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インターネットとオープンな無線技術の今後 / Future of Internet and Open Radio Engineering

Kenji Rikitake
September 03, 2020

インターネットとオープンな無線技術の今後 / Future of Internet and Open Radio Engineering

情報処理学会第51回IOT研究会 2020年9月3日

Kenji Rikitake

September 03, 2020
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  1. ΠϯλʔωοτͱΦʔϓϯͳແઢٕज़ͷࠓޙ
    ྗ෢ ݈࣍
    ྗ෢݈ٕ࣍ज़࢜ࣄ຿ॴ / ϖύϘݚڀॴ
    2020೥9݄3೔ ৘ใॲཧֶձୈ51ճIOTݚڀձ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 1

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  2. ຊൃදͷ಺༰
    • എܠ: ແઢٕज़ͷΦʔϓϯԽͱి೾؂ཧମ੍ͷໃ६
    • ΦʔϓϯԽͷྫ(1): SDRͱΠϯλʔωοτ
    • ΦʔϓϯԽͷྫ(2): ΞϚνϡΞແઢͱΦʔϓϯαΠΤϯε
    • ແઢͷ҉߸ར༻Ͱͷ໰୊఺
    • ·ͱΊ: ࠓޙԿΛม͑Ε͹͍͍ͷ͔
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 2

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  3. എܠ
    ແઢٕज़ͷΦʔϓϯԽͱ
    ి೾؂ཧମ੍ͷໃ६
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 3

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  4. ແઢٕज़ͷΦʔϓϯԽ
    Πϯλʔωοτͷར༻΍׆༻Λલఏʹͨ͠ΦʔϓϯԽ͕Ճ଎த
    • ιϑτ΢ΣΞແઢػʢSDRʣͷීٴ
    • FM์ૹͷϚϧνύεআڈͳͲߴ౓ͳػೳͷ࣮ݱ͕༰қʹͳͬͨ
    • Τϯυϊʔυ͔Βͷ৘ใू໿ʹΑΔIoTతͳར༻ͷීٴ
    • FlightRadar24ͳͲͰάϩʔόϧͳঢ়گͷՄࢹԽ͕Ͱ͖ΔΑ͏ʹͳͬͨ
    • ػೳͷΦʔϓϯιʔειϑτ΢ΣΞʢOSSʣԽͷਪਐ
    • ൿ఻ͩͬͨແઢٕज़ͷ։͕ࣔਐΈֶश͢Δ͜ͱ͕༰қʹͳͬͨ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 4

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  5. ి೾؂ཧମ੍ͱΦʔϓϯԽͷໃ६
    ೔ຊͷి೾๏Ͱ͸ࣄલڐՄ͕લఏ
    • ؂ཧͷ໨త: ࠞ৴๦֐ͷࣄલ๷ࢭͱి೾ͷެฏͳར༻
    • ݱ࣮: ࣄલڐՄݪଇʹ߹Θͳ͍΋ͷ͸͢΂ͯྫ֎తڐՄ
    • ݁Ռ: ๏཯͕ෳࡶʹͳΓਝ଎ʹಈ͚ͳ͍
    • Ͳͷྫ֎͕ԿΛΧόʔ͍ͯ͠Δͷ͔؆୯ʹΘ͔Βͳ͍
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 5

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  6. ి೾๏͸ݸผ໔ڐʹΑΔࣄલڐՄ͕େݪଇ
    • ࣄલͷ໔ڐਃ੥→༧උ໔ڐ
    • ༧උ໔ڐʹجͮ͘޻ࣄˠམ੒ݕࠪ
    • མ੒ݕ͕ࠪ௨ͬͯ΍ͬͱ໔ڐঢ়ަ෇
    • ٕज़త࢓༷͕มΘΔͱશ෦΍Γ௚͠: ಈతʹม͑ΒΕͳ͍
    ࢀߟ: 2020೥7݄ݱࡏͷؔ౦૯߹௨৴ہͰͷΞϚνϡΞແઢہͷਃ੥ॲཧʹ͸ຖճ໿1ϲ݄͔͔͍ͬͯΔ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 6

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  7. ి೾๏ʹ͓͚Δྫ֎ͷ਺ʑ
    • ແઢLANʢIEEE802.11ʣ
    • ܞଳి࿩΍εϚʔτϑΥϯͷ୺຤: ిؾ௨৴ࣄۀऀ͕໔ڐΛ୅ߦ
    • LoRaWAN: 920MHzଳͷಛఆখిྗແઢ
    • σδλϧ؆қແઢ / σδλϧখిྗίϛϡχςΟແઢ
    • ΞϚνϡΞແઢʢϏδωεͷ࿩ʹ͸࢖͑ͳ͍ʣ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 7

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  8. ݱঢ়ͷి೾؂ཧମ੍ͷ໰୊఺
    • ීஈ࢖͏௨৴ํࣜ͸๏཯্ͷྫ֎͹͔Γ
    • ηΩϡϦςΟڧԽͳͲͷ৽نٕज़΋։ൃޙ͙͢ʹ࣮ݧͰ͖ͳ͍
    • ਃ੥͕ಧग़ʹͳͬͨͱ͸͍͑ࣄલڐՄݪଇ͸มΘΒͳ͍
    • ߗ௚੍ͨ͠౓ͷ݁ՌɺແڐՄͷӡ༻͕ຮԆ
    • ݁Ռͱٕͯ͠ज़ͷਐาʹ๏཯͕͍͍͍ͭͯͬͯͳ͍
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 8

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  9. ΦʔϓϯԽͷྫ(1):
    SDRͱΠϯλʔωοτ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 9

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  10. RTL-SDR V3
    • ςϨϏड৴νοϓͷԠ༻
    • 24MHz ~ 1766MHz
    • FM์ૹɺߤۭແઢɺΞϚνϡΞແઢɺ
    ADS-B౳ͷड৴ʹ޿͘࢖ΘΕ͍ͯΔ
    • FlightRadar24ͷਪ঑ػࡐ
    • υϥΠό͸OSS
    • ֤छOSSΞϓϦʹରԠ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 10

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  11. 11

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  12. 12

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  13. SDRʹΑΔFMϚϧνύε
    ϑΟϧλͷ࣮૷ྫ
    • ൃදऀͷOSS airspy-fmradionʹ࣮ͯ૷
    • దԠϑΟϧλʹConstant Modulus
    AlgorithmͱෳૉLMSϑΟϧλΛ࢖༻
    • ӈਤ͸NHKେࡕFM์ૹͷ࣌ใԻͷεϖ
    Ϋτϧ෼෍ɺTHD+NΛ0.918%ʢ྘ʣ͔
    Β0.242%ʢ੺ʣʹ௿ݮ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 13

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  14. Πϯλʔωοτ͕SDRʹ༩͑ͨӨڹ
    • ࿦จ΋ϥΠϒϥϦ΋ࢀর࣮૷΋͢΂ͯΠϯλʔωοτ͔Β
    • Ϋϥ΢υίϯϐϡʔςΟϯάʹΑΔੈքதͷ৘ใͷू໿
    • ड৴ػ͚ͩͰ͸ͳ͘ૹ৴ػ΋ΦʔϓϯԽ͞Ε͍ͯΔ
    • ແઢ԰͞Μ͚ͩͰͳ͘ܭࢉػ԰͞Μͷແઢٕज़΁ͷࢀઓ
    • →ίϯϐϡʔλͷI/OσόΠεͱͯ͠ͷແઢػ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 14

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  15. ΦʔϓϯԽͷྫ(2):
    ΞϚνϡΞແઢͱ
    ΦʔϓϯαΠΤϯε
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 15

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  16. ΞϚνϡΞແઢͷྺ࢙ͱࠓޙ
    • ͔ͭͯ͸Ӧར໨తͰͳ͍ࡶஊΛָ͠ΊΔੈք࠷ॳͷSNSͩͬͨ
    • ݱ୅͸ιʔγϟϧϝσΟΞͷ໾ׂ͸Πϯλʔωοτʹৡͬͨ
    • ి೾ૹ৴ͱΞϯςφͳͲٕज़࣮ݧͷ৔ʹճؼͭͭ͋͠Δ
    • ͔͠͠COVID-19ԼͷݱࡏP2PͰࠃࡍ௨৴Ͱ͖Δ਺গͳ͍खஈ
    • ιϑτ΢ΣΞٕज़Ͱ௨৴৚͕݅ඈ༂తʹվળ͞Εͨ(WSJT)
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 16

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  17. 17

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  18. 18

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  19. 19

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  20. Πϯλʔωοτ͕ΞϚνϡΞແઢʹ༩͑ͨӨڹ
    • ࿦จ΋ϥΠϒϥϦ΋ࢀর࣮૷΋͢΂ͯΠϯλʔωοτ͔Β
    • Ϋϥ΢υίϯϐϡʔςΟϯάʹΑΔੈքதͷ৘ใͷू໿
    • ௨৴ํࣜͷ։ൃ΍վྑ΋OSSͱͯ͠ਪਐ
    • άϩʔόϧͳΦʔϓϯαΠΤϯεج൫ͱͳͬͨ
    • ೔ຊ͔Β͸ి೾๏ͷࣄલڐՄݪଇͷͨΊߩݙͰ͖͍ͯͳ͍
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 20

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  21. ೔ຊͷి೾؂ཧମ੍͕
    ແઢͰͷ҉߸ར༻ʹ༩͑ΔӨڹ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 21

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  22. ݱࡏ͸ηΩϡϦςΟରࡦ͕ਝ଎ʹͰ͖ͳ͍
    • ڞ௨伴҉߸͚ͩͰ͸ෆे෼ͳͨΊPKIج൫͕ඞཁ
    • GPS΍ADS-BͳͲ҉߸Λ࢖͍ͬͯͳ͍௨৴ํ͕ࣜࣾձͷࠜװΛ
    ࢧ͑Δঢ়گʹ͸ɺࣄલڐՄ͚ͩͰͳ͘ҧ๏ӡ༻΍ѱҙʹΑΔ๦
    ֐Λܧଓత໢ཏతʹ؂ࢹ͠ਝ଎ʹऔΓక·Δ͜ͱ͕ඞཁ
    • ࣄલڐՄݪଇ͚ͩͰ͸ɺΦʔϓϯͳ҉߸ඪ४΍࣮૷Λਝ଎ʹ࠾
    ༻Ͱ͖ͣɺةຆԽ๷ࢭ΁ͷରࡦ΍࣮ূ࣮ݧ΋ਝ଎ʹͰ͖ͳ͍
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 22

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  23. ·ͱΊ
    ࠓޙͲͷΑ͏ʹ
    ೔ຊͷి೾؂ཧମ੍Λ
    ม͍͑ͯ͘΂͖͔
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 23

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  24. ແઢٕज़ͷΦʔϓϯԽ͸طఆͷࣄ࣮
    ΦʔϓϯԽٕͨ͠ज़Λద੾ʹ؂ཧ͢ΔͨΊʹ
    ࣄલڐՄݪଇґଘ͔Βͷ୤٫͕ඞཁ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 24

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  25. ࠓ͙͢Ͱ͖Δ੍౓ͷվળ(1)
    • ࣄલਃ੥ͳࣗ͘༝ͳར༻͕ՄೳͳଳҬͷ֦ॆ
    • ࠃࡍن֨੒ཱલͷ௨৴ํࣜ΍ϓϩτίϧͷ࣮ݧͷࣗ༝Խ
    • ࣄલڐՄʹཔΒͳ͍ૹ৴ݩೝূج൫ͷ੔උ
    • ҧ๏ͳి೾͕ग़͍ͯΔલఏͰͷ؂ཧମ੍ͷݟ௚͠
    • దਖ਼ͳར༻Λอূ͢ΔͨΊͷϞχλϦϯάମ੍ͷڧԽ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 25

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  26. ࠓ͙͢Ͱ͖Δ੍౓ͷվળ(2)
    • ػثͷมߋ͝ͱʹඞཁͳखଓͷ؆ུԽ͋Δ͍͸ഇࢭ
    • ӡ༻ར༻લఏͰͷੈք֤ࠃ֤஍Ҭͱͷ૬ޓೝূ
    • ݱߦͷ࣮ݧ౳Ͱͷ180೔ؒݶఆͷಛྫ੍౓ͷ֦ॆ
    • ໔ڐ৘ใͷσʔλϕʔε؂ཧͱࢴͷ໔ڐঢ়ͷഇࢭ
    • ୤ϋϯίͱϖʔύʔϨε͸೔ຊ੓෎ͷجຊํ਑
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 26

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  27. ຊൃදͷؔ࿈ݚڀใࠂ/࿦จ
    • ༧ߘ: ྗ෢݈࣍: ΠϯλʔωοτͱΦʔϓϯͳແઢٕज़ͷࠓޙ, Vol. 2020-IOT-51, No.
    1, IPSJ, pp. 1--8 (2020). ISSN 2188-8787. ༧ߘͷPDFϑΝΠϧʢஶऀWebαΠτʣ 1
    • Frissell, N. A., Miller, E. S., Kaeppler, S. R., Ceglia, F., Pascoe, D., Sinanis, N., Smith,
    P., Williams, R., and Shovkoplyas, A. (2014), Ionospheric Sounding Using Real‐Time
    Amateur Radio Reporting Networks, Space Weather, 12, 651– 656, doi:
    10.1002/2014SW001132.
    1 ͜͜ʹܝࡌͨ͠ஶ࡞෺ͷར༻ʹؔ͢Δ஫ҙ: ຊൃදͷ༧ߘͷஶ࡞ݖ͸৘ใॲཧֶձʹؼଐ͠·͢ɻຊஶ࡞෺͸ஶ࡞
    ݖऀͰ͋Δ৘ใॲཧֶձͷڐՄͷ΋ͱʹஶऀͷWebαΠτʹܝࡌ͢Δ΋ͷͰ͢ɻ͝ར༻ʹ౰ͨͬͯ͸ʮஶ࡞ݖ๏ʯ
    ͳΒͼʹʮ৘ใॲཧֶձྙཧߝྖʯʹै͏͜ͱΛ͓ئ͍͍ͨ͠·͢ɻ
    Kenji Rikitake / IPSJ IOT51 3-SEP-2020 27

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