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    HC VIN CNG NGH BU CHNH VIN THNG

    C S THNH PH H CH MINH

    -----------oOo----------

    LUN VN TT NGHIP I HCNgnh: in t-Vin Thng H: Chnh quy

    Nin kha: 2003-2008

    ti:

    T!M HI"U H THNG MIMO-

    #NT$NN#!" #$% &'()*''+')'

    GI,O VIN H.NG /0N % /NG HI"N THUN

    SINH VIN TH1C HIN % NGU2N TH3 C4M /UNGM5 SINH VIN % &'()*'')&

    L.P % '(VT#)

    N%! : 200&

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    L6I C,M N

    Sau mt thi gian tm hiu v nghin cu, cui cng lun vncng hon thnh.

    hon thnh lun vn n !m "in ch#n thnh c$m %n c$cth& c' ()c vi*n c'ng ngh* +u -hnh /i0n 1h'ng n2i chung vc$c th& c' t3ng gi4ng 56 l78 9:/1;< n2i =ing t6o m)ii>u ?i*n v cung c@8 nhi>u ?iAn thc BC ch !m c2 th honthnh Dc lun vn n.

    Ec Bi*t, !m "in c$m %n th& F%ng (in 1hun tn tnhh7ng 5Gn v giH8 I !m mt c$ch nhi*t tnh nh@t. Jin ch#n thnhc$m %n th&.

    Kgoi =a, "in gLi li c$m %n An t@t c4 B6n BM cNa t'i giH8I, Nng h t'i hAt mnh.

    / h%n hAt, con "in gLi li c$m %n O#u OPc An Ba mQ, gianh ng vin con t=ong Out thi gian v3a Rua.

    ( -h Tinh,

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    L6I M 7U

    Kg na, c'ng ngh* vi0n th'ng t=L thnh mt 8h&n =@t Ruan t=)ng t=ong cuc

    Ong, c$c h* thng th'ng tin v' tuAn mL =a mt chi>u h7ng m7i v> 8h%ng ti*nlin l6c. -on ngi c2 th lin l6c v7i nhau t6i m)i n%i, m)i lHc. -$c h* thng 5i ngthA h* th W, th : c2 th cung c@8 tc 5Z li*u t3 [,\ ?B8O An W TB8O. ]&n #,c$c m6ng ^;K v' tuAn th!o chuYn _``` 9W.n th'ng t6i tc ?ho4ng b TB8O. 1=ong mi nm t7i, 5ung lDng cNa nhZng c'ng ngh* n c2 th Od6t t7i

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    Ch'(ng 2:H th$ng !!.

    1=nh B mt c$ch tCng Ruan v> h* thng T_Tj Bao gm 8h#n tch hi*unng cNa h* thng T_Tj v7i lka ch)n ant!n th@ Dc lDi ch cNa lkach)n ant!n, c$c u c&u i v7i m' hnh ?nh, ?nh v 8h#n lo6i chHng,

    "# 5kng m' hnh ?nh T_Tj thng ?.

    Ch'(ng 3: /a 1hn !!. ant,n

    1=nh B thut to$n tnh g&n Hng ngGu nhin =i =6c v7i gi4 thiAt ?nhtka twnh lka ch)n t8 con ant!n tt nh@t O 5ng c$c tiu chuYn nhth'ng tin t%ng hq ti a, te l* lqi t thiu,...x t=nh B c$c thut to$n lkach)n ant!n thch ng O 5ng ?ch th7c B7c c Xnh hoEc ?ch th7c

    B7c thch ng, ?hi ?nh T_Tj BiAn thin th!o thi gian.

    Ch'(ng : Ch'(ng t45nh 6 7hng

    -h%ng n "# 5kng m' hnh m' 8hyng tnh to$n 5ung lDng cNa h*thng T_Tj Bng c$ch c@8 8h$t c'ng Ou@t th!o 8h%ng 8h$8 zat!=rilling.

    Dc Ok Ruan t#m, giH8 I v ch{ B4o tn tnh t=ong nghin cu cNa th& F%ng(in 1hun v ?iAn 2ng g28 cNa c$c th& c' gi$o t=ong B m'n v' tuAn cng v7iOk nq lkc cNa B4n th#n, lun vn Dc hon thnh v7i ni 5ung Dc giao L mc v

    8h6m vi nh@t Xnh. 1u nhin 5o t=nh v thi gian c2 h6n, lun vn chPc chPn

    ?h'ng t=$nh ?hyi nhZng Oai O2t. @t mong Dc Ok ch{ 5Gn cNa c$c th& c' gi$o cngnh ?iAn 2ng g28 cNa c$c B6n BM. Tt l&n nZa !m "in ch#n thnh c$m %n t@t c4th& c', gia nh v B6n BM giH8 !m hon thnh lun vn n.

    1hnh 8h ( -h Tinh

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    M8C L8C-$c t3 viAt tPt................................................................................................................:

    -(|}K] _ 1~K] ;K / ;K1`K.....................................................................b

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    W...^ka ch)n ?At hD8 thu8h$t...........................................................................WU

    W.b.Ec tnh cNa tiu chuYn lka ch)n ant!n. W.......................................................W

    W.b.

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    M9: ;9: ?h'ng

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    -h%ng _ 1Cng Ruan v> ant!n

    CHNG I% TFNG U#N V #NT$N

    )) SJ ;K: >@>

    )))

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    -h%ng _ 1Cng Ruan v> ant!n

    H=>< ) )% BY: Z @A R_@ >@>

    h&n nng lDng i*n t3 tho$t =a ?hyi ngun v t=u>n i t=ong ?h'ng gian g)i lnng lDng Bc "6.

    )( TWK`>] XY: Z :a bc>] ^Q> d bc>] @A @Wo>] e] ]> @g bo

    Jt ngun Bc "6 c2 th tch /, mt 5ng ?ch thch l v . 1=ng cNa

    5ng n Dc "$c Xnh Rua v!cto= thA .

    i?=!,m !,m

    /

    < !; 5/

    =

    =

    ur r

    f

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    -h%ng _ 1Cng Ruan v> ant!n

    V Ti>n g&n l mi>n ?h'ng gian Bao Ruanh h* thng 5ng,c2 B$n ?nh = ?h$ nhy

    f=. shi 2W

    Vi?=! n g&n cnDc g)i l mi>n c4m c4m ng 5o n2 ch{ mang tnh ch@t cNa t=ng c4m ng.

    V Ti>n "a l mi>n ?h'ng gian Bao Ruanh h* thng 5ng c2 B$n ?nh = ?h$ l7nf=. shi 2 ?h'ng th By Rua Ok chm 8ha cNa t=ng L im ?h4o O$t. Ti>n "acn Dc g)i l mi>n O2ng ha mi>n Bc "6 v n2 c2 Ec tnh lan t=u>n O2ng.

    1a c2

    r R =

    W W

    W coOr R R = + f

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    -h%ng _ 1Cng Ruan v> ant!n

    ( ) ( )i?

    ! ! m

    i? !` ] ] ] i

    = +

    ur ur ur ur r

    f

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    -h%ng _ 1Cng Ruan v> ant!n

    f

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    -h%ng _ 1Cng Ruan v> ant!n

    =ng cNa thX 8h%ng h7ng th!o mc ?h'ng l g2c giZa W h7ng m th!o2 cng t=ng Bc "6 BPt &u gi4m An ?h'ng.

    m 9

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    -h%ng _ 1Cng Ruan v> ant!n

    1=ong <

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    -h%ng _ 1Cng Ruan v> ant!n

    ma" W

    W

    9 9

    f , Oinm

    D

    F d d

    =

    fq] i:

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    -h%ng _ 1Cng Ruan v> ant!n

    8hi hD8 v7i t=L ?h$ng S . -'ng Ou@t ckc 6i c2 th ch{ Dc t=u>n i nAu t=L ?h$ngcNa m$ 8h$t l lin hD8 8hc v7i t=L ?h$ng ant!n v ngDc l6i. Fo 2, i>u ?i*n c2th 8hi hD8 Dc l

    inO

    1=ong 2 ininJin

    SSJS

    KAu ?h'ng $8 ng Dc i>u ?i*n t=n, th mt 8h&n c'ng Ou@t Od BX 8h4n "6ngDc t=L l6i v i>u n 5Gn An Ok "u@t hi*n cNa O2ng ng, n2 c2 th Dc Biu thX

    Bng th'ng O g)i l t{ O O2ng ng /S.

    f@> q>@> byxs;==a ant!n l lo6i ant!n gm hai ha nhi>u ant!n ?At hD8 v7i nhau thnh mt ngun

    t6o =a mt ?iu Bc "6 th!o h7ng =ing no 2. Ti lin h* ?h'ng gian cNa c$cthnh 8h&n ant!n =ing Bi*t g28 8h&n t6o nn tnh Xnh h7ng cNa ant!n.

    Kg =a cNa ant!n 5 l Ok ?At hD8 chnh "$c ng =a cNa t3ng ant!n thnh 8h&n n.;nt!n 5 c2 ?h4 nng =Ht =a Dc tn hi*u c&n thiAt t3 t@t c4 c$c tn hi*u nhn Dccho 5 c$c tn hi*u n cng chiAm mt Bng t&n. +ng c$ch tha Ci 8ha v Bin cNa BH8 chnh vhoEc 5ng ?ch thch t=ong mqi ngun t ant!n, ant!n 5 c2 thRut mt c$ch nhanh ch2ng BH8 chnh vhoEc B t= null L B@t c h7ng no. -$cngun t c2 c$c ?hYu t=ong ?h'ng gian, Rua 2 chHng th!o 5i c$c tn hi*u ?h'ng

    gian thi gian. (* thng ant!n 5 c2 ?h4 nng thch ng mt c$ch tch ckc 5ka t=nOk ?At hD8 c$c tn hi*u c2 t6i ant!n c4i thi*n ch@t lDng h* thng.

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    -h%ng _ 1Cng Ruan v> ant!n

    (* thng T_Tj l h* thng O 5ng a==a ant!n L c4 m$ 8h$t v m$ thu.

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    -h%ng__ (* thng T_Tj

    CHNG II% H THNG MIMO

    ) Mf < ] {>

    1=ong lin l6c v' tuAn, ?hi tn hi*u t=u>n t3 m$ 8h$t An m$ thu Od i Rua =@tnhi>u ng. Tqi ng c2 mt 8ha, mt t=0, c2 Bin tn hi*u, c2 BiAn thinthi gian ?h$c nhau. -hnh Ok ?h$c nhau n lm gi4m ch@t lDng h* thng, cn g)i lra5ing.

    Tt 8h%ng 8h$8 hi*u Ru4 c4i thi*n tin c l O 5ng nhi>u ant!n L c4&u thu v &u 8h$t. Tt h* thng gm nhi>u ant!n nh thA g)i l h* thng T_Tj

    fmultiVin8ut multiVout8ut. (* thng n Dc nghin cu th'ng Rua c$c m' 8hyngcNa m$ tnh BPt &u t3 nhZng nm 9, Oau 2 h* thng n Dc nhi>u ngi Ruant#m v 8h#n tch = h%n. T_Tj Dc O 5ng t=ong h* thng :] v Dc chuYn ho$thnh tiu chuYn _``` 9W.u ant!n thu Dc lDi 8h#n t8 cao. 1h hai, O 5ng nhi>u ant!n t=u>nnhi>u 5ng 5Z li*u Oong Oong Od tng 5ung lDng h* thng.

    S 5ng h* thng T_Tj c2 th 6t Dc : lDi ch, 2 l t6o BH8, 8h#n t8 ?h'nggian v a hD8 ?h'ng gian.< )% C?: ; i:< :a MIMO

    +ng c$ch t6o BH8, c$c ?iu Bc "6 ant!n 8h$t v thu c2 th t8 t=ung th!o mth7ng =ing. -$c tn hi*u t3 c$c ant!n 8h$t v thu c2 t%ng Ruan cng cao th

    hi*u Ru4 t6o BH8 cng tt.

    shi c$c tn hi*u Dc t=u>n t3 nhi>u h7ng ?h$c nhau t=ong ?h'ng gian Od t6o

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    -h%ng__ (* thng T_Tj

    nn Ok 8h#n t8 ?h'ng gian, 8h#n t8 ?h'ng gian Od tng tin c cNa ?nh v' tuAn.i v7i mt ?nh T_Tj t=Png, c2 nghwa l c$c tn hi*u hon ton ?h'ng t%ng Ruan,h* O 8h#n t8 BX gi7i h6n BLi O ant!n 8h$t v thu. Sk t%ng Ruan ?h'ng gian cNa c$ctn hi*u Od gi4m h* O 8h#n t8 v 5o 2 # l mt Ec im ?nh Ruan t=)ng.

    -$c ?nh T_Tj c2 th hq t=D c$c lung 5Z li*u Oong Oong Bng c$ch 8h$t v thut=n c$c B l)c ?h'ng gian t=kc giao fa hD8 ?h'ng gian. S c$c lung Dc gh8?nh 8h thuc vo h6ng cNa ma t=n ?nh tc thi (, ma t=n n 8h thuc vo c$cEc tnh ?h'ng gian cNa m'i t=ng v' tuAn. lDi gh8 ?nh ?h'ng gian c2 th

    Bng min fK1, K t=ong m'i t=ng t$n "6 N l7n.

    H=>< % |>< f @xD> MIMO

    16o BH8, 8h#n t8, v gh8 ?nh ?h'ng gian l c$c ? thut c6nh t=anh v7i nhau. nu Bt vai t= cNa ?nh t=u>n 5Gn, Ok c#n Bng giZa t6o BH8, 8h#n t8 v gh8?nh ?h'ng gian c2 th Dc 8h#n tch thnh c$c c#n Bng lIng 8h#n fhnh W.W.

    ) ^pR d >] ;K>]%

    Fo O 5ng nhi>u ant!n L c4 &u 8h$t v &u thu nn ?hi t=u>n tn hi*u ta c2 tht=u>n nhi>u ng 5Z li*u Oong Oong, chnh v thA m 5ung lDng h* thng Dc c4ithi*n.

    C]%

    /7i ?w thut " l ?h'ng gian th nhi0u L &u thu c2 th gi4m m6nh h%n Oo v7it=ng hD8 h* thng ch{ c2 mt ant!n thu.

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    -h%ng__ (* thng T_Tj

    /7i ?w thut t6o BH8, tn hi*u Dc t=u>n i th!o h7ng mong mun 5o 2 c'ngOu@t 8h$t ch{ t8 t=ung vo h7ng mong mun, chnh v thA c2 th gi4m c'ng Ou@t 8h$tcNa c$c thiAt BX.

    Tt 8h%ng 8h$8 hi*u Ru4 chng ra5ing l 8h#n t8. -$c ?w thut 8h#n t8gm 8h#n t8 ?h'ng gian, t&n O v thi gian. h#n t8 ?h'ng gian 8hC BiAn t=ongt=u>n th'ng vi Ba, v' tuAn v Dc chia lm W lo6i 8h#n t8 8h$t v 8h#n t8 thu.

    9hn t;7 thu: Dc O 5ng t=ong c$c ?nh c2 nhi>u ant!n t6i m$ thu. ]i4 thiAtc$c tn hi*u thu Au 5&n c l8 v Dc ?At hD8 t6i m$ thu Oao cho tn hi*u thu Dcc2 ra5ing gi4m $ng ?. h#n t8 thu Dc Ec t=ng ho$ BLi O nh$nh ra5ing c l8v n2 Bng O ant!n thu.

    9hn t;7 7hu ant!n 8h$t v

    h* O 8h#n t8 Bng O ant!n 8h$t, Ec Bi*t nAu c$c ant!n 8h$t Dc Et N c$ch "anhau. 1h'ng tin Dc " l t6i m$ 8h$t v Oau 2 t=u>n t=n nhi>u ant!n 8h$t.

    1=ong t=ng hD8 nhi>u ant!n L c4 &u 8h$t v &u thu th vi*c O 5ng 8h#n t8u c&u ?At hD8 8h#n t8 8h$t v 8h#n t8 thu. (* O 8h#n t8 BX gi7i h6n BLi tch cNaO ant!n 8h$t v thu.

    W.u ant!n 5Gn An 8hc t68 l7n,th tch v gi$ thnh 8h&n cng l7n h%n Oo v7i h* thng S_Sj.

    S 5ng cng nhi>u ant!n th ta cng thu Dc lDi 5o t6o BH8 v 8h#n t8 cngl7n. 1u nhin ?hi O 5ng nhi>u ant!n nh thA th th tch cNa c$c thiAt BX l7n fv OlDng ant!n v3a nhi>u v3a 8h4i 4m B4o ?ho4ng c$ch giZa c$c ant!n c$c ?nh?h'ng t%ng Ruan nhau t=ong ?hi u c&u i*n tho6i 5i ng cng ng cng nhy.

    )( C?: ;o R?x @]

    t=u>n th'ng tin th c2 nhi>u 8h%ng 8h$8 t=u>n 5Gn ?h$c nhau v nhi>u lo6im$ thu Dc $8 5ng. -hHng Dc O 5ng 8h thuc vo vi*c BiAt c$c tham O ?nhT_Tj tc thi t6i m$ 8h$t. KAu th'ng tin t=6ng th$i ?nh f-S_ ?h'ng Dc BiAt t6im$ 8h$t, th a hD8 ?h'ng gian fO8atial Tulti8l!"ingVST hoEc m ho$ thi gianV?h'ng gian fO8ac!Vtim! co5ingVS1- c2 th Dc O 5ng cho t=u>n 5Gn. KAu m$

    8h$t c2 -S_, t6o BH8 Dc O 5ng 8h$t mt lung 5Z li*u %n Rua lin ?At v'tuAn. 1h!o 2, hi*u Ru4 8hC v tnh linh ho6t cNa h* thng c2 th Dc c4i tiAn. 1ht?h2 RuAt Xnh 8h%ng 8h$8 t=u>n 5Gn no l tt nh@t. -2 th ?At lun =ng vi*clka ch)n m' hnh t=u>n 5Gn 8h thuc vo tc Bit, 8hc t68 cNa h* thng, v

    tin c. S1- c2 8hc t68 th@8 v c2 th 8h#n t8 cao nhng tc Bit BX h6n

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    -h%ng__ (* thng T_Tj

    chA. ST cung c@8 tc Bit cao, nhng tin c th@8. 16o BH8 ?hai th$c lDi 5nl7n, nhng n2 u c&u c2 -S_.

    1=ong h&u hAt c$c t=ng hD8, 8hc t68 cNa " l tn hi*u t6i m$ 8h$t l =@t

    th@8 v 8h&n chnh cNa " l tn hi*u Dc thkc hi*n t6i m$ thu. T$ thu 8h4i l@ l6ic$c OmBol 8h$t t3 c$c OmBol thu hqn t68. Tt O B thu Dc $8 5ng l

    M?x @] ]>] :g: ^ qMLs% T^ 6t Dc hi*u Ou@t h* thng ttnh@t f6t Dc 8h#n t8 ti a v te O lqi Bt f+` th@8 nh@t, nhng u c&u thutto$n t$ch O2ng 8hc t68 nh@t. T$ thu T^ tnh m)i tn hi*u thu ?h'ng c2 nhi0u Bngc$ch t=u>n m)i tn hi*u 8h$t BLi ma t=n t=u>n 6t ?nh T_Tj BiAt. Sau 2 n2tm tn hi*u Dc tnh th!o u im ti thiu ho$ ?ho4ng c$ch }clit cho tn hi*u thut=n thkc tA. -hH =ng Ru$ t=nh t$ch O2ng m' t4 L t=n

    C?: R?x @]% -$c m$ thu p v TTS` thuc vo nh2m c$c m$thu l tLng.

    ! v' hi*u ho$ hon ton 4nh hLng cNa c$c tn hi*u An t3 c$cant!n 8h$t ?h$c v t$ch O2ng =ing =d m)i lung 5Z li*u. KhDc im cNa m$ thu nl 5o lo6i By 4nh hLng cNa c$c tn hi*u An t3 c$c ant!n 8h$t ?h$c, nhi0u cng c2 thtng m6nh v 5o 2 hi*u Ou@t gi4m m6nh. / " l =ing =d t3ng lung 5Z li*u, nn

    8hc t68 cNa thut to$n n th@8 h%n nhi>u m$ thu T^.

    ! ?h'ng 5ka vo chiAn lDc hi tiA8 RuAt Xnh. T$ thu n ho6t ngt%ng tk nh 8h%ng 8h$8 "o$ v a v> ?h'ng Dc O 5ng cho c$c B t$ch O2ng angi O 5ng hoEc c$c B c#n Bng hi tiA8 RuAt Xnh t=ong c$c ?nh ra5ing S_Sjlka ch)n t&n O. /> ngun l, t@t c4 c$c tn hi*u thu Dc c#n Bng th!o 8h%ng 8h$8p fa v> ?h'ng v Oau 2 tn hi*u c2 SK cao nh@t fc2 th 50 5ng tnh Dc ?hic2 th'ng tin cNa ?nh T_Tj Dc t$ch O2ng Bng RuAt Xnh l7i. SmBol t$ch O2ngDc gi4 thiAt l chnh "$c v 4nh hLng cNa n2 i v7i v!ct% OmBol thu Dc Byf"2a. (i*u Ou@t cNa m$ thu "o$ v a v> ?h'ng nhy h%n hi*u Ou@t cNa m$ thu T^

    v l7n h%n hi*u Ou@t cNa m$ thu tuAn tnh fp, TTS`.

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    -h%ng__ (* thng T_Tj

    HQ @] MIMO ;g : >@>

    ) Gk @

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    -h%ng__ (* thng T_Tj

    H=>< (% HQ @] MIMO ;g : >@>

    /i*c lka ch)n O ant!n L m$ thu, m$ 8h$t 5ka vo =@t nhi>u tiu chuYn. Tt Otiu chuYn Ruan t=)ng t=ong 2 l tiu chuYn lka ch)n ti u, tiu chuYn SK.

    2A2A2Aa Tiu 1huBn a 1hn t$i 'u

    1iu chuYn lka ch)n ti u, v> mEt 5ung lDng, gm c2 lka ch)n t8 con ant!nckc 6i ho$ 5ung lDng cNa ?nh ?At Ru4 H%.

    Fung lDng cNa ?nh Dc ch)n H%?hi 5ng c@8 8h$t c'ng Ou@t Bng nhau l

    ( ) ( )

    W, log 5!t RLT

    C H H H L

    rr

    = + % % %

    fW.W

    t=ong 2 5!tf. l Xnh thc cNa ma t=n v f. l chun vX lin hD8 cNa ma t=n,

    ^1, ^l O ant!n 8h$t v thu Dc ch)n, H%

    l ma t=n ?nh Bao gm c4 t{ O SK .Fung lDng cNa H%?hi O 5ng c@8 8h$t c'ng Ou@t Bng 8h%ng 8h$8 zat!= rilling 50

    5ng thu Dc t3 S/F cNa cNa H%.

    1iu chuYn lka ch)n n =@t ?h2 thkc hi*n v n2 u c&u BiAt ma t=n ?nh (.

    thu Dc th'ng tin t=6ng th$i ?nh f-S_, h* thng 8h4i 7c lDng T RN N ?nh

    S_Sj, n2 =@t 8hc t68 ?hi TN v RN l7n. (%n nZa, tiu chuYn lka ch)n n u c&u

    tnh 5ung lDng cNa t@t c4 t8 con ant!n ho6t ng.

    1u nhin, lka ch)n ti u 6t Dc hi*u Ou@t cao h%n Oo v7i hi*u Ou@t cNa tiuchuYn lka ch)n thiAt thkc h%n.

    2A2A2ADE Tiu 1huBn ?NFA

    ^ka ch)n ant!n c2 SK cao nh@t l mt tiu chuYn thiAt thkc. /> l thuAt, Ru

    t=nh n gm c2 lka ch)n c$c ct cNa ( c2 TL chuYn }clit cao nh@t v t6o thnh ma

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    ma t=n H%.

    1=ong Out Ru$ t=nh, B thu 50 5ng gi$m O$t SK t=n c$c ant!n thu. h&n cng%n gi4n nh B ch{ thX cng tn hi*u, cung c@8 th'ng tin n cho B thu m?h'ng u c&u " l Bng t&n gc. KAu cng tn hi*u Dc tnh t=ung Bnh Rua

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    mt O lDng l7n c$c OmBol T_Tj v c$c OmBol t=n c$c ant!n 8h$t c l8 nhau,

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    m$ 8h$t c2 th'ng tin -S_ & N l mt nhi*m v 8hc t68, Bao gm 7c lDng ?nht6i m$ thu v hi tiA8 -S_ t3 m$ thu t7i m$ 8h$t. Fo 2, t=ong c$c h* thng Oong

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    1=ong c$c h* thng Oong c'ng 8h#n chia th!o thi gian f1FF, ?nh mang tnh

    thun nghXch. T$ 8h$t c2 th thu th'ng tin t=n ?nh Rua Ok t=u>n 5Gn cNa mt cmhoa tiu ngDc chi>u nga l8 tc t=7c ?hi t=u>n 5Gn ?hung Ruan t=)ng. T$ 8h$t?h'ng u c&u BiAt & N -S_. SK t%ng ng v7i mqi ant!n 8h$t c2 th Dc "$cXnh Bng c$ch 5ng cng mt Ru t=nh 7c lDng nh cho m$ thu. 1=ong mt h*thng thkc tA, chnh "$c cNa vi*c 7c lDng BX gi7i h6n BLi chi>u 5i cNa cm hoatiu.

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    ( HQ @] MIMO [~ b9>] SV/

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    t=ong 2 *V l chun vX lin hD8 cNa /.

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    hnh thnh BLi ^ ct &u tin cNa / v , c th ( ),

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    ( ) ( )# ! HV$ n $ n= + = +%% % fW.:

    t=ong 2 ( ), ] ;K>] :a :?: e|>< MIMO k ;g : >@>

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    cNa BiAn ngGu nhin n c2 th Dc tnh nh Oau

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    P(/n t1& &(/n c4c 5&,-%ri6%ti,n di"ersit#7

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    W

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    u l&n Ruan O$t ?nh ging nhau fnghwa l O5ng 7c lDng ?nh ging nhau tnh mt O Ruan O$t cNa hm i tDng 57i c$cc@u hnh ant!n ?h$c nhau.

    T(> (%il ?At hD8 chEt chd c$c gi4i 8h$8 lka ch)n ant!n hoEc gi4m ?chth7c cNa c$c t=6ng th$i chun Ci c2 th "4 =a t=ong lung Ta=?ov.

    T(> b%l c$c gi4i 8h$8 lai 5ka vo Ok ?At hD8 cNa thut to$n :.< v " lth!o hng lo6t fv 5 tm ?iAm ton B 5ka t=n c$c 7c lDng ?nh hoEc c$c lkach)n.

    -huqi { }f n Dc t6o BLi thut to$n l mt chuqi Ta=?ov L ?h'ng gian t=6ng

    th$i . TEt ?h$c, 57i c$c i>u ?i*n no 2 chuqi fn hi t g&n t7i ckc 6i ton

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    n 9

    -h)n t8 con ant!n Ban &u f9

    shLi t6o c$c v!cto= Vchi>u [ ]h 9 , [ ]l 9 v [ ]? 9 >u Bng ?h'ng

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    -h%ng___ ^ka ch)n T_Tj ant!n

    U'J1 Ry 6SuE '(1 '(Wng + 1;7 nh;tt=ong thut to$n :.W c2 th Dc viAt l6inh thut to$n thch ng c2 B7c gi4m l c8 nht ma t=n ng cho s. v7i

    ( )

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    -h%ng___ ^ka ch)n T_Tj ant!n

    { }f n L thut to$n :.< ?h'ng i hyi hi t, m ch{ c2 fn m7i hi t. -hH t=ong

    thut to$n :.W, ta u c&u mt Ok 7c lDng hm i tDng t=ong mqi B7c lE8 nn n2ichung 8hc t68 cNa thut to$n n cng ging v7i thut to$n :.

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    -h%ng___ ^ka ch)n T_Tj ant!n

    ^nh ] ) +iAn ngGu nhin t=ong f:.

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    -h%ng___ ^ka ch)n T_Tj ant!n

    W W W E & &&s m= - f:.W:

    J!m chng minh t=ong 8h lc W

    Thu;t tG

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    -h%ng___ ^ka ch)n T_Tj ant!n

    chuYn p=oB!niuO ckc 6i. (nh :.W Biu 5i0n th'ng tin t%ng hq cNa t8 con ant!n ttnh@t, "@u nh@t, cng nh th'ng tin t%ng hq t=ung Bnh giZa c$c c@u hnh ant!n

    B

    = .

    H=>] >@> ^K: : [o k [ XKk: ;hl >

    1iA8 th!o, t=ong hnh :.:, "t U99 B7c lE8 mqi l&n thkc hi*n v tnh t=ung Bnhth'ng tin t%ng hq cNa t8 con ant!n Dc ch)n t6i t@t c4 c$c B7c lE8 Rua

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    -h%ng___ ^ka ch)n T_Tj ant!n

    H=>] X=>< :?: ]? @Wj @] @> @KJ>] >@> ^K:: Xt @ () d ( [o k XKk: ;hl >

    (nh :. ch{ =a th'ng tin t%ng hq t=ung Bnh Rua ] X=>< :?: ]? @Wj @] @> :] :a :?: @l :o> >@> ^K: :[o k [ XKk: ;hl :a @ @]

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    (& Gk @ ;Q ; :g: @p

    Jt h* thng t=ong hnh :.< t=ong 2 5Z li*u Dc t=u>n O Dc a vo n1ant!n 8h$t. uan h* &u voV&u =a Dc Biu 5i0n th!o f:.

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    -h%ng___ ^ka ch)n T_Tj ant!n

    -hH =ng vi*c tnh Wmin, rd Dc thkc hi*n Rua ( )n l

    WW

    min, ,

    min f nTi jt i js s A

    d s s

    = th

    W W W

    min, min min, r td d . Fo v chuYn lka ch)n c2 th Dc%n gi4n ho$ lka ch)n t8 con ant!n m ma t=n ?nh ?At hD8 cNa n2 H c2 gi$ t=X =ing ti thiu l7n nh@t. 1=ong Bi to$n n, 5ka vo 7c lDng ?nh t6i thi

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    -h%ng___ ^ka ch)n T_Tj ant!n

    tin t%ng hq ti a, mEc 5 m@t mt ?ho4ng thi gian hi t, nhng thut to$n 5Xch

    chun ?h$ nhanh t7i t8 con ant!n m ?nh cNa n2 c2 min cao.

    1hut to$n :.< O 5ng c$c hm chi 8h L t=n hi t t7i t8 con ant!n m ckc 6i

    ho$ min, rd hoEc min . 1u nhin, nhZng chuYn n ?h'ng c&n thiAt 8h4i ti thiu ho$"$c "u@t lqi Bit v chHng 5ka vo c$c gi7i h6n. 1=n thkc tA, c2 tnh hung m c4 hait=ng hD8 hi t t7i c$c t8 con ant!n ?h$c nhau v ?h'ng c2 t=ng hD8 no t%ngng v7i t8 con ant!n ti thiu "$c "u@t lqi Bit. Kgun nh#n chnh l gi7i h6n n ch{chEt chd ?hi te O tn hi*u t=n nhi0u l7n.

    H=>] X=>< q )'' XKk: : >< :a :?:@l :o> >@> ^K: : ^ k [ XKk: ;hl >

    t=nh B hi*n tDng n ta "t mt h* thng c2 K

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    -h%ng___ ^ka ch)n T_Tj ant!n

    .T

    6 G# GH s Gnn

    r&= = +

    f:.W[

    /7i c$c m$ thu tuAn tnh, "$c "u@t lqi OmBol BX 4nh hLng BLi vi*c " l te O

    tn hi*u t=n nhi0u. /7i m$ thu lqi Bnh 8h%ng t=ung Bnh nhy nh@t fTTS`, Oau ?hi$8 5ng ma t=n c#n Bng ( )

    "u@t, mt Ok 7c lDng cNa te l* lqi Dc O 5ng nhhm chi 8h t=ong thut to$n tnh "#8 "i ngGu nhin tha v 7c lDng v> gi7i h6n. /

    5, O 5ng thut to$n gi4i m T^ t=ong f:.

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    -h%ng___ ^ka ch)n T_Tj ant!n

    -hH c$c OmBol gi4 Ort=n thkc tA ?h'ng Dc gi Rua ?nh. -hHng ch{ Dct6o t6i m$ thu 7c l%ng +`.

    |u im chnh cNa 8h%ng 8h$8 n l L chA SK cao, +` c2 th =@t th@8v 5o 2 mt O lDng l7n c$c OmBol gi4 c&n Dc O 5ng nAu ta mun thu Dc 7c

    l%ng +` tt. TEt ?h$c, n2 Dc Ruan O$t BLi c$c m' 8hyng m t8 con ant!n c2+` nhy nh@t t6i gi$ t=X SK

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    -h%ng___ ^ka ch)n T_Tj ant!n

    (nh :. Biu 5i0n +` cNa ant!n Dc ch)n BLi thut to$n Oo Oanh +` na v7iant!n c2 +` "@u nh@t, tt nh@t v t=ung Bnh. -2 th th@ =ng thut to$n h'i tu t7it8 con ant!n ti u.

    1iA8 th!o, "t anh h%ng cua 8h%ng 8h$8 n t=ong h* thng O 5ng m$ thu

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    H=> >@> ^K: : ^ k [ XKk: ;hl > @Wo>] ] R?x @ ?h'ng. Et [d@ = v O 5ng 1\ OmBol hu@nlu*n t=kc giao %c l%ng ?nh. -$c Ruat=inh m' 8hyng 5i Dc thkc hi*n v7i gi4thiAt BiAt = ?nh Rua t@t c4 c$c c@u hnh ant!n tm +` chnh "$c ?At hD8 v7i mqit8 con ant!n. Jt l#n thc hin thut to$n ?h$c nhau 8h thuc vo 5i cNa chuqigi4 m v Dc O 5ng t=ong m' 8hyng fa m' 8hyng %c l%ng +` t6i m)i

    B7c lE8 cNa thut to$n Dc thkc hi*n v7i chnh "$c cNa ?nh v mb99 OmBolgi4x fB gi4m 8hc t68, m' 8hyng Dc thkc hi*n v7i SK chnh "$c cNa ?nh v%i

    [d@ = nhng ch{ v7i mW9 OmBol gi4x fc SK Dc gi4m "u'ng bd@ = v

    mb99 OmBol gi4x f5 SK gi4m "u'ng bd@ = v mW9 OmBol gi4.

    \b

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    -h%ng___ ^ka ch)n T_Tj ant!n

    1=ong hnh :. h'i tu Bng c$ch gi4m SK cNa c$c m'8hyng fgi4 thiAt =ng SK ?h$c nhau ?h'ng nhi>u v O 5ng chuqi OmBol gi4 mngPn h%n.

    H=>@> ^K: : ^ k [ XKk: ;hl > @Wo>] e< XD> @@

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    -h%ng___ ^ka ch)n T_Tj ant!n

    BiAn thin cNa ?nh l ch#m vi*c Bam th!o la ?h4 thi. -$c thut to$n tnh "#8 "ingGu nhin =i =6c thch ng Dc a =a t=ong 8h&n n c2 th $8 5ng t=kc tiA8 cho

    B@t ? hm i tDng no.

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    -h%ng___ ^ka ch)n T_Tj ant!n

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    V

    1n Ec tnhng cNa Bi to$n. K2 tk thch ng tm Ec tnh ng cNa ?nh v t8 con ant!n tt

    nh@t n .

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    -h%ng___ ^ka ch)n T_Tj ant!n

    ]i7i h6n ?ch th7c B7c l 9 = , 9,99:+ = v tc tiA8 thu l 9,999b = .(6n chA gi4i 8h$8 thch hD8 lka ch)n c$c t8 con ant!n v7i FW. (nh :.

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    -h%ng___ ^ka ch)n T_Tj ant!n

    t%ng hq l hm cNa thi gian cng Dc Biu 5i0n Oo O$nh. 1hut to$n ?ch th7cB7c thch ng c2 ?hanng B$m tt h%n thut to$n ?ch th7c B7c Bng hng O.

    H=> @KJ>] >@> ^K: : ^ k[ XKk: ;hl > qei:< @

    ^un vn t=in ?hai c$c thut to$n lka ch)n ant!n T_Tj 5ka vo nhi>u tiu chuYnhi*u nng ?h$c nhau t=ong c$c t=ng hD8 m ch{ c2 c$c 7c tnh nhi0u cNa ?nh BiAnthin. -$c ? thut Dc > "u@t 5ka t=n c$c thut to$n tnh g&n Hng ngGu nhin =i=6c, m t6o mt chuqi c$c t8 con ant!n t=ong 2 mqi t8 con m7i thu Dc t3 t8 cont=7c. Tt Ec im Ruan t=)ng cNa 8h%ng 8h$8 Dc > "u@t l ?h'ng c&n thiAt m't4 56ng g&n Hng cNa hm i tDng m ch{ 7c tnh n2 l N. Fo 2, thut to$n c2?h4 nng ch)n t8 con ant!n ti thiu ho$ te l* lqi ?hung, ? hi*u hoEc Bit, 57i B@t ?? thut T_Tj no fv 5, +^;S1, m ho$ thi gianV?h'ng gian v v7i 8h%ng

    8h$8 t$ch O2ng m$ thu B@t ?.

    ^un vn cng t=in ?hai c$c thut to$n lka ch)n ant!n cho c$c t=ng hD8BiAn thin th!o thi gian m c$c t8 con ant!n ti u BiAn thin chm. +ng c$ch 5ngc$c thut to$n tnh g&n Hng ngGu nhin =i =6c ?ch th7c B7c c Xnh v thch ng,c@u hnh ant!n ti u BiAn Ci th!o thi gian c2 th tm Dc g&n Hng. ^un vn cnga =a c$c ?At Ru4 Dc nhi>u nh nghin cu m' 8hyng minh ho6 hi*u Ou@t cNac$c thut to$n lka ch)n ant!n T_Tj m7i n 57i chuYn lka ch)n ?h$c nhau.

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    -h%ng_/ T' 8hyng 5ung lDng h* thng T_Tj

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    -h%ng/ 1Cng ?At

    CHNGV% TFNG T

    1=ong c$c h* thng th'ng tin v' tuAn, h* thng T_Tj c2 th ?hPc 8hc DcnhDc im cNa t=u>n a ng tng 5ung lDng v ch@t lDng t=u>n 5Gn. -$c h*thng T_Tj cho 8h8 tng 5ung lDng m ?h'ng c&n tng Bng th'ng v c'ng [email protected] nhin, nhi>u ant!n u c&u nhi>u lung p Bao gm c$c B ?huAch 6i, c$c B

    BiAn Ci t%ng tk Oang O, c$c B t=n, v.v, m th'ng thng l =@t Pt. Tt 8h%ng8h$8 gi4m gi$ thnh m vGn 5u t= Dc tc 5Z li*u cao ti>m nng cNa h* thngT_Tj l lka ch)n ant!n. /7i lka ch)n ant!n ch{ c2 mt t8 ant!n tt nh@t Dc O5ng, c$c ant!n cn l6i ?h'ng Dc 5ng, 5o v gi4m O lDng lung p u c&u.^ka ch)n ant!n l mt 8h%ng 8h$8 %n gi4n tng hi*u nng ti>m tng cNa h*

    thng v7i 8hc t68 8h&n cng ti thiu. -hnh v thA $n ch)n h* thng T_Tjv7i lka ch)n ant!n lm chN > nghin cu.

    ^un vn t=nh B c$c thut to$n lka ch)n ant!n T_Tj 5ka vo nhi>u tiuchuYn hi*u nng ?h$c nhau t=ong c$c t=ng hD8 m ch{ c2 c$c 7c tnh nhi0u cNa?nh BiAn thin. -$c ? thut Dc > "u@t 5ka t=n c$c thut to$n tnh g&n Hng ngGunhin =i =6c, m t6o mt chuqi c$c t8 con ant!n t=ong 2 mqi t8 con m7i thu Dct3 t8 con t=7c. $n cng t=in ?hai c$c thut to$n lka ch)n ant!n cho c$c t=nghD8 BiAn thin th!o thi gian m c$c t8 con ant!n ti u BiAn thin chm. +ng c$ch

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