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SNR(db) vs Number of Taps for various Interpolation Filters
Number of Taps
SNR(db)
Equiripple
General Least Squares
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  • 14. LNA ADC DSP data Anti Aliasing Filter Antenna bVD9B@4T!p2%r ¡  W#%!S'8 ‘W2B0ipg7'B4 !b’t'5#%DA2(’•!S6F!¨DA†5!¦4 (0)21)( ¢ D76 FHSVU W§8 PY 5FTab6¤£ 6¦¥ B76$D cdFHDCe2W bVDA5@4T! 2%r 2g T!g'B4T6fD—T!¨6YT@4T!G207')vDH#%!¨'B8…c2B0ipg7'B4 !a4f'B#DA2“4 !S6F!¦D9†B!¨4¨r Wd6¦')‰Ce! !¦!¦) '€T!v)`w D9g#%D9BDA D9e¦D9)h'g’ b7r…„qDHgD9g6¦'B8A89!¨# b@898ƒcq'B)# #%D9BDA D9e¨' D92B) r „q!(4T!¨'5c25)DA)Cy!¦DA)#™R89'56FD9)s !“5)…w '5a6F8925 !('BdRy25T DAC89!1 2v !¢'B)5T!¦))e'sD9 Cy!¨6¦'B@ !ED9)s‘%20ipgq'4T! )E!Fi)!¨#’t'B#%D92©¨‘0)$’ qDA•D9•#%!ScD94T!¨#(T21gD9)D91DAe¨!ET!b)W@GCy!¦4 20'B)'892Bv6¦2B1Ry2B)!¨)5fG'B)#u(' %D9gD9e¦!¢ !“)Q@GCy!¦4g20#%D9BDAT'B8I6F251Re25)!¦)QT¨rˆ„q! R8H'B6¦DA)(2B0¤ !G'B)Q !¦))'(6F8925 !b 2(T!Gv)`w ('`5!¨•Ry25TcD9C89!b !€#%!Fi)D—TDA25)v20¤4T'5#%D92 03@)6F D92B)tDA)sc2B0ipg7'B4 !5r (0)21)¨§ ©C@CS2S FHBCD£ e§ePbe F'Pbe2W§B W)€b@8A8 cq')# )EDA5D—TDAeS'TDA25)¢gI!E'cT!¦1R%I 2G#%D9BDA D9e¦! !g•2B89!t20ƒT!E 20ipgq'4T!q4T'5#%D92 Re!S6Y 4T@sr b@898 cq')# )EDA5D—TDAeS'TDA25)€DH…)2BV03!S'B DAC8A!•Cy!¨6¨'@ !qD—‚g72B@8H#€4 !SP5@DA4T!•5)…wvx g•DH6fw'‡†5!'g 'BgR8A!$4T' !E20!2 '`„ e ¨Xg•D—T“'€4 !Sc258A@ D92B)¢2B0 c!¨†B!¨4T'B8CDAT aRer W•6¦'B) Cy!tc!¨!¦)€ '… !¨4 !•DH‚'E 4f'B#%!¨2x¢Cy!Fpg7!¦!¨)g4T!¨ 2B89@%TDA25)GC'B)#%g•DH#W (')e#€Ry2g7!¦4Sr „ !¨)6F! @ DA)ˆT!sR'4f'1!FT!¦4f€#!Fi)!S# D9) aRe6F@4T4T!¦)Q1v)`wvxg032B4¢‘0)$’ gI25@89#f6F25) @1! 'Cy2B@ rV„qDHGDH€6¦8A!S'4T8AUˆ0X'4€ 2W2v€@6fu032B4€12BCD98A!'RR8ADH6¦' D92B)¨r „ !¨)6F!w ! !S6f)258A25BUv03254 b@898ƒcq'B)# )EDA5D—TDAeS' D92B) #%2W!¨€)2g! %D9cg'GT!“R4 !Sc!¨)5€ D91!“')e# 2
  • 15. CH 1 CH 2 CH N GSM BANDWIDTH OF SOFTWARE RADIO SERVICE OFDMCDMA eg(IS 95) channel 1 Channel 2 Channel N frequency frequency frequency frequency  ¢¡3£ ¥¨§©¡ ¨  ¨ 8AE£¢ 5¥¤0$ §©§¦ $¦CD¡¤E98A¥¨4¨4 E¦§)5)© C 8A©§©¨A¡# © ( 8¦©%5!¨© C E¨ ©%§  ¨§©6¥¨©G ¡35 ¡#( GE 5 ¤¡¦©% 5)E © $ ¨ $ ¡¤¤$!¨¤©¢ E¦§1( E 2© 5)¡¤2©¦  ¨E §95¨©()© §©$ ( E G(9 G¥¨3¡#0$ C $ ¡3£ ¡ 5¡% $ 5)¡¤E¦'¤ ¡3¤0§)©2$¦¡3 $¦ ¡#CD©$¦(G¥D5 ¥G¨§)© $ ¤¡¤( 5)¡# ()E¦¤¥D5¡3E )¢ E¦§$ ¤E¦¨£ 5)¡¤2 ©1$ C $ GE 5)G©%§ ( E 3¥¨5)¡¤E¦ ¡¤( §©6¥¨¡¤§©C' 021435176 8@9BADCFE¥9HGPIQ9BRTSVUWE¥X(EYCFE¥`a9bCFE¥cdR  ¨§E¦2 ()© 5)¡¤E¦e D¤¦ f ¡35¢ $¦(g ©©% ¨E¦5)© C 5)G$ 5¢¡¤ E §CD©§ 5E CD© ( ¡¤£¦F$ §)© $ ¤¡% $£¨¤© ( 5)§¥G 5¥¨§© 5)G©hG$ GCF¤ ¡¤CA5 5)E¡ © CD¡3£ ¡ 5¡%©C 2F¥ ( 5H © §)© CD¥G © C'bi $¦§ 5¡¤$¦F#0$ GCp$ ¡3£ ¡ 5¡% $ 5)¡¤E¦ ¡#( 5)¨© ()E¦¤¥D5)¡¤E¦ ¡3q¤ ¨¡#! $ ©§ 5!$ ¡¤eG$¦GCD¤ ¡#CA5) ¡¤(()©%¤© 5)© C 0¨¡#(¤©$ C¨(¢5)E 5)G©0$¦§!G¡ 5© 5¥¨§© E£¢ $r¢ © $¦()¡G3© ()E£¢ 5¥¤0$ §©0§$ CD¡¤E §)© ©%¡¨¦©§¢ ¨§E¦2tsG£¦¥G§)©T ¨ u ¡35 $ v © ()©%©5)G$ 5 ¨E¤ 5)¨© w $yx ¡¤( 4¨#$¦%©C $ 5¡€ 65)©§)2©C¨¡¤$ 5)© ¨§©6¥¨©% '‚€  Bƒ ¡¤G( 5)© $¦C E£¢ $ 5y¦ $¦CD¡¤E  ¨§©6¥¨©G ‚¦  Bƒ 0¨©7( ¡¤£¦ $ $ 5 5)¨©7$¦ 5©%¨ $ ¡#( CDE¤ D„ E¦¨ ©%§)5)©C…¢ §E¦2 5¨©v¦   ¥G()¡¤¨£ $ ¤ED%$ E ( ¡¤¤¤$ 5)E¦§ 5)EQ€   $ 5v¤ ¨¡¤! CD¡¤£¦¡35)¡%$ 5¡3E 5!$£ ©( 4¨#$¦ © 0¨¡#(¨©¤ $ §!!¨¡35)© 5)¥G§)© G$¦( ¤©((†¢ ¥¨ 5)¡¤E¦ $ ¤¡ 5¥ 5) $ $ ( 5§)¥G 5)¥¨§©‡¤ ¡35)ˆ¢ ¥¨¤§ $ GC C¨¡3£ ¡ 5¡% $ 5)¡¤E¦ ¨E¤ ©¨¦©§ ( E 2© §©6¥¨¡¤§)©2 ©65( $ §© G©$ ¨A¡3 ¡¤G §©$ ( © C CD¥G©5)E 5)¨©7G¡3£ ¨©%§¡G$¦GCD¤ ¡#CA5) $¦GC CF6 $ 2¡¤ §!$ ¨£ © E!¢ 5)G© 2F¥¨35)¡#!G$ G¨©% ()¡¤£¦G$¦ f
  • 16. (a) (b) frequency frequency frequency BANDWIDTH OF SOFTWARE RADIO SERVICE DIGITIZATION BANDWIDTH BANDWIDTH OF SOFTWARE RADIO SERVICE frequency DIGITIZATION BANDWIDTH bVDA5@4T!`2ra   ¨' b@898 cq'B)# )D9BDA D9e¨' D92B)”')# ¨3C f…'4 DH'8cq')e#d)ED9BDA D9e¨'TDA25) DSP data LO1 DIGITAL DOWN CONV SRC LNA ADC DFE RF ANTI−IMAGING ANTI ALIASING FILTER Channelisation bVD9B@4T!p2%re   f…'4 DH'8cq')#d)EDA5D—TDAeS' D92B)st4f6fDA !S6Y @4 ! e
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  • 34. Upsample By I Downsample by D x(n) Rate=Fx Rate=IFx Rate=I/DFx=Fy y(m) v(k) v(k)Filter h(n) bVDA5@4T!`art   t)2B !¨4•g!¦ 2%#20¤4f' D92B)e'8 ‘%’ w £ ¤¢¡   A© !§¥ © 8¤¥¨ (0¨ !  © !# ¥ ¨ © ¨¡ ¢ ¥# © !#¥ G'BGCe!¨!¦) !¦!¨) D9)™ !“R4 !¨†WDA25@G !¨6F D92B)bie8—T!¦4TDA)‰D9G)!¨6¦!¨T 'B4 U‰DA) #!¨6FD9('TDA25) ')e# D9)5T!¦4TRe2589' D92B) r W0E !s4f'T!6f'B)B!“'RRe!¨)€ 2™Ce!s'‰89'B4 5!w†'89@! !“i8A !¨4T )!S6F!¨TT'4TU€T2(6F2B@)5T!¦4f'B6F7D9('BD9)1')#'89DH'B DA)gg•D98A8 6¦2B)QT'BDA)'g @CcT'B)Q DH'8˜)W@GCy!¦4 20a6¦2Q!¦h¢6FD9!¦)QT(('B`QD9)™T'“i8—T!¦4“g254 !”! %Re!¨)cD9†B!v'B)#fT'B`WDA)u@R g254 !‰cD98ADH6F25) 4T!¨'8˜!Spf' !a'B)#6F2B)ec@1D9)112B4T!ERy2gI!¨4¨r WtDHq`W)2g•)wT't8H'4TB!$4f' !d6f'B)B!Sq'4T! 12B4T!a!Fh¢6¦DA!¨)5T8AUv'56¦6¦2B1R89D9 !¨#vg•!¦)ˆ#2B)!gDA)hpf'5!¨t4f'T!¦4 'B)ˆD9)ˆ25)!€c !¨R r W) ('T!¦('TD96¨'8˜T!¦4T1•'1#%!S6FD9(' D92B)4f' D92 ) 6¦'B)“Cy!b0X'B6F 254 !S#wD9)Q 2g !dR4 2%#%@6F ! ¢¡£ ¦ ! ¨art !¨4 !(!S'B6fP)CuDHa')™D9)Q !¦5!¦4Sr W)™i5@4 ! ar1DAGg7'5dc2g•)‰T'ag•!¦)™ !¢#%!¨6¦D—– ('TDA25)wR4T2%6F!¨TIg7'57 R89D—•D9)Q 2€pgI21pf'5!¨ hRh T'ReIgq'Bq @%h¢6FD9!¦)Q7032B4•'€#!¨6FD9('TDA25) CWU 6¦2B1R'B4 !S#h 2 76R6 T'BRa@ec!S#uDA)™T!w25)!wcT'BB!w#%!S6FD9(' D92B) r W€6¦'B)uCe!#%!F– #%@6¦!¨#‰034T2B !SP5@e' D92B)Par1“034 25 a 'd !()W@€Ce!¨4d207T'RedD9bR4 25Re254cTDA25)'8V 2 !1 4f') D—TDA25)‰Ce')#%g•DH#WT ¨3D r!¢ !(C'B)#%g•DH#W uCy!Fpg7!¦!¨)ˆT!w6¦@% 2Bx 034 !SPQ@!¦)6¦Uˆ')e# !sc 25RC'B)#§Yr W0EDAgDH(' !¦1R%T!¨# 2™#%!¨6¦DA(' !2B41DA)QT!¦4TRe2589' !DA) 2B)!spT!¦R ! 4f')ecDA D92B)“C')#g•D9#WT“DHq†B!¨4 U()e'4T4 2g D9gR8AUWD9)('€8H'4TB!E)W@GCy!¦4•2B0 T'BR¨r „ 2gI!¨†B!¨4 g•DA w€@8A DHpf'B!$#%!¨6¦DA(' D92B)(T!T4T'B) D—TDA25)(C')#g•D9#WTwDH7DA)6¦4 !S'B !¨#1CWU1!¨'56fwpf'5! 89!¨Tc!¨)DA)( !€)W@GCy!¦4E20…T'BR032B4!S'B6fvcT'BB!Br !¦)”T!af'R032B4E!¨'56fvpf'B!€'4T! aY2
  • 35. 'B##%!¨#w !¨U“'B4 !$8A!S • 'B)wT!d)W@GCy!¦4•2B0 f'Rq@ !¨#D9)s2B)!dc !¦Rs#%!S6FD91' D92B) r   #¢¡¤£¦¥ ¦'¨§ ¦©§ ¨ ¨ ¨ ! ‚ A 5 ¨ar1 ‚ A DH7 !bT4T'B) D—TDA25)“C'B)#%g•DH#W s)254 ('B8AD9e¦!S#( 21T!aT'1R89DA)14f'T!Br § ¦© R'5 C'B)#w4TD9RR89!Br § c 25RC')e#w4TDARR8A! )Q@GCy!¦4•20 T'BR¦r 4 !¨4ƒi8A !¨4T˜T' 4 !Sc@8A D9)d8A!S !¦4ƒ)W@€Ce!¨4 20QT'BR 'B)#b6¦')bCy!‚@ !¨#$D9)dG@8A DHpf'5! #%!S6FD91' D92B)1'4T!5w Ww™i8A !¨4T…'B)#g'8A03C'B)#aie8—T!¦4f…g•DH6f€g•D98A8Ce!t#%DHT6F@Tc!S#gDA)( !¨6YTDA25) ars ')#s !¨6YTDA25)dart 4T!¨ Re!S6YTDA†5!¦89UBr 5taps sqrt(M) M Power =~taps*frequency Fs P=100Fs 50taps sqrt(M) Fs/sqrt(M) Fs/M Power=5Fs+50Fs/sqrt(M) Decimating in Stages is Lower Power 100taps Fs Fs/M Power=100Fs ¦¨§©2©DD¥¤mIf0§QWc09V©V¦x)(1§Q3e9t0§4E !$#%'(0)2143$!©57698A@ Bb9VIf6eHwBD9VEDF8$DIf0—Wy9V2lW2%GS(1§‚97I $GIf0—W”02aD970•97 V)2ˆ˜$C$(1§QEU0y§QEe%G)c6r423d§QE©‘—9t02…(4VEH V)W2§Q4VE$Bˆ¥DBx97I6eHPBG97EDFX¦ FE d ¦¨§E§02 3d%DIQW2GEl)W2%G4EDW2S@ $DI02—W`aD9Fb0a§Q…(104IH ©W©
  • 36. 034T!¨PQ@!¦)e6FU('q' ¦ ¤ 20ƒT!b 'BgR8AD9)a034T!¨PQ@!¨)6FU5r…„q!¦U('‡†5!' s #%C“'cT!¦)W@'TDA25)¢Ry2BD9)5 '¡  § ¤ 2 Ig•!¦4T! bdDH$ !¢T'1R89D9)034 !SP5@!¦)6¦UBr „ !¨)6F!1T!¦D94b034T!¨PQ@!¦)e6FUv4T!¨ Re25) ! DHG! %'56YT8AUu UQ11!FT4 DH6¦'B8I'BCe25@%¢  § ¤ ‚6¦2B) !¨PQ@!¨)5T8AU‰ !¦Uu'‡†5!¢D9#!¦)Q DH6¦'B8IR'5 C'B)# ')e# c 2BRC')# 258A!¨4T'B)6F! §Wr W0E !T'BR120 !s'B8—03C'B)# i8—T!¦4¢'B4 !“! '1D9)!¨# D— 6¦'B)™Ce!w !¦!¨)h 'G!¦†5!¦4TUv2%##u6F2W!Fh¢6¦DA!¨)5aDHae¨!¦4T2r„qD9a4 !Sc@8ATaDA)™03!¨gI!¨4dT'BRa')e# 6F25) @1!¨q89!¨TqRe2g7!¦4•'BqRy2g7!¦4 T'Re ¤ b r „ 'B8—03Ce')#“i8A !¨4T•'B4 !b@ !¨#D9)6¨'BT6¦'B#! 21D91R8A!¨1!¦)Q#%2g•)T'1R89DA)gCWU 0 g•!¦4T! wD9• !d)W@€Ce!¨4•20¤'8A03C')e#¢i8A !¨4T¨r §0)¤£ )21 ¨ U £ 3 F ' BCg W DEe2B b@4cT!¦474 !S#%@6F D92B)DA)w !$'4T!¨'a6¨')¢Cy!E'56fDA!¨†B!S#1CQU1@ D9) w7'B)2B)DH6¦'B8y‘WD9B)!¨#€)EDA5D— ¨wq‘H) If'Rs!¦)6¦2%#%DA)r DA)€T!b0X'B6F• 'tG@8A D9R89D96¨'TDA25)“CWU ¦¥ DH•)”cDA0iT7T21 ! 89!F0i•DA)”'€4 !¨BDHpT!¦4SrV„q!¦4T!F032B4T!$!¨'B6fwT'BR6¦2Q!¦h¢6FD9!¦)Qt6¦')Cy!$4T!¦R4 !Sc!¨)5T!¨#wCQUw!¨PQ@'TDA25) arr ¦©¨ ¢ ¢ ¢ ¨ar „V'Rt'B4 !d)2g DA0iT'B)#s'B##•DA)epT!¨'B#s2B0V€@8A D9R8AD9!¦4f¨r „ 2gI!¨†B!¦4•g7!d)2g 4T@)6¨' ! T'BR6¦2W!Fh¢6FD9!¦)QT7T2(g•D—TD9)s'€T2B89!¦4f'C89!b!¦4T4 254¨r £ ¤¨§ ¨ ¨ ¨ £ !#%© ¨¡ ¥ „q!¨w Ww w7'BT6¦'5#%!¨# W)Q !¦54T' 254 wI2BGChi8A !¨4aDHa'”6F25GCD9)'TDA25)™20•'”6F2B€Chi8—T!¦4 ')e#1DA)Q !¨B4f'T2B4'B)#1g7'5…i4fcIc@BB!SpT!¨#1CWU©2 6 r c7!F03254 !gI!t12†5!#%D94 !S6Y 89UgDA)Q 2G ! 2BRy!¦4f'TDA25)(20ƒT!`w Ww ie8—T!¦4q'dR4T!¨ !¦)QT' D92B)(20ƒT!$C'B D962BRy!¦4f'TDA25)(20 'G6¦2B€C1i8—T!¦4 ')e#“D9)Q !¨B4f' 254q!¦) @!¨¨r)D9)Q !¨B4f' 254qD9t'( D9)B89!dRe258A! W)i)DA ! W1R@8Hc!€’•!¨ Re25) ! ¨ WW ’ Ii8A !¨4tg•D—T”'€@)D—pUw03!¦!S#%C'B6f`“6F2W!Fh¢6FD9!¦)QSr   ¦¨   ¦©¨ ¨ 5   ¦©¨ ¨$ar #6 a†e
  • 37. „q!g 4f')ep03!¨4E03@)6YTDA25)‰2B07')hD9)5T!¦54T' 2B4$2B)‰ !ge1R8H')!gDHbR4T!¨ !¦)Q !S#vD9)™!¨PQ@'TDA25) ar R r z^−1 y(n)x(n) bVDA5@4T! ar  !W)QT!¦B4f'T2B4 c78A2%6f`Q)EDH'B4f' '¡  ¦1# ©¨ # ¢ ¦ ¨$ar R 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 −100 −80 −60 −40 −20 0 Normalized Frequency (×π rad/sample) Phase(degrees) 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 −10 0 10 20 30 40 50 Normalized Frequency (×π rad/sample) Magnitude(dB) Frequency response of an integrator bVD9B@4T!…ar #6   W0g7!a8A2W25`s'T!a034T!¨PQ@!¨)6FUs4T!¨ Re25)c!GgI!G !¦!G 'T!€D9)Q !¨B4f' 254t'5tD9)%i)DA ! a h
  • 38. y(n)x(n) z^−k bVDA5@4T!`ar Y¡  wI2B€CdbVD98—T!¦4 5'BDA)h'p)…w 4T!F03!¨4b 2iB@4 ! ar #6 rg„qDHbDHd#%@!1 2T!¢cD9)58A!1Ry2B89!1'de r „ !¨)6F! !GD9)5T!¦54T' 2B4•25@% R@%$6¨')”B4T2g g•D—T2B@%$Ce25@)#”!¨†B!¨)”g•D—Tˆ'(Cy2B@)#!¨#sD9)R@% ¨3D r! !(DA)Q !¨B4f'T2B4bCWUvD—fc!¨8—0•DHb@)cT'BC8A!Yrw„q!¢c!S6F2B)e#h !¨6F D92B)h20•'rw Ww i8A !¨4aDHb ! 6F25GC1i8A !¨4I 2g•)(D9)1iB@4T!5ar Y r W)¢ !¦4T(‚2B0y034T!¨PQ@!¨)6FUg4T!¨ Re25)c!qT!E6¦2B€C1i8—T!¦4 'B6FTd'5d'“€@8A D9)2f6f‰ie8—T!¦4Sr€b2B4bT!¢6F25GC‰i8A !¦4€c2g•)hD9)‰ieB@4T! ar R D—G6¨')™Ce! !¦!¦) 'gg7!'‡†B!“` #%!¦8H'‡U™C8A2%6f`%€034 25 g•DH6f `1 )2BT6f!S€'B4 !“2BC%f'D9)!¨# ‚2B)! 2%6¦6¦@4T'te¦!¨4 21034T!¨PQ@!¨)6FUs')e#'B)2T!¦4E'tT!GT'1R89DA)1034T!¨PQ@!¨)6FU“ !a4 !¨('D9)DA) )2BT6f!S¢DA0€')WU '4T!ˆ!SP5@e'898AU cRe'B6F!S# Cy!Fpg7!¦!¦) e¦!¦4T2 034T!¨PQ@!¨)6FU 'B)# !hT'1R89DA) 034T!¨PQ@!¦)e6FU 4T!F03!¨4( 2™ieB@4T!rar 2r w Ww i8A !¦4“D9w6F2B)epT4 @6F !S# CWU 6¦'5 6¨'B#%D9)h ! D9)5T!¦54T' 2B4‚'B)#¢6¦2BGC¢ !¨6F D92B)… 2B5!FT!¦4Sr!)E!¨6¦DA(' D92B)w6¨')(Cy!Ry!¦4 032B4Tg!S#('B8A25)G'B !ED9)Q !¦54T' 254DHqR89'56F!S#(Ce!¦032B4T!T!d6F25GC¢ie8—T!¦47 !$2BRRe2QcDA !b'4T4T'B)B!¨1!¦)QDHI@ec!S# D9)”DA)Q !¨4 Ry2B8H'TDA25) r ‰!a)2 !a 'DA)sT!G6¨'B !d20‚' w Ww DA)QT!¦4TRe2589' 2B4qT!aD9)Q !¦54T' 254 G@epGe'‡†B!1 !“'CDA89D—pUˆ 2‰e¦!¦4T2vc @%x '€DATGDA)R@%€D9)u2B4f#%!¨4d 2v!¦xy!S6Y€ !¢D9)6¦4 !S'B ! D9) 'B1R8A!w4T' !Brv„q! w Ww i8A !¨4G034T!¨PQ@!¨)6FUh4 !ScRy2B)ec!¢ @%x˜!¦4f€' h #%Cu8925TaD9) g•' DHa6F25)cDH#%!¨4 !S#ˆDATGR'BTcCe')#ƒr“„qD9a8A2Q dR4 !S6F89@#%!¨d !(@ !(20vw Ww i8A !¦4fdD9) c251! 'RR8ADH6¦' D92B)¨r‚‘W2B89@%TDA25)7 2g !dR4 25C89!¦ 'B4 ! !(C')e#%8AD91D—TDA)2B0IT!(892gI!¨4$T'1R89!14T' !(cD9B)e'8…c2T'aDATbC'B)#W– g•D9#% ™D9G6F2B)i)!¨#ˆ 2T!10X'4d89!F0ia'B)#hRe254cTDA25)‰2B0T! w Ww 4T!¨ Re25) ! g•!¦4T!bD—tDH §e'¨r a s
  • 39. 2 w7'BT6¦'5#%!¤G@8A D9R89!‚DA)QT!¦B4f'T2B4 cT'BB!¨yT2B5!F !¦4 ')e#E€@8A D9R8A!I6F2B€Cdpf'B!S 25B!FT!¦4t'5qDA)i5@4T!`ar e“r 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 −100 −50 0 50 100 Normalized Frequency (×π rad/sample) Phase(degrees) 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 −40 −30 −20 −10 0 10 Normalized Frequency (×π rad/sample) Magnitude(dB) bVDA5@4 !…ar 2   wI2BGC“034T!¨PQ@!¦)e6FU“‘WRy!¨6F 4T@ Integrator Comb Filter Comb Filter Integrator Fs FsFs/M IFs CIC Decimator CIC Interpolator bVD9B@4T!…ar a   §0)¡  )21 U 47FTa 6$BC6$D ¨ ¢ ¨ ©e SPR6 a £ t)2 !¦4¢1!FT2%# 2 6F25GC'¢R'BT C')#f#%4T2W2BRfD9¢ 2u@ !vce'4TRe!¨)!¨# w Ww ie8—T!¦4f¦r „qDHtT!¨6f)D9PQ@!1'RR8AD9!¨ !1T'1!ai8A !¨4dc!¨†B!¦4f'8 D91!¨ 2DA1R4T2†B!aCy2TˆR'5 C'B)# a t
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  • 41. )2BtCe!g'C89!b 2¢Ry!¦4 032B4T @ecD9)(! %DHpTDA)(g!¦ 2%#gI25@8H#sCe!aD94T4T' D92B)'B8 'BgR8A!d4f'T! 6F25)W†B!¦4f DA25) rt„q!€ 2B89@%TDA25)” !G !1'Cy2†B!GR4 25C89!¦(tDHtT2w@ ! W)QT!¦4TRe2589' D92B)si8A !¨4T ¨b4T'56YTDA25)'8g)E!¦8H'‡UQbVDA8A !¨4T 7g•DH6fg•D9898ƒCe!a#%DHT6F@Tc!S#wD9) !d8H'T!¦4t !¨6F D92B) £ ¤¡  £ §© !#¥¥(0¨¢ ¢ £ !#A© ¨¡ ¥ Interpolation Filter mu x(n) y(n) z^(−mu) x(n) y(n) bVDA5@4T!var 7h  Iy P5@DA†'89!¦)e6F!$20 ' b4f'B6YTDA25)'8 )E!¦8H'‡U€b D98A !¦4•'B)#¢' W)5T!¦4TRe2589' D92B)QbVD98—T!¦4 W) 2†eT!6F25)6F!¨R%‚20 '$034f'B6F D92B)'B8#%!¦8H'‡Udi8A !¨4DH‚#%!¨T6F4TD9Ce!S#ƒrV 034T'56Y D92B)e'8#%!¨89'‡U i8A !¨4“DHw!SPQ@DA†'B8A!¨)5“ 2 !h6F2B)e6F!¦R“20die)#%D9)f' )!¦g T'1R89!vCy!Fpg7!¦!¨) ! %DHpTDA) #%D9BDAT'B8 'BgR8A!S¦r b4T'56Y D92B)e'8ƒ#%!¦8H'‡U(i8A !¨4T•'B)# W)Q !¦4TRy2B8H' D92B)wi8A !¦4ft'B4 !$!¨PQ@D9†'89!¦)Q¨r „q!¨4 !¦032B4T!T2E@)e#%!¦4fpf')#€2g 2$R4 2%#%@e6F!•'E034T'56Y D92B)e'8%#%!¦8H'‡U ¨3D r!Ii)#1'E)!¦g T'1R89! Cy!Fpg7!¦!¦)(! %D9c D9)G#%D9BDAT'B8eT'1R89!¨ …'d@)e#%!¦4fpf')#DA)G20 D9)5T!¦4TRe2589' D92B)g !S6f)DHPQ@!¨D9 4T!¨PQ@D94 !S#ƒr W)Q !¦4TRy2B8H' D92B)h20•'s#%DH 6¦4 !¦ !1 D91!¢cD9B)e'8…DHdC'B !¨#‰2B)hT!10X'B6Fd 'a ! '1R89DA @#%!20'•6F254 4T!¨ Re25)#%D9)– D91!¤C')#8AD91D—T!¨#d DA5)'8B6fe')5!¨ƒ g2W2B 89UCy!Fpg7!¦!¨) T'1R89DA)”D9)cT'B)6F!S¦r W0•2B)!¢gq')QT!¨#‰ 2ˆ#!¦8H'‡U‰'” DA5)'8 ¨X)dCWU‰'B) '12B@)5   'B) D9)5T!¦4TRe2589' D92B)wi8—T!¦4tg•DA T!b032B898A2g•D9)gDA1R@89 !d4 !ScRy2B)ec!bDHq)!¦!S#%!¨#ƒr £¢¥¤ 2 D§¦ D9) ¦ ¦©¨ ¨   ¦¨ ¨   cD9)6 ¦¨ ¨   ¨$ar 2   DHa')2B)™D9)Q !¦5!¦4d†'89@!1T!(DA1R@89 !(4 !ScRy2B)ec!120 ¢¨¤ 2 D©¦ DHa'D9)%i)DA !¨8AUh8A25) D—0iT!¨#€ 'BgR8A!S#d†B!¨4T DA25)b20% !7 DA)e6…03@)6F D92B) r¤„q!ID9#%!S'8QC')e#%8AD91D—T!¨#GDA)Q !¨4 Ry2B8H'TDA25) i8A !¨4•'B7T!b034 !SPQ@!¦)6¦U¢4T!¨ Re25)c! ' ¢¥¤ ¢ ¢ ¦ ¦   ¨$ar a a
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