&er e &rac&ion
'e o/=ec%ive o+ %'is .77en i is %o escri/e a #e%'o %o e %en %'e &ingle-
8/12/2019 11-03-0940-04-000n-tgn-channel-models
33/49
May 2004 doc.: IEEE 802.11-03/940r 43
&%e7 2: E %en %'e clus%er
>ollo!ing %'e 7o!er roll-o++ la! +oun in &%e7 1, e %en %'e 7o!er roll-o++ a% %a7s s7ace!i%' %'e sa#e se7ara%ion as %'e one %'a% %'e original clus%er 'a " We s%o7 in%ro ucing %'esee %en e %a7s !'en %'eir 7o!er !oul /e lo!er %'an %'e lo!es% allo!a/le %a7 7o!er +or %'a%
7ro+ile" 'e original %a7s re#ain unal%ere an %'e e %ensions are s'o!n !i%' %'in s'a earro!s"
&%e7 A:
8/12/2019 11-03-0940-04-000n-tgn-channel-models
34/49
May 2004 doc.: IEEE 802.11-03/940r 43
i 're A1: ri inal odel
i 're A2: &e* 1 5leas& sB'ares )i&7 )or cl's&er 1
.o.2 .o. A.o. 1
.o. 1
8/12/2019 11-03-0940-04-000n-tgn-channel-models
35/49
May 2004 doc.: IEEE 802.11-03/940r 43
i 're A3: &e* 2 5&a* e &ension7 )or cl's&er 1
i 're A4: &e* 3 5ener y in&e ra&ion7 )or cl's&er 1
i 're A : &e* 4 5ener y s'(&rac&ion7 )or cl's&er 2
(o% consi ere /ecause lo!er %'an #ini#u#%a7 7o!er
Mini '&a* *o?er
I
8/12/2019 11-03-0940-04-000n-tgn-channel-models
36/49
May 2004 doc.: IEEE 802.11-03/940r 43
i 're A;: &e* 1 5leas& sB'ares )i&7 )or cl's&er 2
i 're A
8/12/2019 11-03-0940-04-000n-tgn-channel-models
37/49
May 2004 doc.: IEEE 802.11-03/940r 43
i 're A8: &e* 3 5ener y in&e ra&ion7 )or cl's&er 2
i 're A9: &e* 4 5ener y s'(&rac&ion7 )or cl's&er 3
i 're A10: &e* 1 5leas& sB'ares )i&7 )or cl's&er 3
<
8/12/2019 11-03-0940-04-000n-tgn-channel-models
38/49
May 2004 doc.: IEEE 802.11-03/940r43A**endi # Model A 5 *&ional Model7
!a*inde 1
E cessdelay=ns>
0
Po?er=d6> 0
.o. AoA=C>
4C
.&?receiver
A=C> 40
.o Ao%=C> 4C
.&?%rans#i%%er
A=C>
40
&u/#ission 7age AG Vinko Erceg, Zyray Wireless; e% al"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
39/49
May 2004 doc.: IEEE 802.11-03/940r43A**endi # Model 6
!a*inde 1 2 3 4 ; < 8 9
E cessdelay=ns>
0 10 20 30 40 0 ;0 0 -C"4 -10"G -1 "2 -21"D
.o. AoA=C>
4"A 4"A 4"A 4"A 4"A
.&?receiver
A=C> 14"4 14"4 14"4 14"4 14"4
.o Ao%=C> 22C"1 22C"1 22C"1 22C"1 22C"1
.&?%rans#i%%er
A=C>
14"4 14"4 14"4 14"4 14"4
lus%er 2 Po?er=d6> -A"2 - "A -9"4 -12"C -1C" -1G"D -21"G
.o. AoA=C>
11G"4 11G"4 11G"4 11G"4 11G"4 11G"4 11G"4
.& A=C> 2C"2 2C"2 2C"2 2C"2 2C"2 2C"2 2C"2
.o Ao%=C> 10 "C 10 "C 10 "C 10 "C 10 "C 10 "C 10 "C
.& A=C> 2C"4 2C"4 2C"4 2C"4 2C"4 2C"4 2C"4
&u/#ission 7age A9 Vinko Erceg, Zyray Wireless; e% al"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
40/49
May 2004 doc.: IEEE 802.11-03/940r43A**endi # Model #
!a*inde 1 2 3 4 ; < 8 9 10 11 12 13 14
E cessdelay=ns>
0 10 20 30 40 0 ;0
8/12/2019 11-03-0940-04-000n-tgn-channel-models
41/49
May 2004 doc.: IEEE 802.11-03/940r43
!a*inde 1 2 3 4 ; < 8 9 10 11 12 13 14 1 1; 1< 18
E cessdelay=ns>
0 10 20 30 40 0 ;0
A20"2 A20"2 A20"2 A20"2 A20"2 A20"2 A20"2
.& A=C> A1"4 A1"4 A1"4 A1"4 A1"4 A1"4 A1"4
.o Ao%=C>
49"A 49"A 49"A 49"A 49"A 49"A 49"A
.& A=C> A2"1 A2"1 A2"1 A2"1 A2"1 A2"1 A2"1
lus%er A Po?er=d6>
-1G"G -2A"2 -2C"2 -2 "D
.o. AoA=C> 2D "1 2D "1 2D "1 2D "1
.& A=C> AD"4 AD"4 AD"4 AD"4
.o Ao%=C>
2DC"9 2DC"9 2DC"9 2DC"9
.& A=C> A "G A "G A "G A "G
&u/#ission 7age 41 Vinko Erceg, Zyray Wireless; e% al"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
42/49
May 2004 doc.: IEEE 802.11-03/940r43A**endi # - Model E 51/27
!a*inde 1 2 3 4 ; < 8 9 10 11 12 13 14 1 1; 1< 18
E cessdelay=ns>
0 10 20 30 0 80 110 140 180 230 280 330 380 430 490 ;0 ;40 -2" -A"0 -A"C -A"9 -4"C -C" - "9 -G"2 -9"G -11"D -1A"9 -1 "1 -1G"A -20"C -22"9
.o. AoA=C>
1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D 1 A"D
.&?receive
A=C> AC"G AC"G AC"G AC"G AC"G AC"G AC"G AC"G AC"G AC"G AC"G AC"G AC"G AC"G AC"G
.o Ao%=C> 10C" 10C" 10C" 10C" 10C" 10C" 10C" 10C" 10C" 10C" 10C" 10C" 10C" 10C" 10C"
.&?%rans#i%
A=C>
A "1 A "1 A "1 A "1 A "1 A "1 A "1 A "1 A "1 A "1 A "1 A "1 A "1 A "1 A "1
lus%er 2 Po?er=d6> -1"G -A"2 -4"C -C"G -D"1 -9"9 -10"A -14"A -14"D -1G"D -19"9 -22"4
.o. AoA=C>
2C1"G 2C1"G 2C1"G 2C1"G 2C1"G 2C1"G 2C1"G 2C1"G 2C1"G 2C1"G 2C1"G 2C1"G
.& A=C> 41" 41" 41" 41" 41" 41" 41" 41" 41" 41" 41" 41"
.o Ao%=C> 29A"1 29A"1 29A"1 29A"1 29A"1 29A"1 29A"1 29A"1 29A"1 29A"1 29A"1 29A"1
.& A=C> 42"C 42"C 42"C 42"C 42"C 42"C 42"C 42"C 42"C 42"C 42"C 42"C
&u/#ission 7age 42 Vinko Erceg, Zyray Wireless; e% al"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
43/49
May 2004 doc.: IEEE 802.11-03/940r43A**endi # - Model E 52/27
lus%er A Po?er=d6> -D"9 -9" -14"2 -1A"G -1G" -1G"1 -22"G
.o. AoA=C> G0"0 G0"0 G0"0 G0"0 G0"0 G0"0 G0"0
.& A=C>
AD"4 AD"4 AD"4 AD"4 AD"4 AD"4 AD"4
.o Ao%=C> 1"9 1"9 1"9 1"9 1"9 1"9 1"9
.& A=C>
AG"0 AG"0 AG"0 AG"0 AG"0 AG"0 AG"0
lus%er 4 Po?er=d6> -20" -20"C -20"D -24"
.o. AoA=C> 1G2"0 1G2"0 1G2"0 1G2"0
.& A=C>
40"A 40"A 40"A 40"A
.o Ao%=C> 2DC"D 2DC"D 2DC"D 2DC"D
.& A=C>
AG"D AG"D AG"D AG"D
&u/#ission 7age 4A Vinko Erceg, Zyray Wireless; e% al"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
44/49
8/12/2019 11-03-0940-04-000n-tgn-channel-models
45/49
May 2004 doc.: IEEE 802.11-03/940r43A**endi # Model 52/27
lus%er 4 Po?er=d6> -G"G -1A"A -1G"D
.o. AoA=C> 2C1"C 2C1"C 2C1"C
.& A=C>
2G" 2G" 2G"
.o Ao%=C> 112"C 112"C 112"C
.& A=C>
2D"2 2D"2 2D"2
lus%er C Po?er=d6> -12"9 -14"2
.o. AoA=C> G"C G"C
.& A=C>
A0"D A0"D
.o Ao%=C> 291"0 291"0
.& A=C>
AA"0 AA"0
lus%er Po?er=d6> -1 "A -21"2
.o. AoA=C> 24 "2 24 "2
.& A=C>
AG"2 AG"2
.o Ao%=C> 2"A 2"A
.& A=C>
AG"0 AG"0
&u/#ission 7age 4C Vinko Erceg, Zyray Wireless; e% al"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
46/49
May 2004 doc.: IEEE 802.11-03/940r43
+e)erences
H1I 6"J" >osc'ini an M"J" 6ans, Q n %'e li#i%s o+ !ireless co##unica%ions in a +a ingenviron#en% !'en using #ul%i7le an%ennas,R !$ele22 Pe$2on l omm8n! %!on2, vol" ,
Marc' 199G, 77" A11-AAC"
H2I J" Me /o an *" &c'ra##, Q 'annel #o els +or 3
8/12/2019 11-03-0940-04-000n-tgn-channel-models
47/49
May 2004 doc.: IEEE 802.11-03/940r43
H12I *" yri%si an " " o , Q orrela%ion 7ro7er%ies o+ Mis'er, an W" Wies/eck, Q. s%oc'as%ic #ul%i7a%' c'annel #o elinclu ing 7a%' irec%ions +or in oor environ#en%s,R ; Sele %; ,$e 2 omm8n", vol"20, no" , .ug" 2002, 77" 11DG-1192"
H19I J" &al an J"3" Win%ers, QE++ec% o+ +a ing correla%ion on a a7%ive arrays in igi%al#o/ile ra io,R #$ n2; "e.; #e .nol ", vol" 4A, (ov" 1994, 77" 1049-10CD"
H20I $" &c'u#ac'er, "
8/12/2019 11-03-0940-04-000n-tgn-channel-models
48/49
May 2004 doc.: IEEE 802.11-03/940r43
H24I "" >re eriksen, an *"E" Mogensen, Q*olari a%ioniversi%y in Mluorescen% lig'% in%erac%ion !i%' 7ersonal co##unica%ionsignals,R #$ n2; on omm8n; , vol" 4A, no" 2BAB4, >e/BMarB.7r 199C"
&u/#ission 7age 4G Vinko Erceg, Zyray Wireless; e% al"
8/12/2019 11-03-0940-04-000n-tgn-channel-models
49/49
May 2004 doc.: IEEE 802.11-03/940r43
HAGI )& ensus eauro, Q>luorescen% la#7 /allas%s: >irs% uar%er 200A,R May 200A, anQ>luorescen% la#7 /allas%s: &u##ary 199D,R June 199G, 8e7or% (o" M AACc"
HA9I " $i, M" 3o, V" Erceg, ." Jangann%'a#, (" al, QG02"11n c'annel #o elvali a%ion,R G02"11-0ABG94r1, 11-0A-0G94-01-000n-G02-11n-c'annel-#o el-
vali a%ion"7 +, (ov" 200A"
H40I " $i, J" $ung, " 'eung, " *re%%ie, QEleva%ion e++ec% on M