An Adaptive Transmission Control Scheme with Multi-code Multiplexing in MIMO-MC-CDMA System
Hirokazu SADAMATSU*, Hisato IWAI* and Hideichi SASAOKA*
(Received July 13, 2009)
MC-CDMA system and MIMO system have been attracting attention as broadband wireless transmission system. This paper deals with new adaptive transmission control of MC-CDMA in MIMO system. This paper proposes the multi-code multiplexing control to achieve the high quality and high throughput transmission. In the proposed system, the link quality estimation based on pseudo error is employed to estimate the bit error rate (BER) accurately over frequency-selective fading channel. The pseudo error method is effective to estimate the BER which depends on not only the noise but also the inter-code interference. The simulation result shows that the proposed system is useful for high quality and high throughput transmission.
-G[YQTFUMIMO㧘MC-CDMA㧘adaptive transmission control, multi-code Multiplexing㧘pseudo bit error
ࠠࡢ࠼MIMOࠪࠬ࠹ࡓ㧘MC-CDMA㧘ㆡᔕવㅍᓮ㧘╓ภᄙ㊀ൻ㧘ᡆૃࡆ࠶࠻⺋ࠅ
MIMO-MC-CDMA ࠪࠬ࠹ࡓߦ߅ߌࠆ╓ภᄙ㊀ൻߦࠃࠆㆡᔕવㅍᓮᣇᑼ
ቯ᧻ ብ㧘ጤ ⺈ੱ㧘╣ጟ ⑲৻
߹߃߇߈
ᵄᢙല↪߆ߟᄢኈ㊂વㅍࠍน⢻ߣߔࠆᣇ ᑼߣߒߡ MIMO(Multi-Input Multi-Output)ࠪࠬ࠹ࡓ ߇ᵈ⋡ߐࠇߡࠆ 1-3)㧚MIMO ࠪࠬ࠹ࡓߪ㧘ㅍฃା
ࠕࡦ࠹࠽ࠍⶄᢙᧄ↪ߔࠆߎߣߦࠃࠅ㧘ᵄᢙᏪၞ
ࠍᐢߍࠆߎߣߥߊ㜞ㅦㅢାࠍታߔࠆߎߣ߇ߢ߈ ࠆ㧚MIMOࠪࠬ࠹ࡓߩ࿕ࡕ࠼વㅍߢߪ㧘ࡈࠚ
ࠫࡦࠣⅣႺߦ߁વ៝〝ߩ⁁ᴫߦࠃߞߡ࿕୯ߩ ᄢ߈ߐߦ߫ࠄߟ߈߇↢ߓࠆ㧚ߘߩߚ㧘࿕୯߇ዊ ߐࡄࠬߢߪฃାାภ߇ዊߐߊߥࠅ㧘ㅢାຠ⾰߇ഠ ൻߔࠆ㧚․ߦᦨዊ࿕ࡄࠬߦ߅ߡߪഠൻ߇ᄢ߈㧚 ߘߩߚ㧘ᣢሽᛛⴚߣߒߡࠃߊ↪ߐࠇߡࠆㆡ
ᔕᄌ⺞ᣇᑼ߇ᔅߕߒ߽ല₸⊛ߥવㅍߣߪ⸒ಾࠇ ߥ㧚ߘߎߢᧄⓂߢߪᦨዊ࿕ࡄࠬߦ߅ߡ߽ല₸
⊛ߥવㅍࠍน⢻ߣߔࠆߎߣࠍ⋡⊛ߣߒߡ㧘ߎߩ MIMO ࠪࠬ࠹ࡓߦ MC-CDMA (Multi Carrier-Code Division Multiple Access) ᣇᑼ4-5)ࠍ⚵ߺวࠊߖߚㅢ
ାᣇᑼࠍኻ⽎ߣߔࠆ㧚MC-CDMA ᣇᑼߪ㧘CDMA ᣇ ᑼ ߣ OFDM (Orthogonal Frequency Division
Multiple) ᣇᑼࠍⲢวߒߚᣇᑼߢ㧘ᖱႎߏߣߦ࿕
ߩ╓ภ♽ࠍដߌวࠊߖࠆߎߣߦࠃࠅ࠳ࠗࡃࠪ
࠴ലᨐ߇ᓧࠄࠇࠆߣ߁․ᓽࠍߒߡ߅ࠅ㧘ㄭᐕ㧘
ᰴઍߩ࡞⒖േㅢାࠪࠬ࠹ࡓߩή✢વㅍᣇᑼ ߣߒߡᵈ⋡ߐࠇߡࠆ㧚
* Department of Electronics, Doshisha University, Kyotanabe, Kyoto, 610-0321, Japan Telephone: +81-774-65-6355, Fax: +81-774-65-6801, E-mail: hsasaoka@mail.doshisha.ac.jp
߹ߚ㧘ᓥ᧪ߢߪㆡᔕ⊛ߥવㅍㅦᐲᓮߣߒߡㆡᔕ ᄌ⺞߇↪ࠄࠇࠆ߇㧘MC-CDMAᣇᑼߦ߅ߡߪ╓
ภᄙ㊀ᢙࠍㆡᔕ⊛ߦᓮߔࠆㆡᔕવㅍᓮ߇ታ
ߢ߈ࠆ㧚ߎߎߢ㧘વ៝〝⁁ᴫߦᔕߓߚㆡᔕવㅍᓮ ࠍⴕ߁㓙ߦߪ㧘⍍ᤨSNR(Signal to Noise Ratio㧦ㅍା
ାภ㔚ജኻฃାାภ㔚ജᲧ)ߥߤߦࠃࠅવ៝〝ⅣႺ ࠍផቯߒ㧘ߘߩផቯߒߚ୯ߦᔕߓߡㆡᔕવㅍᓮࠍ ⴕ߁6)㧚ߒ߆ߒ㧘ߎߩᚻᴺߢߪ㧘ᵄᢙㆬᛯᕈࡈࠚ
ࠫࡦࠣⅣႺਅߢߩ MC-CDMA ᣇᑼߩ႐ว㧘ᢔ
╓ภ㑆ߦ⊒↢ߔࠆ⋧ᐓᷤߩᓇ㗀ࠍฃߌㅢାຠ⾰
߇ᄢ߈ߊഠൻߔࠆߎߣ߇ࠆ㧚ߎߩߚ㧘⍍ᤨSNR ߩផቯߦട߃ߡㆃᑧ㊂ࠍᱜ⏕ߦផቯߔࠆᔅⷐ߇
ࠆࠅ㧘ߘߩታߩߚⶄ㔀ߥಣℂ߇ᔅⷐߣߥࠆ㧚
৻ᣇ㧘ㅢାຠ⾰ߩഠൻⷐ࿃߇ᄙߊࠆ႐ว㧘ᡆૃ
ࡆ࠶࠻⺋ࠅࠍ↪ߚ࿁✢ຠ⾰ផቯᴺߩലᕈ߇⍮
ࠄࠇߡࠆ7-11)㧚ߎߩផቯᴺߪ㧘㔀㖸ߩᓇ㗀ߩઁ㧘 ᐓᷤ߿ߘߩઁߩᓇ㗀ࠍోߡ⠨ᘦߒߚ߽ߩߢ㧘ฃାା
ภߦኻߒߡੱὑ⊛ߦାภࠍഠൻߐߖ㧘ߘߩഠൻାภ ߆ࠄ⺋ࠅࠍ⊒↢ߐߖࠆ߽ߩߢࠆ㧚
ߘߎߢᧄⓂߢߪ㧘╓ภᄙ㊀ൻߦࠃࠆㆡᔕવㅍᓮ ߦᡆૃࡆ࠶࠻⺋ࠅߦࠃࠆ࿁✢ຠ⾰ផቯࠍ↪ࠆᣇ ᴺࠍឭ᩺ߔࠆ㧚ߎࠇߦࠃࠅ㧘ㆃᑧ㊂ࠍᱜ⏕ߦᬌߔ ࠆߎߣߥߊㅢାຠ⾰ࠍផቯߒ㧘ߘࠇߦࠃࠅㆡಾߥᄙ
㊀ᢙࠍㆬᛯߔࠆߎߣ㧘ㅢାຠ⾰ߩ⛽ᜬ߅ࠃ߮ࠬ࡞
ࡊ࠶࠻ะߔࠆߎߣ߇ᦼᓙߐࠇࠆ㧚 ឭ᩺ᣇᑼߩ
ലᕈࠍ⏕ߔࠆߚ㧘⸘▚ᯏࠪࡒࡘ࡚ࠪࡦߦࠃ ࠅ․ᕈࠍ⹏ଔߒߚ㧚
/+/1/%%&/# ࠪࠬ࠹ࡓ /+/1 ࠪࠬ࠹ࡓ
MIMOࠪࠬ࠹ࡓߣߪ㧘ㅍାฃାᣇߦⶄᢙ ߩࠕࡦ࠹࠽ࠍ↪ߡ㧘ฦޘߩࠕࡦ࠹࠽߆ࠄ⁛┙ߥା
ภࠍห৻ᵄᢙߢવㅍߔࠆࠪࠬ࠹ࡓߢࠆ㧚ߎࠇߦ ࠃࠅᵄᢙ↪ല₸ࠍ㜞ߟߟ㧘ㅍାࠕࡦ࠹࠽ᢙಽ ߦ⋧ᒰߔࠆવㅍ㊂ߩჇടࠍᓧࠆߎߣ߇น⢻ߣߥࠆ㧚
Fig.1 ߦㅍฃାࠕࡦ࠹࠽ᢙࠍߘࠇߙࠇ2ᧄߣߒߚ႐
วߩ MIMO ࠪࠬ࠹ࡓࠍ␜ߔ㧚ߒ߆ߒ㧘ห৻ᵄᢙ ߢⶄᢙߩାภࠍㅍାߔࠆߣ㧘Fig.1 ߦ␜ߔࠃ߁ߦฃ
ାߢߪⶄᢙߩାภ߇ᐓᷤߒ߁ߚ㧘ାภߩಽ㔌 ಣℂ߇ᔅⷐߣߥࠆ㧚ߎߩାภಽ㔌ಣℂߣߒߡએਅߦ
␜ߔ2ㅢࠅߩ႐วߦᄢߐࠇࠆ㧚
I. વ៝〝ⅣႺߩᖱႎࠍฃାߩߺᣢ⍮ߢࠆ㧚 II. વ៝〝ⅣႺߩᖱႎࠍㅍାฃାᣇߢᣢ⍮
ߢࠆ㧚
ᧄⓂߢߪ㧘IIߩ႐วߢࠆવ៝〝ⅣႺߩᖱႎࠍㅍ
ାฃାᣇߢᣢ⍮ߣߔࠆାภಽ㔌ಣℂᚻᴺߩ 1ߟߢࠆ࿕ࡕ࠼વㅍᴺࠍኻ⽎ߣߔࠆ㧚࿕ࡕ
࠼વㅍᴺߣߪ㧘વ៝〝ⅣႺߩᖱႎࠍㅍାฃା
ᣇߢᣢ⍮ߣߒߡࠆߚ㧘ࠄ߆ߓផቯߒߚ વ៝〝ⅣႺࠍ․⇣୯ಽ⸃ߔࠆ㧚ߘߩ․⇣୯ಽ⸃ߩ◲
නߥᑼࠍᑼ(1)ߦ␜ߔ㧚
ᑼߦ߅ߡ㧘ઃᷝሼHߪⶄ⚛ᓎォ⟎㧘Ȝiߪߘ ࠇߙࠇߩࡄࠬߦ߅ߌࠆ࿕୯ߢࠆ㧚ᑼ(1)ߩ B ⴕ
ߩᓎⶄ⚛ォ⟎ⴕࠍㅍା࠙ࠚࠗ࠻㧘Aⴕߩ
ᓎⶄ⚛ォ⟎ⴕࠍฃା࠙ࠚࠗ࠻ߣߒߡਸ਼▚ߔࠆߎ ߣߦࠃࠅ㧘࠴ࡖࡀ࡞㑆ᐓᷤࠍ㒰ߔࠆߎߣ߇น⢻ߣ ߥࠅ㧘ฃାାภߪᰴᑼߣߥࠆ㧚
»¼
« º
¬
Ȼ
¼
« º
¬
» ª
¼
« º
¬ ª
2 1 2 1 2
1
0 0
Tx Tx Rx
Rx
O O
ᑼ(2)߆ࠄฃାାภߪㅍାାภߦ࿕୯ߩ୯߇ਸ਼▚
ߐࠇߡࠆߎߣ߆ࠄ㧘ฃାାภߪ࿕୯ߩ୯ߦଐሽ ߔࠆ㧚
Tx1
Tx2
Rx1
Rx2
Z11
Z12
Z21
Z22
»¼
« º
¬
Ȼ
¼
« º
¬
» ª
¼
« º
¬ ª
2 1 22 21
12 11 2
1
Tx Tx Z Z
Z Z Rx
Rx
Fig.1. MIMO system.
(1)
(2)
H
B B
B B A
A A A Z Z
Z
Z »
¼
« º
¬ ª
» »
¼ º
« «
¬
» ª
¼
« º
¬ { ª
» ¼
« º
¬ ª
22 21
12 11 2 1 22 21
12 11 22 21
12 11
0
0
O
O
/%%&/# ᣇᑼ
MC-CDMAᣇᑼߪ㧘ᵄᢙല↪ࠍน⢻ߣߔࠆ
OFDMᣇᑼߣᄙరធ⛯ᣇᑼࠍน⢻ߣߔࠆCDMAᣇ ᑼࠍⲢวߒߚᣇᑼߢࠆ㧚ߎߎߢ㧘OFDMᣇᑼ߇⁜
Ꮺၞߥࠨࡉࠠࡖࠕߢ࠺࠲ࠍવㅍߔࠆߩߦኻߒ
ߡ㧘MC-CDMAߢߪ࠺࠲ߦ╓ภ♽ࠍដߌวࠊߖ
ోࠨࡉࠠࡖࠕߦᢔߔࠆ㧚ߎߩ⚿ᨐ㧘MC-CDMA ߢߪ㧘OFDMߩోᵄᢙᏪၞ㧔ᐢᏪၞ㧕ࠍ↪ࠆߎ ߣߦߥࠆ㧚MC-CDMAᣇᑼߩ․ᓽߪ㧘ㅍା࠺࠲ࠍ
ోࠨࡉࠠࡖࠕߦᢔߒߡવㅍߔࠆߚ㧘ᵄᢙㆬ
ᛯᕈࡈࠚࠫࡦࠣߦࠃࠆ৻ㇱߩࠨࡉࠠࡖࠕߩഠ ൻߩᓇ㗀ࠍฃߌ㔍ߊߥࠆ㧚ߎߩߎߣߪ㧘ᵄᢙ࠳ࠗ
ࡃࠪ࠴ലᨐ߇ᓧࠄࠇࠆߎߣࠍᗧߔࠆ㧚
ᧄⓂߢߪ㧘න৻ዪߩାภߦᢔ╓ภߩᄙ㊀ᢙࠍᄌ ൻߐߖࠆ╓ภಽഀᄙ㊀ᣇᑼ(CDM㧦Code Division Multiplexing)ߦߟߡᬌ⸛ࠍⴕ߁㧚
ㅢାຠ⾰ផቯᴺ
ㅢାຠ⾰ផቯᴺߣߒߡࠃߊ↪ࠄࠇࠆ߽ߩߪ⍍
ᤨ SNRߦࠃࠆᣇᴺߢࠆ㧚ߎߩᚻᴺߢߪ㧘ฃା
ߢߩାภ㔚ജߣ㔀㖸㔚ജߣߩᲧࠍ᳞ࠆߎߣߢࡆ
࠶࠻⺋ࠅ₸ߥߤߩㅢାຠ⾰ផቯ߇น⢻ߣߥࠆ㧚․ߦ
࿕ࡕ࠼વㅍᴺߦࠃࠆ MIMO ࠪࠬ࠹ࡓߢߪ㧘ฃ
ାାภᒝᐲ߇࿕୯ߩᄌേߩᓇ㗀ࠍฃߌࠆߚ㧘ߘ ߩᓇ㗀߽ߚផቯ߇น⢻ߣߥࠆ⍍ᤨ SNRࠍ↪
ߚㅢାຠ⾰ផቯᴺߪലߢࠆ㧚
ߒ߆ߒ㧘ᄌ⺞ᣇᑼߣߒߡ MC-CDMA ᣇᑼࠍ↪
ߚ႐ว㧘ᵄᢙㆬᛯᕈࡈࠚࠫࡦࠣⅣႺਅߢߪ
MC-CDMAᣇᑼ․ߩ╓ภ㑆ᐓᷤ߇↢ߓࠆ㧚ߘߩߚ
㧘ߎߩ╓ภ㑆ᐓᷤߦࠃࠆᓇ㗀߽ߚㅢାຠ⾰ផ ቯࠍⴕ߁ᔅⷐ߇ࠆ㧚ߒ߆ߒ㧘⍍ᤨ SNRࠍ↪ߚ ㅢାຠ⾰ផቯᴺߢߪ╓ภ㑆ᐓᷤࠍࠎߛផቯࠍߔ ࠆߎߣ߇㕖Ᏹߦ࿎㔍ߢࠆ㧚
ߘߎߢ㧘ᧄⓂߢߪߎߩ╓ภ㑆ᐓᷤࠍࠎߛផቯᴺ ߣߒߡᡆૃࡆ࠶࠻⺋ࠅ₸ࠍ↪ߚㅢାຠ⾰ផቯᴺ ࠍឭ᩺ߔࠆ㧚ᡆૃࡆ࠶࠻⺋ࠅߣߪ㧘ฃାߢੱὑ⊛
ߦାภࠍഠൻߐߖࠆߎߣߦࠃࠅᓧࠄࠇࠆࡆ࠶࠻⺋
ࠅߩߎߣߢࠅ㧘ߎࠇߪታ㓙ߩࡆ࠶࠻⺋ࠅߣߪ⇣ߥ ࠆ㧚ߎߩᚻᴺߪ㧘
z ฃାାภࠍഠൻߐߖߚ߽ߩࠍᲧセߔࠆߚ㧘ㅍ
ାାภ߇ᣢ⍮ߢࠆᔅⷐ߇ߥ㧘
z ৻⥸⊛ߦታ㓙ߩࡆ࠶࠻⺋ࠅ₸ࠃࠅᡆૃࡆ࠶࠻
⺋ࠅ₸ߩᣇ߇㜞ߊߥࠆߚ㧘ዋߥࠨࡦࡊ࡞ᢙ ߢ♖ᐲ⦟ࡆ࠶࠻⺋ࠅ₸ࠍផቯߔࠆߎߣ߇ߢ ߈ࠆ㧘
z ᡆૃࡆ࠶࠻⺋ࠅ߆ࠄታ㓙ߩࡆ࠶࠻⺋ࠅࠍ⋥ធ ផቯߔࠆߚ㧘ࡈࠚࠫࡦࠣએᄖߩᐓᷤାภߥ ߤߩഠൻⷐ࿃ࠍߚ✚ว⊛ߥࡆ࠶࠻⺋ࠅࠍ ផቯߔࠆߎߣ߇ߢ߈ࠆ㧘
ߣ߁․ᓽࠍᜬߟ㧚
ߎߩᡆૃࡆ࠶࠻⺋ࠅࠍ⊒↢ߐߖࠆᚻᴺߣߒߡߪ㧘 Ԙ⋧࿁ォࠍട߃ࠆ㧘ԙ㔀㖸ࠍઃടߔࠆ㧘Ԛାภࠍ ᱡ߹ߖࠆ㧘ԛࠨࡦࡊࡦࠣὐࠍߕࠄߔ㧘Ԝ್ቯߒ߈
୯ࠍࠝࡈ࠶࠻ߐߖࠆ㧘ߥߤߩ᭽ޘߥᣇᴺ߇⠨߃ ࠄࠇࠆ㧚
ᧄⓂߦ߅ߌࠆᡆૃࡆ࠶࠻⺋ࠅߩᬌᴺࠍFig.2ߦ
␜ߔ㧚ᧄⓂߢߪᡆૃࡆ࠶࠻⺋ࠅ₸ࠍផቯߔࠆ㓙㧘ㅍ
ାାภߪᧂ⍮ߣߔࠆ㧚Fig.2 ߦ߅ߡ㧘ฃାߒߚା
ภߦኻߒഠൻಣℂ (Distortion) ࠍᣉߔ㧚ߎߩߣ߈㧘 ฃାߒߚାภࠍห᭽ߩഠൻᚻᴺߢ 2 ࡄ࠲ࡦߩಣ ℂࠍⴕ߁㧚ߎߩࠃ߁ߦഠൻߒߚାภࠍᓳ⺞ߒ㧘ᓧࠄ ࠇߚ2ߟߩࡆ࠶࠻♽ࠍᲧセߔࠆߣ㧘ࡆ࠶࠻ߩਇ৻
⥌߇⊒↢ߔࠆ㧚ࡆ࠶࠻ਇ৻⥌߇ᡆૃࡆ࠶࠻⺋ࠅߣߥ ࠆ㧚ߎߩ⊒↢ߒߚᡆૃࡆ࠶࠻⺋ࠅࠃࠅ㧘ᡆૃࡆ࠶࠻
⺋ࠅ₸(PBER㧦Pseudo Bit Error Rate)ࠍ᷹ቯߔࠆߎߣ ߇ߢ߈ࠆ㧚
Transmit data
Distortion
Distortion
Compare
PBER
Received data
Compare BER
<Transmitter>
<Propagation>
<Receiver>
Fig.2. Measurement method of pseudo bit error rate.
৻ᣇ㧘ฃାାภࠍഠൻߐߖߥߢ㧘ᓳ⺞࠺࠲ߣ ㅍା࠺࠲ࠍᲧセߒߡᓧࠄࠇࠆ߽ߩ߇㧘ታ㓙ߩࡆ࠶
࠻⺋ࠅߢࠅ㧘ߎࠇ߇⌀ߩࡆ࠶࠻⺋ࠅ₸(BER㧦Bit
Error Rate)ߣߥࠆ㧚ታ㓙ߩⅣႺߢߪ㧘ᣢ⍮ߩࡆ࠶࠻
ࠍㅍାߒߥ߆߉ࠅ㧘ߎߩ⌀ߩࡆ࠶࠻⺋ࠅ₸ߩ᷹ቯ ߪਇน⢻ߢࠆ㧚
ᧄⓂߢߪឭ᩺ᣇᑼߩᕈ⢻⹏ଔߩၮḰߣߒߡ↪
ࠆ㧚ߒ߆ߒ㧘ࠄ߆ߓᡆૃࡆ࠶࠻⺋ࠅ₸ߣ⌀ߩࡆ
࠶࠻⺋ࠅ₸ߩ㑐ଥࠍ᳞࠹ࡉ࡞ࠍᚑߔࠆߎߣ ߦࠃࠅ㧘ᡆૃࡆ࠶࠻⺋ࠅ₸߆ࠄ⌀ߩࡆ࠶࠻⺋ࠅ₸ࠍ ផቯߔࠆߎߣ߇น⢻ߣߥࠆ㧚
࿕ࡕ࠼વㅍᴺߩ㗴ὐߣߘߩ⸃╷
࿕ࡕ࠼વㅍᴺߩ㗴ὐ
࿕ࡕ࠼વㅍᴺߢߪ㧘ㅍାฃାᣇߢવ
៝〝․ᕈࠍᣢ⍮ߣߒߡࠆߚ㧘ࠄ߆ߓ․⇣୯ ಽ⸃ࠍⴕ㧘ㅍାߢㅍା࠙ࠚࠗ࠻㧘ฃାߢฃା
࠙ࠚࠗ࠻ࠍਸ਼▚ߔࠆߎߣߢ⋥ൻࠍⴕ㧘࠴ࡖࡀ࡞
㑆ᐓᷤࠍ㒰ߔࠆߎߣ߇น⢻ߢࠆ㧚ߒ߆ߒ㧘ฃା
ାภߩᝄߪ࿕୯ߩ୯ߦଐሽߒߡࠆߚ㧘࿕
୯ߩ୯߇ዊߐߊߥࠆߣ㧘ᝄߪዊߐߊߥࠅ⚿ᨐߣߒ ߡㅢାຠ⾰߇ഠൻߒߡߒ߹߁㧚৻ߣߒߡFig.3ߦ ㅍฃାࠕࡦ࠹࠽ߘࠇߙࠇ2ᧄߣߒߚ႐วߩ㧘╙1࿕
୯ߣ╙2࿕୯ߩ࿕୯ߩᐔᣇᩮߩಽᏓࠍ␜ߔ㧚
Fig.3ߦ␜ߔࠃ߁ߦ㧘╙1࿕୯ߩ୯ߪ1એߣ
ߥࠆ⏕₸߇㕖Ᏹߦ㜞㧚ߘߩߚ㧘ㅢାຠ⾰ߦࠃߞ ߡߪ㧘ᄙ୯ᄌ⺞ࠍⴕ1࠺࠲ߚࠅߩࡆ࠶࠻ᢙࠍ Ⴧടߐߖࠆߎߣߢવㅍኈ㊂ࠍჇടߐߖࠆߎߣ߇ᦼ ᓙߢ߈ࠆ㧚৻ᣇ㧘╙2࿕୯ߪ1એਅߣߥࠆ⏕₸߇ 㕖Ᏹߦ㜞ߚ㧘ฃାାภߩᝄߪㅍାାภߩᝄ
ࠃࠅዊߐ⁁ᘒߢᓳ⺞ߔࠆน⢻ᕈ߇㜞ߊߥࠆ㧚․ߦ㧘
ᵄᢙㆬᛯᕈࡈࠚࠫࡦࠣⅣႺਅߢߪ㧘ࠨࡉࠠࡖ
ࠕߦࠃࠅ࿕୯ߦ߫ࠄߟ߈߇↢ߓࠆߚ㧘࿕୯ߩ ୯߇ዊߐࠨࡉࠠࡖࠕߢߪฃାାภߩᝄ߇㕖 Ᏹߦዊߐߊߥࠆน⢻ᕈ߇ࠅ㧘⚿ᨐߣߒߡㅢାຠ⾰
߇ഠൻߒߡߒ߹߁㧚ߎߩߎߣ߆ࠄ㧘ᓥ᧪ߩવㅍᓮ ᣇᑼߢࠆㆡᔕᄌ⺞߇ᔅߕߒ߽ㆡಾߥᣇᑼߣߪ⸒
ಾࠇߥ㧚
߹ ߚ 㧘⍍ ᤨ SNR ࠍ ↪ ߚ ㅢ ାຠ ⾰ផ ቯ ᴺ ࠍ
MC-CDMAᣇᑼߦㆡ↪ߒߚ႐ว㧘ᵄᢙㆬᛯᕈࡈࠚ
ࠫࡦࠣਅߢߪ MC-CDMA ᣇᑼ․ߩ╓ภ㑆ᐓᷤ
ࠍࠎߛផቯ߇㕖Ᏹߦ࿎㔍ߣߥࠆ㧚
ᡆૃࡆ࠶࠻⺋ࠅ₸ផቯᴺ
೨▵ߩ㗴ὐࠍ⸃ߔࠆᚻᴺߩ৻ߟߣߒߡ㧘ᡆૃ
ࡆ࠶࠻⺋ࠅ₸ߦၮߠߊ MC-CDMA ߩ╓ภᄙ㊀ൻߦ ࠃࠆㆡᔕવㅍᓮ߇ࠆ㧚ᡆૃࡆ࠶࠻⺋ࠅ₸ߩផቯ ᴺߪ㧘ࡈࠚࠫࡦࠣߦࠃࠆഠൻߩઁ㧘ᐓᷤߥߤߦࠃ ࠆഠൻߥߤฦ⒳ߩഠൻⷐ࿃߽ࠎߛ႐วߦኻߒߡ
߽ᱜ⏕ߥផቯ߇น⢻ߢࠆ㧚ߎߩߚ㧘ᵄᢙㆬᛯ ᕈࡈࠚࠫࡦࠣਅߢߩ MC-CDMA ᣇᑼߩ․ᕈ⹏ଔ ߦ㕖Ᏹߦലߢࠆ㧚
ᡆૃࡆ࠶࠻⺋ࠅࠍ⊒↢ߐߖࠆᚻᴺߪ2.3▵ߢ߽⺑
ߒߚࠃ߁ߦ᭽ޘߥᚻᴺ߇ࠆ㧚ᧄⓂߢߪ㧘ᄌ⺞ᣇ
ᑼߣߒߡ MC-CDMA ᣇᑼࠍ↪ࠆߚ㧘♖ᐲ⦟ߊ
ᡆૃࡆ࠶࠻⺋ࠅࠍ⊒↢ߐߖࠆߚߦߪ㧘ㅒᢔᓟߦ ഠൻಣℂࠍട߃ࠆᔅⷐ߇ࠆ㧚߹ߚ㧘ᧄⓂߢߪ QPSK(Quadrature Phase Shift Keying)ᄌ⺞ߢᬌ⸛ࠍ ⴕ߁ߚ㧘⋧ᚑಽࠍࠎߛഠൻಣℂ߇ᔅⷐߣߥࠆ㧚 ߎࠇࠄߩߎߣ߆ࠄ㧘ᡆૃࡆ࠶࠻⺋ࠅࠍ⊒↢ߐߖࠆᚻ ᴺߣߒߡ㧘⋧࿁ォࠍ↪ߚഠൻᚻᴺࠍขࠅߍࠆ㧚
Fig.4 ߦ⋧࿁ォࠍ↪ߚᡆૃࡆ࠶࠻⺋ࠅ⊒↢ᚻ
ᴺࠍ␜ߔ㧚ห࿑(a)ߪฃାାภ㧘ห࿑(b)ߪᡆૃࡆ࠶
࠻⺋ࠅߣ್ቯߐࠇࠆ㗔ၞࠍ␜ߒߡࠆ㧚ߎߩࡆ࠶࠻
⺋ࠅ⊒↢ᴺߢߪ㧘ߪߓߦฃାାภࠍㅒᢔಣℂߒ㧘 ߘߩᓟ㧘⋧࿁ォࠍട߃ߡାภഠൻߐߖࠆ㧚ߎߩ
⋧࿁ォߪ㧘್ቯゲࠍ࿁ォߐߖࠆߎߣߣห╬ߢࠆ㧚 ห࿑(b)ߦ␜ߔࠃ߁ߦ Phase shift(1)ߢ್ቯゲࠍ㧙ș°
Fig.3. Distribution of square root of eigen value.
࿁ォߐߖߚ߽ߩࠍᓳ⺞ߔࠆ৻ᣇߢ㧘Phase shift(2)ߢ
್ቯゲࠍș°࿁ォߐߖߚ߽ߩࠍᓳ⺞ߔࠆ㧚
ߎࠇࠄࠃࠅᓧࠄࠇߚࡆ࠶࠻♽ࠍᲧセߒ㧘ਇ৻⥌
ࡆ࠶࠻ࠍᡆૃࡆ࠶࠻⺋ࠅߣߔࠆ㧚ห࿑(b)ߩߢߪ㧘 㤥ὐߢ␜ߐࠇߚࡆ࠶࠻߇ᡆૃࡆ࠶࠻⺋ࠅߣߥࠆ㧚
ឭ᩺ᣇᑼߩ․ᕈ⹏ଔ ࠪࡒࡘ࡚ࠪࡦࠪࠬ࠹ࡓࡕ࠺࡞
ឭ᩺ᣇᑼߩᕈ⢻ࠍቯ㊂⊛ߦ⹏ଔߔࠆߚߦ⸘▚
ᯏࠪࡒࡘ࡚ࠪࡦࠍⴕߞߚ㧚ࠪࡒࡘ࡚ࠪࡦࠪ
ࠬ࠹ࡓߩో᭴ᚑࠍ Fig.5(a)ߦ㧘ࡑ࡞࠴ࠠࡖࠕߩ MIMO ߩㅍฃାㇱߩ᭴ᚑࠍห(b)ߦ␜ߔ㧚߹ߚ㧘ࠪ
ࡒࡘ࡚ࠪࡦ⻉రࠍTable 1ߦ␜ߔ㧚
Fig.5(a)ߦ␜ߔࠃ߁ߦ࠺࠲ฃାዪߢߪ㧘ߘߩㅍ
ା♽ߦ߅ߡ࿁✢ຠ⾰⹜㛎ߩߚߦ࠺࠲ߩ⊒↢㧘
ᄌ⺞㧘MC-CDMA ㅍା㧘MIMO ㅍାߥߤߩಣℂࠍ
ࠍⴕߞߡ㧘࠺࠲ฃାዪߦ㔚ᵄࠍㅍାߔࠆ㧚࠺࠲
ㅍାዪߢߪ㧘ߘߩฃା♽ߦ߅ߡ MIMO ฃା㧘
MC-CDMAฃାߩಣℂࠍⴕߞߚᓟ㧘࿁✢ຠ⾰ផቯࠍ
ⴕ߁㧚ߎߩ࿁✢ຠ⾰ផቯߢߪ㧘࠺࠲ฃାዪߩㅍା
࠺࠲ࠍᧂ⍮ߣߒ㧘ᡆૃࡆ࠶࠻⺋ࠅ₸߆ࠄ⌀ߩࡆ࠶
࠻⺋ࠅ₸ࠍផቯߒߡࠆ㧚ߎߩ⌀ߩࡆ࠶࠻⺋ࠅ₸߇ 10-3એਅߣߥࠆᄙ㊀ᢙࠍ▚ߒ㧘╓ภᄙ㊀ൻߦࠃࠆ ㆡᔕવㅍᓮࠍⴕ߁㧚ߥ߅㧘ᄙ㊀ᢙߪ1㨪32ߣߒ㧘
᧦ઙࠍḩߚߐߥ႐ว㧘ㅍାOFFࠍㆬᛯߔࠆ㧚
࠺࠲ㅍାዪߩㅍା♽ߢߪ㧘ᄙ㊀ᢙߦᔕߓߡㅍା
࠺࠲ࠍ↢ᚑߒ㧘ᄌ⺞㧘MC-CDMA ㅍା㧘MIMO ㅍାߩಣℂࠍⴕߞߡ㧘࠺࠲ฃାዪߦะߌߡ㔚ᵄࠍ ㅍାߔࠆ㧚ߎߎߢ㧘ㅍା㔚ജߪᄙ㊀ᢙߦࠃࠄߕ৻ቯ
ߦ ⸳ ቯ ߔ ࠆ 㧚 ࠺ ࠲ ฃ ା ዪ ߩ ฃ ା ♽ ߢ ߪ 㧘
MIMO-MC-CDMA ߩฃାಣℂࠍⴕߞߚᓟ㧘․ᕈ⹏
ଔࠍⴕ߁㧚․ᕈ⹏ଔߦߪ㧘ࡆ࠶࠻⺋ࠅ₸㧘ࡈࡓ
⺋ࠅ₸㧘ࠬ࡞ࡊ࠶࠻ߥߤࠍ↪ࠆ㧚߹ߚ㧘Fig.5 (b) ߦ␜ߔࠃ߁ߦ㧘વㅍ࠴ࡖࡀ࡞ߏߣ㧘ࠨࡉࠠࡖࠕߏ ߣߩㅍା㊀ߺߠߌ㧘ฃା㊀ߺߠߌࠍⴕߞߡࠆ㧚
Data Receiving Station
Receiver Side Transmitter Side Data Transmitting Station
Receiver Side Transmitter Side
MIMO
MIMO MC-CDMA
MC-CDMA Modulation
Link Quality Estimation
Test Data
Demo.
MIMO
MIMO MC-CDMA
MC-CDMA Modulation
Data
Multiplexing Control
Performance Estimation
(a) Configuration of multi-carrier MIMO system
IFFT GI Insert IFFT
Transmit Weighting Transmit Weighting
IFFT GI
Insert
Antenna #1
Ante nna #2 Subcarrier Signal
Input
RF Signal Output
Channel #1 Channe l #2
GI Insert Transmit
Weighting Re ceive Weighting
FFT GI
Remove
Ante nna #1 Antenna #2 Subcarrier Signal
Output
RF Signal input
Channel #1 Channel #2
(b) Transmitter and receiver configuration Fig.5. System configurations.
Table 1. Simulation parameters.
Modulation QPSK
MC-CDMA 64 subcarrier, 48 symbol packet, 100 k symbol/sec transmission rate MIMO 2x2 antenna, multi-carrier MIMO,
Eigen-mode transmission,
Propagation Quasi-static fading in packet duration, Non-coherent fading between packet, Delay time=1 sample, DUR=0,3,6,12 [dB], Fig.4. Generation of pseudo error.
(a) Received data (b) Area of pseudo error Phase shift(2)
(ǰq) Phase shift(1)
(㧙ǰq)
$'4 ኻ 2$'4 ߩ㑐ଥ
ᡆૃࡆ࠶࠻⺋ࠅ⊒↢ߩ⋧࿁ォ㊂
ࠪࡒࡘ࡚ࠪࡦߦࠃࠅ㧘ᡆૃࡆ࠶࠻⺋ࠅߩ⊒↢
ߦㆡᒰߥ⋧࿁ォ㊂ߩᬌ⸛ࠍAWGN(Additive White Gaussian Noise)ⅣႺਅߢⴕߞߚ㧚Fig.6ߦ⋧࿁ォ㊂ ߣߒߡฃାߢǸ/18㧘Ǹ/12㧘Ǹ/10㧘Ǹ/9㧘Ǹ/6ߩ
⋧࿁ォࠍട߃ߚ႐วߩ MC-CDMA ߩᡆૃࡆ࠶࠻
⺋ࠅ₸ߣ⌀ߩࡆ࠶࠻⺋ࠅ₸ߩ․ᕈࠍ␜ߔ㧚ోߡߩ
⋧࿁ォ㊂ߦ߅ߡMC-CDMAߩᄙ㊀ᢙߪ32ߢᬌ⸛
ࠍⴕߞߚ㧚
⋧࿁ォ㊂Ǹ/6ߪ㧘ᡆૃࡆ࠶࠻⺋ࠅ₸ߦᄢ߈ߥᄌ ൻ߇ߥߊផቯߩᗵᐲ߇ᖡߊߥࠆߚ㧘ㆡಾߥᓮ߇ ߢ߈ߥߣ੍ᗐߐࠇࠆ㧚߹ߚ㧘⋧࿁ォ㊂Ǹ/18ߪ㧘
⌀ߩࡆ࠶࠻⺋ࠅ₸߇ૐ㗔ၞࠍផቯߔࠆߚ㧘ᄙߊ ߩࡆ࠶࠻ࠍવㅍߔࠆᔅⷐ߇ࠅ㧘ല₸⊛ߦផቯߔࠆ ߚߦߪㆡಾߢߪߥ㧚ߘߩߚ㧘ᧄⓂߢߪ㧘ㅢା
ߦᔅⷐߥࡆ࠶࠻⺋ࠅ₸ߩ㒢ࠍ⠨ᘦߒ㧘ೋᦼᬌ⸛ߣ ߒߡ⋧࿁ォ㊂ࠍǸ/10ߣߒߚ㧚
⋧࿁ォ㊂ߦ߅ߌࠆฦᄙ㊀ᢙߩ․ᕈ ߎߩ▵ߢߪ㧘ߘߩ⋧࿁ォ㊂ߦ߅ߌࠆฦᄙ㊀ᢙߩ BER ኻ PBER ․ᕈࠍ⸘▚ᯏࠪࡒࡘ࡚ࠪࡦߦࠃ ࠅᬌ⸛ߒߚ㧚
Fig.7 ߦ AWGN ߩㆃᑧ DUR(Desire to Undesired Ratio㧦⋥ធᵄኻㆃᑧᵄ㔚ജᲧ)㧦6[dB]㧘ㆃᑧࠨࡦࡊ
࡞ᢙ㧦1ࠨࡦࡊ࡞ߦ߅ߌࠆฦᄙ㊀ᢙߩBERኻPBER
․ᕈࠍ␜ߔ㧚ห࿑(a)ߪฦᄙ㊀ᢙߦኻᔕߒߚBERኻ PBER․ᕈ㧘ห࿑(b)ߪPBERߩᄙ㊀ᢙࠍ32ߣ࿕ቯ
ߒ㧘BERߩᄙ㊀ᢙߪᄌᢙߣߒߚ႐วߩBERኻPBER
․ᕈߢࠆ㧚ߎߎߢ㧘ㆃᑧ DUR=6[dB]ߣߪ㧘ㆃᑧ ᵄߩ㔚ജߪ⋥ធᵄߩ㔚ജߩ1/2ߢࠆ㧚ห࿑(a)߆ࠄ㧘 ᡆૃࡆ࠶࠻⺋ࠅ₸ࠍ᷹ቯߒ㧘MC-CDMAߩᡆૃࡆ࠶
࠻⺋ࠅ₸ߣ⌀ߩࡆ࠶࠻⺋ࠅ₸ߩ․ᕈࠍ࠹ࡉ࡞ߣ ߒߡෳᾖߔࠆߎߣߦࠃࠅ㧘ฦᄙ㊀ᢙߦ߅ߌࠆ⌀ߩࡆ
࠶࠻⺋ࠅ₸ࠍផቯߔࠆߎߣ߇ߢ߈ࠆ㧚ห࿑(b)ߦ߅
ߡ㧘ㅢାຠ⾰ផቯߩᄙ㊀ᢙࠍ 32 ߣߒ㧘ฃାߢ PBER=410-3ߣ᷹ቯߐࠇߚ႐ว㧘PBER=410-3ߩ
⟎ߦ⌕⋡ߔࠆߣ㧘BER=110-3એਅߣߥࠆᄙ㊀ᢙ ߪ24ߢࠆߎߣ߇ࠊ߆ࠆ㧚
$'4 ኻ 2$'4 ߩ &74 ଐሽᕈ
Fig.8 ߦᡆૃࡆ࠶࠻⺋ࠅ₸ࠍ᷹ቯߔࠆߚߩᄙ㊀
ᢙࠍ32ߣ࿕ቯߒ㧘ㆃᑧᵄ߇ሽߒߥAWGNⅣႺ
䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕
䎔䎓䎐䎖 䎔䎓䎐䎕
䎥䎨䎵
䎳䎥䎨䎵
䎃
䎃
䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎗 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎛 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎙 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎕䎓 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎕䎗 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎖䎕
(b) Average BER versus PBER
Fig.7. Average BER versus PBER. (DUR : 6[dB])
䎔䎓䎐䎛 䎔䎓䎐䎙 䎔䎓䎐䎗 䎔䎓䎐䎕 䎔䎓䎓
䎔䎓䎐䎘 䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕 䎔䎓䎐䎔 䎔䎓䎓
䎥䎨䎵
䎳䎥䎨䎵
䎃
䎃 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔
䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎕 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎗 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎛 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎙 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎖䎕
(a) Average BER versus PBER
䎔䎓䎐䎙 䎔䎓䎐䎗 䎔䎓䎐䎕 䎔䎓䎓
䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕 䎔䎓䎐䎔 䎔䎓䎓
䎥䎨䎵
䎳䎥䎨䎵
䎃
䎃
䕨䎒䎔䎛 䕨䎒䎔䎕 䕨䎒䎔䎓 䕨䎒䎜 䕨䎒䎙
Fig.6. Average BER versus PBER over AWGN.
߅ࠃ߮ㆃᑧᵄ߇ሽߔࠆAWGNⅣႺߦ߅ߌࠆBER ኻPBERߩ․ᕈࠍ␜ߔ㧚ߎߎߢ㧘ㆃᑧᵄ߇ሽߔࠆ AWGNⅣႺߩㆃᑧDURߪઍ⊛ߥ୯ߣߒߡ0[dB]
߅ࠃ߮6[dB]ߣߒߚ㧚
ห࿑ࠃࠅ㧘ᄙ㊀ᢙࠍ࿕ቯߒߚ႐ว㧘ㆃᑧᵄߩሽ
߅ࠃ߮ㆃᑧDURߩᄢ߈ߐߦଐሽߔࠆߎߣߥߊ㧘৻
ቯߩ․ᕈࠍ⛽ᜬߒߡࠆߎߣ߇ࠊ߆ࠆ㧚ߎࠇߪ㧘ฃ
ାᯏߦ߅ߡഠൻಣℂࠍⴕߞߚ㓙㧘ㆃᑧᵄߩᓇ㗀߇ AWGNߦ߅ߌࠆᓇ㗀ߣ߶߷ห╬ߣߥߞߡࠆߚ㧘 ߘࠇߙࠇߩ․ᕈ߇ߕࠇߡࠆߛߌߢࠅ㧘৻ቯߩ․
ᕈࠍߞߡࠆߣ⠨߃ࠄࠇࠆ㧚
ឭ᩺ᣇᑼߩലᕈ
ឭ᩺ᣇᑼߩലᕈࠍ⹏ଔߔࠆߚ㧘ࡈࠚࠫࡦࠣ
ⅣႺਅߢߩવㅍ․ᕈ㧔ࡈࡓ⺋ࠅ₸㧘ࠬ࡞ࡊ࠶
࠻ߥߤ㧕ࠍ⸘▚ᯏࠪࡒࡘ࡚ࠪࡦߢ᳞ߚ㧚ߥ߅㧘
ࠪࡒࡘ࡚ࠪࡦߦᒰߚߞߡߪ㧘ㆃᑧDUR㧦6[dB]㧘 ㆃᑧࠨࡦࡊ࡞ᢙ㧦1ࠨࡦࡊ࡞ߦ߅ߌࠆBERኻPBER
․ᕈࠍ࠹ࡉ࡞ߣߒߡ↪ߒߚ㧚
ࡈ࠶࠻ࡈࠚࠫࡦࠣⅣႺਅߩવㅍ․ᕈ ࡈ࠶࠻ࡈࠚࠫࡦࠣⅣႺਅߦ߅ߌࠆવㅍ․ᕈ ࠍFig.9ߦ␜ߔ㧚ห࿑(a)ߪFER(Frame Error Ratio:ࡈ
ࡓ⺋ࠅ₸)․ᕈ㧘ห࿑(b)ߦࠬ࡞ࡊ࠶࠻․ᕈࠍ
␜ߔ㧚߹ߚ㧘ὐ✢ߪㅍା OFF ࠍㆡ↪ߒߥ႐ว㧘 ታ✢ߪㅍାOFFࠍㆡ↪ߒߚ႐วߩ․ᕈߢࠆ㧚
ห࿑(a)ࠃࠅ㧘ㅍାOFFࠍㆡ↪ߔࠆߎߣߢFER߇ ᡷༀߐࠇࠆߎߣ߇ಽ߆ࠆ㧚 ৻ᣇ㧘ห࿑(b)ࠃࠅ㧘ㅍ
ା OFF ࠍㆡ↪ߒߚ႐วߣㆡ↪ߒߡ߽㧘ࠬ࡞ࡊ࠶
࠻․ᕈߦᄢ߈ߥᄌൻߪߥ㧚ߎࠇߪ㧘ㅍା OFF ᓮࠍㆡ↪ߒㅍା OFF ߣߥࠆ⁁ᴫਅߢߪ㧘ࡈࡓ
⺋ࠅ߇⊒↢ߔࠆߎߣ߇ᄙߊ㧘ㅍା OFF ࠍㆡ↪ߒߥ ߊߡ߽ߘߩࡄࠤ࠶࠻߇ᑄ᫈ߐࠇࠆߚߢࠆ㧚
߹ߚ㧘ᐔဋSNR ߇ᄢ߈ߊߥࠆߦߟࠇࠬ࡞ࡊ࠶
࠻߇Ⴧടߒߡࠆ㧚ߎࠇߪ㧘╙2࿕ࡄࠬߩࠬ࡞
ࡊ࠶࠻ߩჇടߦࠃࠆ߽ߩߢࠆ㧘ߥ߅㧘╙1࿕ࡄ
ࠬߩᄙ㊀ᢙߪోߡߩᐔဋSNRߢ߶߷32ࠍ⛽ᜬߒߡ
ࠆ㧚
ㆬᛯᕈࡈࠚࠫࡦࠣⅣႺਅߩવㅍ․ᕈ ᰴߦᵄᢙㆬᛯᕈࡈࠚࠫࡦࠣⅣႺਅߦ߅ߌࠆ વㅍ․ᕈࠍFig.10ߦ␜ߔ㧚ㆃᑧDUR㧦6[dB]㧘ㆃᑧ ࠨࡦࡊ࡞ᢙ㧦1ࠨࡦࡊ࡞ߣߒߚ㧚ߎߎߢ㧘ὐ✢ߪㅍ
ାOFFࠍㆡ↪ߒߥ႐ว㧘ታ✢ߪㅍାOFFࠍㆡ↪
ߒߚ႐วߩࠪࡒࡘ࡚ࠪࡦ⚿ᨐߢࠆ㧚ห࿑(a)
䎔䎓䎐䎙 䎔䎓䎐䎗 䎔䎓䎐䎕 䎔䎓䎓
䎔䎓䎐䎙 䎔䎓䎐䎘 䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕 䎔䎓䎐䎔 䎔䎓䎓
䎥䎨䎵
䎳䎥䎨䎵
䎃
䎃
䏚䎒䏒䎃䏇䏈䏏䏄䏜䏚䏄䏙䏈 䏚䎃䏇䏈䏏䏄䏜䏚䏄䏙䏈䎋䎧䎸䎵䎝䎓䎾䏇䎥䏀䎌 䏚䎃䏇䏈䏏䏄䏜䏚䏄䏙䏈䎋䎧䎸䎵䎝䎙䎾䏇䎥䏀䎌
Fig.8. Comparison of average BER versus PBER.
(with and without delay)
Fig.9. Transmission characteristics in flat fading.
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎷䏋䏕䏒䏘䏊䏋䏓䏘䏗䎃䎾䎰䏅䏓䏖䏀
䎃
䎃
䏚䎒䏒䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉 䏚䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉
(b) Throughput characteristic
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓
䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕 䎔䎓䎐䎔 䎔䎓䎓
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎩䎨䎵
䎃
䎃
䏚䎒䏒䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉 䏚䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉
(a) FER characteristic
ߦBER(Bit Error Ratio:ࡆ࠶࠻⺋ࠅ₸)․ᕈ㧘ห࿑(b) ߦFER․ᕈ㧘ห࿑(c)ߦࠬ࡞ࡊ࠶࠻․ᕈ㧘ห࿑(d) ߦㅍାOFF ࠍㆡ↪ߒߚ႐วߩ╙2࿕ࡄࠬߦ߅ߌ ࠆᄙ㊀ᢙߩ⊒↢⏕₸ࠍ␜ߔ㧚ห࿑(a)ࠃࠅ㧘ㅍାOFF ࠍⴕ߁ߎߣߢోߡߩᐔဋ SNRߦ߅ߡࡆ࠶࠻⺋ࠅ
₸ࠍ10-3એਅߦᓮߢ߈ߡࠆߎߣ߇ࠊ߆ࠆ㧚߹ߚ㧘 ߘࠇߦࠃࠅ FER ․ᕈࠍᡷༀߔࠆߎߣ߇ߢ߈ߡࠆ (ห࿑(b)ෳᾖ)㧚
৻ᣇ㧘ห࿑(d) ࠃࠅ㧘ࠬ࡞ࡊ࠶࠻․ᕈߪ㧘ㅍା
OFFߣㅍାOFFߩ႐วߢᄌൻ߇ߥߎߣ߆ࠄ㧘ㅍ
ା OFF ߩኻ⽎ߣߥࠆࡈࡓߪ㧘ࡈࡓ⺋ࠅߦ ࠃࠅࡄࠤ࠶࠻߇⎕᫈ߐࠇߡࠆߎߣ߇ࠊ߆ࠆ㧚߹ߚ㧘 ᐔဋ SNRߩჇടߦኻߔࠆࠬ࡞ࡊ࠶࠻ߩჇടߪ㧘
╙ 2 ࿕ࡄࠬߩࠬ࡞ࡊ࠶࠻ߩჇടߦࠃࠆ߽ߩߢ
ࠆ㧚ߘߩ╙2ࡄࠬߩᄙ㊀ᢙߩ⊒↢⏕₸ࠍห࿑(d)
ߦ␜ߒߡࠆ㧚ห࿑߆ࠄᐔဋSNR ߇Ⴧടߔࠆߣ㧘 ᄙ㊀ᢙߩ⊒↢ഀว߇Ⴧടߔࠆߣߣ߽ߦㅍା OFF ߩ
ഀว߇ᷫዋߒߡࠆ㧚ߒ߆ߒ㧘ᐔဋ SNR:30[dB]ߦ ߅ߡ߽╙2࿕ࡄࠬߦ߅ߌࠆㅍାOFFߩഀวߪ 45%⒟ᐲࠆ㧚ߎࠇߪᡆૃࡆ࠶࠻⺋ࠅߩ᷹ቯߦ߅ߌ ࠆᄙ㊀ᢙߩ⸳ቯ߇32ߢࠆߚ㧘╓ภ㑆ᐓᷤߦࠃ ࠅታ㓙ߩᄙ㊀ᢙߦ⸳ቯߐࠇߚ႐วߦᲧߴߡ⌀ߩࡆ
࠶࠻⺋ࠅ₸ࠍㆊᄢ⹏ଔߔࠆߚߢࠆ㧚ߥ߅㧘ㆊᄢ
⹏ଔߪ㧘ㅢାຠ⾰ࠍ⏕ታߦ⛽ᜬߔࠆⷰὐ߆ࠄലߣ
߽⸒߃ࠆ㧚
વㅍ․ᕈߩ &74 ଐሽᕈ
ߎߎߢߪ㧘ᧄⓂߢ↪ߒߡࠆ࠹ࡉ࡞ߩㆃᑧ DUR ߦኻߔࠆଐሽᕈࠍᬌ⸛ߔࠆ㧚ㆃᑧ DUR㧦 0,3,6,12[dB]ߦ߅ߌࠆવㅍ․ᕈࠍFig.11ߦ␜ߔ㧚ห࿑
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎷䏋䏕䏒䏘䏊䏋䏓䏘䏗䎃䎾䎰䏅䏓䏖䏀
䎃
䎃 䏚䎒䏒䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉 䏚䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉
(c) Throughput characteristic
(d) Distribution of number of multicode of second eigenpath (DUR:6[dB])
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓
䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕 䎔䎓䎐䎔 䎔䎓䎓
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎩䎨䎵
䎃
䎃
䏚䎒䏒䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉 䏚䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉
(b) FER characteristic
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓
䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕 䎔䎓䎐䎔 䎔䎓䎓
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎥䎨䎵
䎃
䎃
䏚䎒䏒䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉 䏚䎃䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉
(a) BER characteristic
䎓 䎕 䎗 䎙 䎛 䎔䎓 䎔䎕 䎔䎗 䎔䎙 䎔䎛 䎕䎓 䎕䎕 䎕䎗 䎕䎙 䎕䎛 䎖䎓 䎓
䎕䎓 䎗䎓 䎙䎓 䎛䎓 䎔䎓䎓
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎳䏕䏒䏅䏄䏅䏌䏏䏗䏌䏜䎃䎾䎈䏀
䎃
䎃
䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎕䱊䎖 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎗䱊䎚 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎛䱊䎔䎘 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎙䱊䎖䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎖䎕
Fig.10. Transmission characteristic in frequency-selective fading.
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓 䎓
䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎷䏋䏕䏒䏘䏊䏋䏓䏘䏗䎃䎾䎰䏅䏓䏖䏀
䎃
䎃
䎧䎸䎵䎝䎓䎾䏇䎥䏀 䎧䎸䎵䎝䎖䎾䏇䎥䏀 䎧䎸䎵䎝䎙䎾䏇䎥䏀 䎧䎸䎵䎝䎔䎕䎾䏇䎥䏀
(a)ߪFER․ᕈ㧘ห࿑(b)ߪࠬ࡞ࡊ࠶࠻․ᕈ㧘ห࿑
(c)ߪ㧘 DUR: 12[dB]ߦ߅ߌࠆ╙2࿕ࡄࠬߩ⊒↢ഀ
วߢࠆ㧚
ห࿑(a)ࠃࠅ㧘ㆃᑧDURࠍᄌൻߐߖߡ߽FER․ᕈ
ߦᄢ߈ߥᄌൻߪߥ㧚ߎߩߎߣ߆ࠄ㧘╓ภᄙ㊀ൻߦ ࠃࠆㆡᔕવㅍᓮ߇ㆡಾߢࠆߎߣ߇ࠊ߆ࠆ㧚
৻ᣇ㧘ห࿑(b)ࠃࠅࠬ࡞ࡊ࠶࠻․ᕈߪㆃᑧ DUR ߇ᄢ߈ߊߥࠆ㧘ߔߥࠊߜㆃᑧᵄߩᓇ㗀߇ዊߐߊߥࠆ
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓
䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕 䎔䎓䎐䎔 䎔䎓䎓
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎩䎨䎵
䎃
䎃
䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎗 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎛 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎘 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎙 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎚 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎕䎗 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎖䎕
(a) FER characteristic
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䏗䏋䏕䏒䏘䏊䏋䏓䏘䏗䎃䎾䎰䏅䏓䏖䏀
䎃
䎃
䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎗 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎛 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎘 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎙 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎚 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎕䎗 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎖䎕
(b) Throughput characteristic
䎓 䎕 䎗 䎙 䎛 䎔䎓 䎔䎕 䎔䎗 䎔䎙 䎔䎛 䎕䎓 䎕䎕 䎕䎗 䎕䎙 䎕䎛 䎖䎓 䎓
䎔䎓 䎕䎓 䎖䎓 䎗䎓 䎘䎓 䎙䎓 䎚䎓 䎛䎓 䎜䎓 䎔䎓䎓
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎳䏕䏒䏅䏄䏅䏌䏏䏗䏜䎃䎾䎈䏀
䎃
䎃
䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎕䱊䎖 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎗䱊䎚 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎛䱊䎔䎘 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎙䱊䎖䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎖䎕
(c) Distribution of number of multicode of second eigenpath (Number of codes:16) Fig.12. Transmission characteristics in frequency-
selective fading when number of multiplexing is varied.
䎓 䎕 䎗 䎙 䎛 䎔䎓 䎔䎕 䎔䎗 䎔䎙 䎔䎛 䎕䎓 䎕䎕 䎕䎗 䎕䎙 䎕䎛 䎖䎓 䎓
䎕䎓 䎗䎓 䎙䎓 䎛䎓 䎔䎓䎓
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎳䏕䏒䏅䏄䏅䏌䏏䏌䏗䏜䎃䎾䎈䏀
䎃
䎃 䏗䏕䏄䏑䏖䏐䏌䏗䎃䏒䏉䏉 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎕䱊䎖 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎗䱊䎚 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎛䱊䎔䎘 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎔䎙䱊䎖䎔 䎰䏘䏏䏗䏌䏓䏏䏈䏛䏌䏑䏊䎃䎖䎕
(c) Distribution of number of multicode of second eigenpath (DUR:12[dB])
Fig.11. Transmission characteristics in frequency- selective fading when DUR is varied.
䎓 䎘 䎔䎓 䎔䎘 䎕䎓 䎕䎘 䎖䎓
䎔䎓䎐䎗 䎔䎓䎐䎖 䎔䎓䎐䎕 䎔䎓䎐䎔 䎔䎓䎓
䎤䏙䏈䏕䏄䏊䏈䎃䎶䎱䎵䎃䎾䏇䎥䏀
䎩䎨䎵
䎃
䎃 䎧䎸䎵䎝䎓䎾䏇䎥䏀 䎧䎸䎵䎝䎖䎾䏇䎥䏀 䎧䎸䎵䎝䎙䎾䏇䎥䏀 䎧䎸䎵䎝䎔䎕䎾䏇䎥䏀
(a) FER characteristic
(b) Throughput characteristic
ߦᓥࠬ࡞ࡊ࠶࠻ߪะߒߡࠆ㧚ߎࠇߪ㧘╙2
࿕ࡄࠬߩჇടߦࠃࠆ߽ߩߢࠆ㧚
ㅢାຠ⾰ផቯߦ߅ߌࠆᄙ㊀ᢙߩᬌ⸛
ᡆૃ⺋ࠅ₸ߩ᷹ቯߩߚߩᄙ㊀ᢙߩ⸳ቯࠍ32ߣ ߒߡ㧘╓ภᄙ㊀ൻߦࠃࠆㆡᔕવㅍᓮࠍⴕߞߚ႐ว㧘 ㆃᑧDUR㧦6[dB]ߦ߅ߡ╙2࿕ࡄࠬߩㅍାOFF ߇⚂45%ߩഀวߢ⊒↢ߔࠆߎߣ߇ࠊ߆ߞߚ㧚ߎߩ▵
ߢߪ㧘Fig.12ߦࠃࠅᡆૃ⺋ࠅ₸ߩ᷹ቯߩߚߩᄙ㊀
ᢙߩ⸳ቯߩᦨㆡൻߦ㑐ߒߡᬌ⸛ࠍⴕ߁㧚
ห࿑(a)ࠃࠅᄙ㊀ᢙ߇16એߦߥࠆߣ㧘╓ภᄙ㊀ ൻߦࠃࠆㆡᔕવㅍᓮᓟߩࡈࡓ⺋ࠅ₸ߦᄢ߈ ߥᄌൻ߇ߥ㧚ߎࠇߪ㧘ᡆૃ⺋ࠅ₸ߩ᷹ቯߩߚߩ ᄙ㊀ᢙߩ⸳ቯࠍ16એߣߔࠆߣ㧘⌀ߩ⺋ࠅ₸ࠍᄢ
ߦㆊዊ⹏ଔߔࠆෂ㒾ᕈ߇ᷫዋߔࠆߚߢࠆ㧚
߹ߚ㧘ห࿑(b)ࠃࠅ㧘ᄙ㊀ᢙߩ⸳ቯࠍᄙߊߔࠆߣ㧘 ᐔဋࠬ࡞ࡊ࠶࠻ߪᷫዋߔࠆ㧚ߎࠇߪ㧘ᄙ㊀ᢙߩ⸳
ቯࠍᄢ߈ߊߔࠆߣ㧘⌀ߩ⺋ࠅ₸․ᕈࠍࠃࠅㆊᄢ⹏ଔ ߔࠆߚㅍା OFF ߩഀว߇㜞ߊߥࠅ㧘ߘߩ⚿ᨐ㧘 ᐔဋࠬ࡞ࡊ࠶࠻ߪૐਅߔࠆߚߢࠆ㧚
એߩ⚿ᨐ߆ࠄ㧘╓ภൻߦࠃࠆㆡᔕવㅍᓮᓟߩ ㅢାຠ⾰߇ᄢ߈ߊᄌൻߒߥ▸࿐ߢ㧘ࠬ࡞ࡊ࠶࠻
߇ᦨᄢߣߥࠆ߽ߩࠍㆬᛯߔࠆߣ㧘ᡆૃࡆ࠶࠻⺋ࠅߩ
᷹ቯߩߚߩᄙ㊀ᢙߩ⸳ቯߪ16ߣߥࠆ㧚ߎߩ႐ว ߩ╙ 2 ࿕ࡄࠬߦ߅ߌࠆᄙ㊀ᢙߩ⊒↢⏕₸ࠍห࿑
(c)ߦ␜ߔ㧚⇼ૃ⺋ࠅ₸ߩ᷹ቯߩߚߩᄙ㊀ᢙߩ⸳ቯ ࠍ 32 ߣߒߚ႐ว㧘ᐔဋ SNR:30[dB]ߦ߅ߌࠆㅍା
OFFߩഀวߪ⚂45%(Fig.10(d)ෳᾖ)ሽߔࠆߩߦኻ ߒ㧘ᄙ㊀ᢙߩ⸳ቯࠍ16ߣߒߚ႐ว㧘ᐔဋSNR:30[dB]
ߦ߅ߌࠆㅍାOFFߩഀวߪ⚂30%߹ߢૐਅߒߡ
ࠆ㧚ߎߩߣ߈㧘ㅍାOFFߩഀวߪ⚂30%⒟ᐲߣߥ ࠅ㧘ࠬ࡞ࡊ࠶࠻ߪᄙ㊀ᢙ32ߣᲧセߒᦨᄢ1.5Mbps ᡷༀߔࠆߎߣ߇น⢻ߢࠆ㧚ߘߩߚ㧘ᧄ⎇ⓥߦ߅
ߌࠆMIMO-MC-CDMAᣇᑼߦ߅ߡ㧘⋧࿁ォࠍ
↪ߚᡆૃࡆ࠶࠻⺋ࠅ₸ផቯᴺࠍ↪ߚㅢାຠ⾰
ផቯᴺߢߪ㧘ㅢାຠ⾰ࠍផቯߔࠆᄙ㊀ᢙߪ16߇ᦨ ㆡߢࠆߎߣ߇ࠊ߆ࠆ㧚
߹ߣ
ᧄⓂߢߪ㧘MIMO-MC-CDMA ᣇᑼߦ߅ߌࠆߩᡆ
ૃࡆ࠶࠻⺋ࠅ₸ߦၮߠߊ╓ภᄙ㊀ൻߦࠃࠆㆡᔕવ ㅍᓮᣇᑼࠍឭ᩺ߒ㧘ߘߩലᕈࠍ⸘▚ᯏࠪࡒࡘ
࡚ࠪࡦߦࠃࠅᬌ⸛ߒߚ㧚
ࠪࡒࡘ࡚ࠪࡦߩ⚿ᨐ㧘ᡆૃࡆ࠶࠻⺋ࠅ₸ࠍ↪
ߚឭ᩺ᣇᑼࠍ↪ࠆߎߣߢㅢାຠ⾰ߩᡷༀ߇น
⢻ߥߎߣ߇ࠊ߆ߞߚ㧚⇼ૃࡆ࠶࠻⺋ࠅ₸ߩ᷹ቯߩߚ
ߩᄙ㊀ᢙߩ⸳ቯࠍᦨᄢᄙ㊀ᢙ32ߣ࿕ቯߒߚ႐ว㧘 ㆃᑧDURߦଐሽߔࠆߎߣߥߊ╓ภᄙ㊀ᢙߩㆡᔕ
ᓮ߇น⢻ߥߎߣ㧘ㆃᑧᵄߩᓇ㗀߇ዊߐߊߥࠆߦᓥ
ࠬ࡞ࡊ࠶࠻ߩะ߇น⢻ߥߎߣ߇ಽ߆ߞߚ㧚ߒ߆ ߒ㧘ᄙ㊀ᢙࠍ32ߣ࿕ቯߒߚ႐ว㧘ᵄᢙㆬᛯᕈࡈ ࠚࠫࡦࠣⅣႺਅߢߪ㧘⌀ߩࡆ࠶࠻⺋ࠅ₸ࠍㆊᄢ⹏
ଔߔࠆߚ㧘ㅍାOFFߩഀว߇⚂45%⒟ᐲ⊒↢ߒ㧘 ᐔဋࠬ࡞ࡊ࠶࠻߇ૐਅߔࠆߎߣ߇ࠊ߆ߞߚ㧚߹ߚ㧘 ㅢାຠ⾰ߩ⛽ᜬߣࠬ࡞ࡊ࠶࠻ߩะߣࠍਔ┙ߐ ߖࠆᄙ㊀ᢙࠍᬌ⸛ߒߚ⚿ᨐ㧘ᄙ㊀ᢙߪ16߇⦟ߎ ߣ߇ಽ߆ߞߚ㧚
ᓟߩ⺖㗴ߣߒߡߪ㧘ㅍା OFF ߩഀวࠍᷫዋߐ ߖࠆᛛⴚߩឭ᩺߅ࠃ߮ࠬ࡞ࡊ࠶࠻ߩߐࠄߥࠆะ
ࠍ⠨ᘦߒㆡᔕᄌ⺞߽ߚᬌ⸛ࠍⴕ߁ᔅⷐ߇
ࠆ㧚߹ߚ㧘ᖱႎࡈࠖ࠼ࡃ࠶ࠢࠍⴕ߁ߎߣߢߐࠄߦ ല₸ࠃߊવㅍߢ߈ࠆߣ⠨߃ࠄࠇࠆ㧚
ෳ⠨ᢥ₂
1) ໊ᴛᅢ↵, "MIMO વ៝࠴ࡖࡀ࡞ࡕ࠺ࡦࠣ," ାቇ
⺰(B), Vol.J86-B, No.9, pp.1706-1720 (2003).
2) ᄢ㏹ᱞ㓶, ኼᒾ, ዊᎹᕶቁ, "MIMO࠴ࡖࡀ࡞ߦ ߅ߌࠆⓨ㑆ಽഀᄙ㊀ᣇᑼߣߘߩၮᧄ․ᕈ," ାቇ⺰
(B), Vol.J87-B No.9, pp.1162-1173 (2004).
3) ᔒ㓉৻㇢, ᄢ㊁ജ, ᨋ, ╣ἑᎯ, "࠴ࡖࡀ࡞
ⴕߩ⋧㑐ⴕߩᦨዊ࿕୯ࠍᄢ߈ߊߔࠆࠃ߁ߦ ㅍା⋧ᓮࠍⴕ߁E-SDM/OFDMࠪࠬ࠹ࡓ," ାቇ ᛛႎ, RCS2004-44, pp.115-120 (2004).
4) S. Hara and R. Prasad, "Overview of multicarrier CDMA," IEEE Communications Magazine, Vol.35, No.12, pp.126-133 (1997).
5) ᧻ᧄᷤ, ⪭ว⑲᮸, "OFDMᄌ⺞ᣇᑼߩᔕ↪," ࠻ࠤ
࠶ࡊࠬ (2001).
6) ศ↰᥍ੱ, ೨ේᢥ, 㜞⇌ᢥ㓶, "OFDMવㅍߦ߅ߌ ࠆ㜞ㅦࡈࠚࠫࡦࠣᄌേఘߦ㑐ߔࠆ৻ᬌ⸛," ା ቇᛛႎ, AP2001-119, pp.47-52 (2001).
7) E. A. Newcombe and S. Pasupathy, "Error rate monitoring for digital communication," Proceedings of IEEE, Vol.70, No.8, pp.805-828 (1982).
8) I. M. Kosic, "Pseudo error rate of a PSK system with hardware imperfections, noise and cochannel interference," IEE Proceedings, Vol.136, Pt.I, No.5, pp.333-338 (1989).
9) ဈᧄᙗ, స, "DSRCࠪࠬ࠹ࡓߦ߅ߌࠆᡆૃ
⺋ࠅᬌᴺࠍ↪ߚㆡᔕᄌ⺞ߩᕈ⢻⹏ଔ," ାቇ✚
ᄢ, A-17-6 (2003).
10) ጤ⺈ੱ, ᷰㆻ⾆ᔒ, 㜞ାੱ, ╣ጟ⑲৻, "ᡆૃࡆ
࠶࠻⺋ࠅߦၮߠߊࡆ࠶࠻⺋ࠅ₸ߩផቯᴺ," ାቇᛛ ႎ, AP2006-15, pp.35-40 (2006).
11) ᷰㆻ⾆ᔒ, ጤ⺈ੱ, ╣ጟ⑲৻, "ᡆૃ⺋ࠅߦࠃࠆ࿁
✢ຠ⾰ផቯᴺࠍ↪ߚOFDMㆡᔕᄌ⺞ᣇᑼ," หᔒ
␠ᄢቇℂᎿቇ⎇ⓥႎ๔, 47, 149-159(2006).