北京航空航天大学 多旋翼飞行器设计与控制 讲义 PPT 合集 可靠飞行控制研究组

Similar documents
Microsoft PowerPoint chap2-print.pptx

2-1- BMC NetworkGL BCM risk management survey_preview.pdf

349D2/D2 L 液压挖掘机 ACHQ

( CIP).:,3.7 ISBN TB CIP (3) ( ) ISBN O78 : 3.

因 味 V 取 性 又 鸟 U 且 最 大 罗 海 惜 梅 理 春 并 贵 K a t h l ee n S c h w e r d t n er M f l e z S e b a s t i a n C A Fe rs e T 民 伊 ' 国 漳 尤 地 视 峰 州 至 周 期 甚 主 第 应

tbjx0164ZW.PDF

非常感谢阁下购买 SYSBEL 易燃液体与化学品安全储存柜产品 作为一家关注员工安全和环境保护 的公司 SYSBEL 将以优良的品质保证您工作环境和人员的安全 SYSBEL 系列易燃液体与化学品安全储存柜符合 OSHA 色标体系 严格区分化学品的危险性质 规范管理 多参数严格测试的全双层钢板耐火结构



( ) Wuhan University

Ps22Pdf

(CIP) ().: ISBN O4-44 CIP (2004)

五花八门宝典(一).doc

Persuasive Techniques (motorcycle helmet)

WL100079ZW.PDF

Microsoft Word - EH 入出國與移民法規-講義-01.doc

:,,,, ( CIP ) /,. :, ISBN CIP ( 2001) : : 127, : : : ht t p: / / www. nwpup. com : :

Ps22Pdf


SIGNUM 3SB3

Ps22Pdf

诺贝尔生理学医学奖获奖者

untitled

! *!"#$%&'()*+,-./#01 6, 8 6, 8 6, 8 8!"# ( / )!"# ( / )!"# ( / )! ( ) 3SB3!" Ø22mm!"# ( / ) 6, 8 6, 8 6, 8 8!"# ( / )!"# ( / )!"# ( ) 7, 10 7, 9 7, 8

New Doc 1



( ) : ( ) (CIP) /.. :,003. () ISBN O4 44 CIP (00) : : 7 : 7007 : (09 ) : : :850 mm 68 mm / 3 :0.5 :60 :00 0

Microsoft Word - 会行党_2014_12号-OK.doc

:51 P"QR$ S TUVW" XY%! " () H P ZS[\I]^_ `agh" bc HQR ] P"S () b c! = "


勤 學 * 卓 越 * 快 樂 成 長 本 校 在 老 師 群 策 群 力 共 同 討 論 下, 型 塑 了 學 校 願 景 : 勤 學 卓 越 快 樂 成 長 ( 一 ) 勤 學 運 用 真 的 力 量 培 養 勤 學, 以 語 文 教 為 基 礎 紮 根 ( 二 ) 卓 越 利 用 美 的 感

Ps22Pdf

Ps22Pdf

<3935BCC6A5D2C1CDB6D52E747066>

1 2 / 3 1 A (2-1) (2-2) A4 6 A4 7 A4 8 A4 9 A ( () 4 A4, A4 7 ) 1 (2-1) (2-2) ()

微积分 授课讲义

Ps22Pdf


4 / ( / / 5 / / ( / 6 ( / / / 3 ( 4 ( ( 2

untitled

第 31 卷 Vol.31 总第 124 期 N C < FG " G 6 (*** + $6C7 -.= " 9 K D $Y 2# 45 9 D ($ 9 $KL-`!78-;a+ * 9 _R? $" KL ;a+ "; #-. 7 $ 9 Y 6C7!"#$

6 h h 3 h 3 ha 3 1 I 2 o o a 3 t y 3 t y 3 y t y 3 t y 3 y tsu 3 tsu 3 su 4 17

EC( )13 第 2 頁 (b) 把 總 目 100 在 年 度 常 額 編 制 內 所 有 非 首 長 級 職 位 按 薪 級 中 點 估 計 的 年 薪 總 值 上 限 提 高 12,480,540 元, 即 由 461,070,000 元 增 至 473,550

Ps22Pdf

! "#$%&' (!")*+,-.*+/, c/, Y!" BN %!"# $%&' (!")*+,-.*+/, )01, :; C D E : F G()01, H IJ KLM5678 N : ; O?, PQ RS T U FV W X( Y H 6 78


Ps22Pdf

I 宋 出 认 V 司 秋 通 始 司 福 用 今 给 研 除 用 墓 本 发 共 柜 又 阙 杂 既 * *" * " 利 牙 激 I * 为 无 温 乃 炉 M S H I c c *c 传 统 国 古 代 建 筑 的 砺 灰 及 其 基 本 性 质 a 开 始 用 牡 壳 煅 烧 石 灰 南

4 A C n n, AA = A A, A,,, Hermite, Hermite,, A, A A, A, A 4 (, 4,, A A, ( A C n n, A A n, 4 A = (a ij n n, λ, λ,, λ n A n n ( (Schur λ i n

该 奈 自 受 PZ 多 透 soc i e B t h y. y t is NA YL OR exp os ed t h a t b e i n g wh o res or sa in t es s e s we r e m ad e n b ot om. M ean wh i l e NA YL

s p o r t o w e j n a w i e r z c h n i s y n t e t y c z n, e jp o l i u r e t a n o w e j z o o n e j z n a s t p u j c e j k o n s t r u k c j i a

Ps22Pdf

; <F SA!"#$!%" & ()"*# +,$$* *&-!%" +)*.")) / 0$ $1//"!#0(*))1 ),(*!"- 2%0)" 0&!13" 44 $3"#/0,."&"$0$!%"#" 0$ &, & 5 ()"*# #,!*!0,&!%" -03),$,/" #"/*0

Ps22Pdf


Microsoft Word - 01韓碧琴

. () ; () ; (3) ; (4).. () : P.4 3.4; P. A (3). () : P. A (5)(6); B. (3) : P.33 A (9),. (4) : P. B 5, 7(). (5) : P.8 3.3; P ; P.89 A 7. (6) : P.

5 (Green) δ

tbjx0033ZW.PDF


Solutions to Exercises in "Discrete Mathematics Tutorial"

,,,,,,., Penrose i,, i j X A {i,, i j }-, X A {, 3}-, A,3 ; A Moore- Penrose A = A,2,3,4., A 5,, Moore-Penrose A {}- A, A. m n Moore-Penrose A, {}- A,

Undangan Finalis

(CIP) : / :,, :, ISBN N - 42 CIP (2000) / /

Microsoft Word - Z8I11A0-102.doc

B3C1

Microsoft Word - 1 自然.doc

Microsoft Word - 会行党_2014_7号-OK.doc

[2001]1 SL SL

untitled

序 言 工 程 力 学 是 我 国 绝 大 部 分 高 等 院 校 工 科 专 业 必 修 的 基 础 课 程, 其 主 要 内 容 由 理 论 力 学 和 材 料 力 学 构 成 随 着 近 年 来 专 业 调 整 及 课 程 体 系 改 革 的 不 断 进 行, 课 堂 学 时 越 来 越 少

: : : ( CIP ) : ( ) /. :, ISBN :. G7. 4 CIP ( 00 ) 005 : : ( ) : : ( 0 : 0004) : : : / 6 : 7 ( ) : 408 () : 00

( ),,,, ( ), (CIP) ( ) /,. :, ISBN TH122 CIP (2005) : : 127 : : , : : : 850 m

2 伊 顿 重 型 静 液 传 动 装 置 目 录 E-TRHD-MC001-C 2011 年 7 月

MICROMASTER 410/420/430/440 DA kW 250kW MICROMASTER Eco & MIDIMASTER Eco MICROMASTER, MICROMASTER Vector DA64 MIDIMASTER Vector 90kW (Low

学报 2017 年第 2 期!" ()*+, -.,/ RS!"#$%&' ()* +,-./01 # #79 78 ()* +,-./017:()*+,-./017: #79 ; ()*+,-./01 #2)<!"=1!"# ()*+,-./01

! * # + + *! # $ # #. 1 #! % &)# * 1 *! * ! % # * # * # + + +!!!! # * % # # + # + * & $ *! * # + * # % #& % &* # & # * %! + * # #!

(CIP) : /. :, 2004 ISBN U472 CIP ( 2004 ) ( 1 : ) : * : : : 010

,, ( ) ( ) ( ) 12, :,,,,,,,,,,,,,,,,, (CIP) /,. 2. :, ISBN :. TH CI P ( 2000 )44124 () ( ) : : :

zyk00168ZW.PDF

Microsoft Word doc

1 S P Cl Pro 2 K Na Ca Mg K Na Ca Mg % 1 6%-9% 2 1%-3% 3 70%-80% 4 P Ca Fe Cu Co Zn Se Mn Mo Ni Cr P Ca 5 VB V B1 Vpp V B2 B3 VE

pdf

E170C2.PDF


{ r þ ¼!!!! Á  én è ~ Á v½ e u ~} Á } Ô Õ }ä } ~ ~ˆ ó û } Á Ç u Á m } Á ¾ Œ rø ke x d Á m } Á vä n uá 7 5 ke 9 3 vò Œl Ávä  ر¾ Á é Á  n 7 5 x uõ

M ( ) K F ( ) A M ( ) 1815 (probable error) F W ( ) J ( ) n! M ( ) T ( ) L ( ) T (171

試料分解と目的元素精製法_2010日本分析化学会

Ps22Pdf

untitled

... II... III A A A.2...

_C_ST_SG_AC10_1_rREV20_VOL2.pdf

Slide 1


第 35 卷第 3 期安全与管理 SAFETY AND MANAGEMENT!! " Z O " 7 8-6" 9: - 6 ` ab=k 7M/ 4ab &' ` ab A 5 A ` H ( ) R7T ) :F%, 4 *+,-. /0 1 L 5 ` ab ` ab S U

Microsoft Word - 产业协会4.doc

Ps22Pdf

Ps22Pdf


Transcription:

北京航空航天大学 多旋翼飞行器设计与控制 讲义 PP 合集 可靠飞行控制研究组 tt://rfly.uaa.u.cn/

qq_uaa@uaa.u.cn 7//... 4. 7// 7// 4...:.: 7// 5 7// 6...:...: 7// 7 7// 8

. +. 4.: 7// 9.4: 7//. 4[].5: 7//. [4-6] Unann Arial Vicl UAV Dron Mol Aircraft 7//.. : : (a).6: () 7// 7// 4. #4. # (+) # # # #4 + + + + # # a.7:.8: 7// 5 7// 6

. ##4 ## (-) # # # #4 - + + - +. +. +. +. -.8 +. +. -.8. a.9:.: 7// 7 7// 8. 4 ## ##4 # # # #4 - - + + +. +. +. +. -.8 -.8 +. +. #4. 5 # ##4 ## # # # #4 + - + - # #.:.:.:.4: 7// 9 7//. ++ + +++ ++ + +++ ++ + +++ +++ ++ + ++ +++ + 7//. M CM r R M R 5 J R 5 M J r R 5 R 5 R 7//.. tt://aviationaintnanc.tu.co/ tt://www.arosacw.org/ 7// tt://www.anuwings.co/fully-articulat-rotor-syst/ 7// 4

.. Volocotr VC VC.5: Volocotr VC 7// 5 7// 6. (99) 97 Carls Rict Brgut.5. (99) Etinn Oicn 9 9 4.6: Brgut-Rict Gyrolan No..7: Oicn No. 7// 7 7// 8. (99) 9 Gorg D Botat 5. (99) 956 Marc Aan Kalan Convrtawings Mol A 9.7: D Botat.8: Convrtawings Mol A 7// 9 7//. (99) 5 VZ-7. (99-5).9: Curtiss-Wrigt VZ-7.: 7// 7//

. (99-5) MEMS. (5-) Microrons GH5, 64M4-, M4-Draganflyr 4Draganflyr Msicotr 5.: 7// 7// 4. (5-). (5-), Ral-i Inoor Autonoous Vicl st EnvironntMI + GRASP Multil Micro-UAV st BUPENN 7// 5 8 7// 6. (-). (-) 64- AR. Dron Panto (a) AR. Dron. () Panto.8: ED, Rootics & Autoation Magain, IEEE, Arial Rootics an t Quarotor, 7// 7 7// 8. (-) On-Sourc W sit URL W sit URL Projcts AruPilot tt://aruilot.co aulas tt://foru.taulas.org/ Onilot tt://www.onilot.org/ Flxot tt://www.flxot.cc/ Paarai tt://aaraiuav.org Dronco( tts://www.ronco.org/ Pixaw tts://ixaw.t.c/ ) Mirootr tt://www.irootr. Prcto( tt://www.rcto.co/ KKulticotr tt://www.ulticotr.r/ ) Multiwii tt://www.ultiwii.co/ Parrot API(SDK) tts://rojcts.arron.org/ Aroqua tt://www.aroquastor.co/ /arron-ai/inx.tl Crayfli tts://www.itcra.io/catgory/crayf DR DRONEKI(SDK) tt://www.ronit.io/ li/ DJI DEVELOPER(SDK) tt://v.ji.co/cn CraPony tt://www.craony.co/ DJI MARICE + DJI tts://vlor.ji.co/cn/atri tt://www.tootl.co/ Guianc c-/ tt://www.anotc.co/ SDK for XMission(SDK) tt://www.xaircraft.cn/n/xissi Autoqua tt://autoqua.org/ on/vlor MgaPirat7// tt://gairatx.co/inx. EHANG GHOS SDK(SDK) 9 tt://v.ang.co/ Erlroot tt://rlrootics.co/. (-) Panto C. AnrsonD Rootics CEOIrisX8+Solo APM D Rootics PX4Pixaw 7// 4

.ཐ ཐᰁ㘲ᢶᵥਇኋ ਨ.ཐ ཐᰁ㘲ᢶᵥਇኋ ਨ ᵏ(-) ᵏ(-) 㠘Ⳟ㘇 㛋8䊣-5㛋9䊣 㠘Ⳟ㘇 㛋8䊣-5㛋9䊣 伔ᵰශਭ ޢ ਮ Siri Stingray5 AR.Dron. AirDog Patric Ewars-Daugrty Curtis Young Bloo Parrot Hlico Arosac Inustis Rolling Sir IRIS+ Nixi GHOS. Min4 insir Bo Vrtx VOL Syio Stairon Flar Airorg H65 ਇᐹ 䰪.8.. 4.6 ളᇬ 伔ᵰශਭ ޢ ਮ ཝ 㗄ള ള 㝧㔪Ӑ Parrot 4.7 ള Slas Dron SOLO Panto XPlant Pnox D Rootics Fly nxi EHANG AirMin DJI Parrot CoQustVnturs Syio 4.9 4. 4. 4. 4. 4. 5. 5. 㗄ള 㗄ള ѣള ѣള ѣള ള ཐ唄 㗄ള Uran Drons D Rootics DJI XAIRCRAF Ryo KonouraȽKnso Miyosi CyPy Wors Lily xcraft Stairon o Fligt cnologis 5. 5. ށ 㗄ള ะӄUuntuⲺਥ㕌ぁᰖӰᵰ ޞ 俌ⅴ䠅ӝⲺ 䖪ਥ ẞ䐓伔㺂ಞ 㜳㓾ㄥ ȽᰖGPS㜳 ᛢ ڒ ਥᣎਖᕅȽу䴶㾷 㜳ᢁᵰ䘑㺂 θր䐕 ޞ ཟ Ⲻᖻળᤃ 〥ቅ㙂䖱θ䞃 ҼжѠ 䖜䖤 θਥԛᇔ ൦р䐇Ƚ ㅿ ж䭤dᢡᨅᔰ θ㠠 䐕䑠Ƚ㠠 䖞䘯伔㺂ᤃ ь рㅢжⅴਥサᡪᰖӱᵰδᾰᘫ䱬 ε 㓥ᢁᵰ θ㠠 䐕䳅 ь р俌ⅴะӄᆿউ 㔕ⲺᰖӰᵰ ᖘ 䎭䎭㩳 BoᱥะӄAR.DronⲺ ޞ 䶘ॽ㓝 ሼཐᰁ㘲фരᇐ㘲伔㺂ಞⲺ Վ 䘑㺂ᴿᵰ㓺 ਠ 䙐 ཪθቧ㜳ᇔ 㠠ѱሲ㡠 ߨシ䚵 ރ 㜳 δቐ ශ䱬 ε 儎ᕰᓜⲺ 㓚㔪ᵰ䓡Ƚ䱨 㜳θᵢ䓡䘎 ᣎਖ 4 7// CyPy LVL Lily PonDron airstir ayu Rootics Prsctiv Rootics AG FPVStyl Extr Flirs Fiot Vantag Rootics Avanc Rootix Cororation 7// Yairέ ayu Fotoit Pi 䀈 X Micro Dron. Fiot Sna Flyi 5.4 5.5 5.5 5.6 5.7 5.8 5.8 5.8 5.9 5.9 5.9 ളᇬ 㗄ള 㗄ള ѣള ѣള ᰛᵢ 䱨 䇴䇗θਥԛ ڒ 䶘р 䳼ᴶ ݾ 䘑Ⲻᢶᵥӄж䓡θᨆ儎㡠ᤃ 僂 䳼ᡆҼ儎 ഴՖȽ㿼㿿ᇐփȽ4K ᵰㅿ ݾ 䘑ᢶᵥ 㜳㿺ࡈ㡠㓵Ƚ 㜳௭ 㔕Ƚ 㜳 ㅿ жⅴਥ㕌ぁⲻᰖӱᵰθ䏩ཕቅƚ䠃䠅䖱θਥ Ӱᢁр䎭伔䲃㩳 㗄ള ᒩ伔㺂ᤃ ᵰ䓡уՐ ٴ ᯒ 㗄ള ਥᢁᣑ䎭伔Ƚ㠠 䐕䳅Ƚ䱨 㾵 PonDron ᇔቧᱥжѠཌ僞僲Ṽ θ 㜳ᢁᵰ䮬ᎂ Ṽ ѣ㓺㻻ѱ 㠠 伔㺂Ⲻ 㘲ᰖӰᵰ ᗭള 㗄ള ޞ ぁ㠠 ⲺᰖӰᵰ 㔕 ༡ ਥᣎਖθᰖ䴶ㅿᖻGPS䬷ᇐᡌṗ ѣള 伔䙕ᘡ 㤧ള D㲐ᤕ Ⲻᢶᵥ ѣള ะӄ 㜳ᢁᵰᒩਦ 㗄ള ӄ䟽 ඍ Ⲻ䇴䇗θ ඍҁ䰪䟽 ᙝ䘔 ಞ䘔 㗄ള 䞃 ᢁ㺞ශ䚛 ಞθ䟽 LCDᱴ ኅθঋ ᵼ 䖢ⴎ䞃 ᵰ θਥԛ䙐䗽䳅ᵰⲻvr 䮒ᇔ ㅢж㿼䀈伔㺂Ⱦᒬъਥԛ㠠 ᦘ Ⱦ 4.ཐ ཐᰁ㘲ᢶᵥਇኋ ਨ.ཐ ཐᰁ㘲ᢶᵥਇኋ ਨ ሿ㔃 ᵏ(-) 䁈㭖Ⳟ㘇 㬒㬧䋍䇃㾼 ⱁ㿞䅎㬨㬒ヅ 㹐᱄ ཐᰁ㘲Ⲻ ガᴪ څ 㜳 Ƚ㗚 Ⱦ 䇓ミ㾂㾮 ᱃ェ㰄㚽㑇䊞 䊞㣠᱃ 㔫㳂㪞᱃ 㚽㑠㗽Ⱙ㳂㪞᱃ ᒪθ㤅唄ь㚊䛜 ᐛᆜ䲘Ⲻ ᯆ 䐨㚽㬷 ᱃Goro䊬Ⱀ㼁 ᱃ 䊟 㪈ㅜ㶙㕈 ቊ ᆿᗭࡍᮏ EDGloalⲺᵰಞӰ 䄜㳆 ⶥ 㑬㳆䂊 㬚 㾱ビ ᱄ ᇔ僂ᇚኋ Ҽ ᰁ㘲ⲺᜀӰ䘆 ᵰ㜳Ⱦ ਇᐹ 䰪 5. 5.4 5.4 5.4 5.4 AR.Dron᱃ ㅏ㾂 㒊Panto lj㠚 NJਇ㺞㔲䘦ᮽㄖ ኋᵑҼ ቅශ㠠ѱᰖӰᵰ 亼ตⲺ〇ᆜ മ.9: ཊ 㘬᮷ ᮠ䟿ਈ 䎻 ᢶᵥȾ 4 7// 44 7// 4.ᵢ ᵢ䰞䈴Ⲻᆿ 4.ᵢ ᵢ䰞䈴Ⲻᆿ ⴞⲵ 㔃ᶴ δεӻሯཐᰁ㘲䇴䇗 䏙Ⲻ ᆜθਥ৸ ㅢж 䇨Ƚ䇴䇗ঋ ݹ ㅢॷӊ䇨 㗦 ㅓ㬻ⱁ㿞䅎㪉ェ᱃Ⱀ㲍㚄㾮ㅉ㑃᱃䓕㲍 ェ᱃ 䐧 ㉗ Ⳟ㘇 䈴ぁχ 䐋㬗᱄ 䇱㑞 㲹 ᱑ 㾵᱒ ᱑㻖㵔㾵᱒᱄ δεӻሯཐᰁ㘲 㾵 䏙Ⲻ ᆜθਥ৸ ㅢж 㑇㤔㉙ ⱁ㿞䅎㪇ゑ 㚻㦾㚽 䓵 㬚 䇱䓵Ⱀ 䓉 䇨Ƚ ශঋ ݹ Ƚ ঋ ݹ ㅢॷӊ䇨䈴ぁχ 䄖 䐋㬗 䁈㪛 㚽 㳞Ⰿ䎃㗦 ᱄ δεӻሯሯཐᰁ㘲 㻖㵔㾵 䏙Ⲻ ᆜθਥ৸ 㚠 㬨ㆊ㩽ⱁ㿞䅎 㾱㡘㻖㵔㾵 㦌㗓 ⱙ 㬨㚔䄜 ゝ㭖 ㅢж䇨Ƚ ශঋ ݹ Ƚ ᱄ 㵉 ⱁ㿞䅎 䓴 ㅌ㩃㕅 䐋㬗㬖 ᱄ ঋ ݹ Ƚߩㆌঋ ݹ ㅢॷ ӊ䇨䈴ぁⱦ 45 7// 46 7// 䍺 㠪䉘 䉘 㓺ᡶᴿ ᆜ ()ਥ䶖伔㺂 ガ㓺ѱ享䈴ぁѣᗹ( ޞ 䜞䈴Ԭс䖳) tt://rfly.uaa.u.cn/cours () ਥ䶖伔㺂 ガ㓺 ޢ Սਭ uaarfly(ᮽㄖƚ䍺䇥ㅿ) () ཐᰁ㘲䇴䇗ф Ӛ QQ㗚:8648 (4) 㿼仇䈴ぁ(MOOC) ਇᐹθ㖇᱉Ӈ䈴 ᩒ ćཐᰁ㘲ĉ tt://stuy.6.co/cours/introuction/755.t (5) ѣᮽҝᵢᮏᶆʌཐᰁ㘲伔㺂ಞ䇴䇗ф Ɇ ሼ ᆆᐛѐ θ 䈭ᵕᖻ (6) ᴿ 䰤ਥ㚊 䈴ぁᙱ ᮏᡪ䇣 θ䛤 φai@uaa.u.cn 7// 47 Ѱᵢ䰞䈴ぁ Ⲻ䍗 Ⱦ 7// 48

7// 49

qq_uaa@uaa.u.cn 7//... 4. 5. 7// 7// 4...: 7// 5.: aruilot.org 7// 6.. Diagonal Si F45 F55 HIGHONE.: 7// 7 7// 8

. QUAD + QUAD X HEXA + HEXA X Y6 (a) () OCO + OCO X X8 (c).4: 7// 9. 4tt://aroqua.co/sowwii.?titl=Fra-Matrials l/cuin.5.7.5.4..7-.8 Msi 9..7.75.8..6-.9 Ksi 5-5 8-6 8-5-75-4.6 : 6 9 9 7 : 7 6 7 7 a 7//. 4 7//. [].5: [] Hrisisavan V, Blac J, Cora I. Dsign an rforanc of a qua-srou rotor icro air vicl. Journal of Aircraft, 4, 5(): 779-79. Fly Flying Platfor 7//.. 7// 7// 4. Prollr Pitc 4 454.5 APC45MR 7// 5. 4 [,.65] 5.6: []Aaron M Harrington. Otial roulsion syst sign for a icro qua rotor [Mastr issrtation]. Univrsity of Marylan, USA,. 7// 6

. 6 W N ra/s g/w = (g) 4 8 6 4 -MOOR 9x9.5CF -Bla -MOOR x.5cf -MOOR xcf W 5% 6% 7% 8% 9% % (in) (%) (g) (a) -MOOR U KV9- () -MOOR U KV9-.7: 7// 7 5 45 4 5 5 5 5 -MOOR 9x9.5CF -Bla -MOOR x.5cf -MOOR xcf 4 6 8 4..8: Du-Bro 7// 8.. ABC.9: www.nic.co 7// 9 B BC C A ABC Bruslss DC Motor, How it wors? tts://www.youtu.co/watc?v=ceionuodac 7//. 66-7KV KV KVV RPM KVKV 7// RS5 KV. ESC A Rcon Pro(inc) V 4/ // / / 5 Scifications Stator Diatr Stator icnss No. of Stator Ars No. of Stator Pols Motor Kv No-Loa Currnt (A/V) Motor Rsistanc Max Continuous Currnt Max Continuous Powr Wigt Outsi Diatr Saft Diatr Boy Lngt Ovrall Saft Lngt Max Lio Cll V84 6g x 8 4 4 77 KV.8A 7 A/S 55W 8g 5 4 6 8.5-4S APC47 APC47 7// 6. W VA 7 W g/w g W. 4 (V) (A) (W) (g) (RPM) (G/W) (N ) 5%. 79 745 8 9.44.4 55% 4. 99.8 9 4 9..7 -MOOR 6% 5..6 75 4576 8.7.98 5x5CF 65% 6. 5.7 54 495 8.. 8 75% 9. 7. 68 566 7.74. 85%. 9. 5 65 7.4.8 -MOOR MN5 4 % 7.8 46.7 746 767 6.44.498 KV4 5% 5.7 7.5 8 596 9.58.9 55% 7.4 78. 6 958 9.5.44 -MOOR 8x6.CF 6% 9. 9 4 8.56.4 65%.6 78. 59 46 8..47 75% 6.5 95.5 85 56 7.7.65 85%. 5. 477 575 6.55.77 % 744.7 455 658 5.85.98.: -MOOR MN5 KV4 74 7// 7// 4

.. PUSH8ABECA/5V DC5.6V-6.8V SK-ABECA/5V DC-4 LiPo/5-NIM Elctronic S ControlESC 4. tt://vvoo.jusllr.co/t-trustr / AAA A ) -4S LiPo 4.V 4.8V 7// 5 7// 6.. 4 5H5H UltraPWM5H 5) USB 6.:.: 7// 7 7// 8. V.S.. LiPoNiM Fil Orint Control 7// 9 7//. LiPo.7V4.V.6V.7VSP.V SPSP 7.4V.5: 7//. 55 4.V.V( ).6V 7//

. =/ AA.C C5/5=.C 5C A. 4 5 7// 7// 4 4. 4. () ().6: Futaa Futaa 7// 5 7// 6 4. 7MH.4GH.4GH.4GH.4G 4. PCMPuls Co Moulation PPMPuls Position Moulation PCM PCM PPM 7// 7 7// 8 4. 4 -- +++ + 4. 5 %%, 6 Powr AlifirPA 7// 9 7// 4

4. tt://www.os-rc.co/ tt://www.on-tx.org/ tt://www.rsau.org/aruinorc/ 4. GPS GPS IMU 4 5 IMU 7// 4 7// 4 4. 4. On-Sourc Projcts Aruilot Onilot Paarai Pixaw Mirootr KKulticotr Multiwii Aroqua Crayfli CraPony W sit URL tt://aruilot.co tt://www.onilot.org/ tt://aaraiuav.org tts://ixaw.t.c/ tt://www.irootr. tt://www.ulticotr.r/ tt://www.ultiwii.co/ tt://www.aroquastor.co/ tts://www.itcra.io/catgory/crayfli/ tt://www.craony.co/.8: Autoqua MgaPirat Erlroot MgaPiratNG tt://www.tootl.co/ tt://www.anotc.co/ tt://autoqua.org/ tt://gairatx.co/inx. tt://rlrootics.co/ tt://co.googl.co//gairatng 7// 4 7// 44 4. 4. aulas Flxot Dronco() Prcto() Parrot API(SDK) DR DRONEKI(SDK) DJI DEVELOPER(SDK) DJI MARICE + DJI Guianc SDK for XMission(SDK) EHANG GHOS SDK(SDK) W sit URL tt://foru.taulas.org/ tt://www.flxot.cc/ tts://www.ronco.org/ tt://www.rcto.co/ tts://rojcts.arron.org//arron-ai/inx.tl tt://www.ronit.io/ tt://v.ji.co/cn tts://vlor.ji.co/cn/atric-/ tt://www.xaircraft.cn/n/xission/vlor tt://v.ang.co/ Dscrition () (g) (MH) APM (Aruilot) 664.5 Aga56 6 MPU-6 MPU-6 HMC584 MS56 Onilot 66 8.5 SMFCB 7 ISZ/IDC-5 ADX HMC584 BMP85 Paarai(Lisa/M) 55.8 SMF5RC6 6 MPU-6 MPU-6 HMC584 MS56 Pixaw 4. 8 LPC48 6 ISZ/IDC-5 SCA- D4 HMC584 BMP85 Mirootr 44.65 5 Aga644 ADXRS6 LIS44ALH KMZ5 MPX45A Kulticotr 4949.7 Aga68 ENC- Multiwii N/Aa N/Aa Aruino 8- ISZ/IDC-65 LISLAL HMC588L BMP85 Aroqua N/Aa N/Aa Aruino 8- IG ADXL45 HMC588L BMP85 Crayfli. 99 9 SMF45 68 MPU-95 MPU-95 MPU- 95 LPS5H CraPony-II(4) 8.9*9.55 SMf8U6 7 MPU65 MPU65 HMC588L MS56 5IV x SMF 7 MPU65 MPU65 HMC588L HC-SR4 V SMF47 68 MPU65 MPU65 AK8975 MS56 a:multiwii Aroqua: Aruino Li H, Par J, L D, t al. Buil your own quarotor: On-sourc rojcts on unann arial vicls. IEEE Rootics & Autoation Magain,, 9(): -45. 7// 45 7// 46 4. 4..9 APM.: 7// 47 7// 48

4. DSP.DR.Onilot 4. 4MH95MH95 MH 4 MH95 MH MAVLin MAVLin LGPLLssr Gnral Pulic Licns9OnilotUAVal 7// 49 7// 5 5. ( ( ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 5 7// 5 7// 5 7// 54

qq_uaa@uaa.u.cn 7/5/... 7/5/ 7/5/ 4.. +X X.: (a) ().: 7/5/ 5 7/5/ 6...6 [] / r.57 [] Boorqu F. Rotor ovr rforanc an syst sign of an fficint coaxial rotary wing icro air vicl [P. D. issrtation], Univrsity of Marylan Collg Par, USA, 7. Eang () 84 (a) ().:.4: C C o (a) ().5:.6:CyPyLVL C o 7/5/ 7 7/5/ 8

. CyPyLVL. Panto XMission Xlorr Gost ) 7/5/ 9 7/5/.. r ax r ax r ax r ax r ax r ax R R 9 R 6 R R 9 R 6 n r.7: R rax() rax rax R sin 8 sin n 7/5/ r.7: []. r r.5 r ~.r ax [] Harrington A M. Otial Proulsion Syst Dsign for A Micro Qua Rotor [Mastr issrtation]. Univrsity of Marylan Collg Par, USA,. 7/5/., M, M RJ r a 4 R 4 4 C r R a R Mitc,roll R R 5 M R 5 5 Myaw M M CM r M R 5 5 R, J R J R (~ ) r a, R R v Rg r Rg r a, R 7/5/..8: Frfly 7/5/ 4.. (a) ().9: (c) ().9: 7/5/ 5 7/5/ 6

. [].: [Fig.7] [] Bristau P J, Martin P, Salaun E, t al. rol of rollr aroynaics in t ol of a quarotor UAV. In: Control Confrnc (ECC). Euroan: IEEE, 9. 68-688 7/5/ 7.,, () ().: Pixaw/APM 7/5/ 8.. 4.: 4CFD.: 7/5/ 9 7/5/. 4 5 7/5/. GPS ) 7/5/..5: Nixi,., 7/5/ 7/5/ 4

...g.5 g.g.6: aruilot.org 7/5/ 5 7/5/ 6. 4 Duro O 4.7:, aruilot.org.8:. 4 7/5/ 7 7/5/ 8. ; 7/5/ 9. ) ) ) 4) 5) 7/5/. ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7/5/ 7/5/

7/5/ 7/5/ 4

qq_uaa@uaa.u.cn 7//... 4.Flyval.co 5. 7// 7// 4. ={ D H B c G } C CM. ={ I U KV K V I Max R G } ={ I Max R G } ={ C R U K G } ( ) 7// 5 7// 6.. ( ) (N) N C D 6 (g/ ) 7Pa 5(7 ) t (RPM) 4 () () 5.56 Pa 5(.65 ) 7 t ().9 g / ( ) N 6 (N) N 6 G n RPM DC r 4 (N) G ndc 4 r 7// 7 7// 8

.. () ( ) (N ) N M M C D 6 N 6 G ndc 4 r G M CM D nc r 5 ( ) K I 6 K K 9.55K U IR KE K U E E V 7// 9 7//.. US V VD V VD V5 VD5 A B V4 VD4 V6 VD6 V VD 4. r LM c +. C ia i ic r LM a + r LM + U I R 4. L Î Ia E a () M K I I () I M K I U I 4 R 4. U K N R I E L Î Ia E a 7//. I R U U o U I. I R U U o U I 4.4 4.4 ( ) U o U U I R o Uo U U U o ( ) I I U U n I R r 7// 7// 4. ( ) I nr I Iotr C C I ral ral 7// 5 in C Cin 6 I (A). ( ) G N N 6, M D C 5 4 DC nr 6 M f, I 7// 6 U fu, M, N, I fi, M, N I, U, f, U, I, U I f I U f I

.. G ovr I U I N M G 5 N 6, 4 M DCn r 6 N M D C f, U, I, U I fi, I U fu, I U fu, M, N I fi, M, N I nr I I otr ovr f, I G I N f, U, I, U,,,U 5 N M DCM 6 U fu, M, N I fi, M, N I fi, I I nr I I otr U fu, I I, U, M, N r 6 nnm UI 7// 7 7// 8,,,U. G.8 f, U, I, U.8 5 N M DCM 6 U fu, M, N I fi, M, N 4 N C D 6 Gaxloa n r G ax arccos G n r I, U, M, N 7// 9.8. 4G G 4.5 F rag F Gtan Frag CDV S C C sin C cos V D D D 7// rag n G cos r G tan SC [ sin cos ] CD D. 4G G 4.5 F rag GCMD M Cn cos r (in) N 6 G CDncos 4 r ax Z, ax 7//. [,] 5% 4 7//.. 4.6.. (N). =5, t =5 APC x45mr (D =inc, H =4.5inc, B =) Sunnysy Angl A(K V =98RPM/V, R =., U =V, I =.5A, I Max =A ) I Max =A, R =.8 ACE (C =4A, U =V, R =.6, K =5C) (A) 4.7 -- 7// 7// 4

. 4.Flyval.co G=4.7N, n r =4.5in.in flyval.co. 7// 5 7// 6 4.Flyval.co 5. www.flyval.co + 7// 7 7// 8 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 9 7// 7//

qq_uaa@uaa.u.cn 7// 7// 7// 4 5. 7// 5 x y o o x x y o y o x 5. x y EartBoy 7// 6 o x y o 5. x y,, x, y,,, x, y,,, x, y,,, 7// 7,, n,, o o o n ( n) ( ) 5. 7// 8 n n n n( )

x o y o y x 5.4 (xy) 5.5 7// 9 7// x y x y x y n x sin y cos cossin sin coscos 7// 7//, W tan sin tancos W cos sin sin cos cos cos x y 7// R R, R R, R R R RR R R I 7// 4 t R n o o o n ( n) n R x n n R y n, R n cos sin cos sin y x R sin cos, R, R cos sin. sin cos sin cos ( ) n n( ) R R R Ry Rx = R R R y x n Rx n R y n R n cos cos cos sinsinsin cos cos sincossin sin cos sin sin sinsincos cos sin sincoscos sin. sin sincos coscos 7// 5 7// 6

r r r R r r r r r tan arctan r r r r r sin r arcsin r r r tan arctan r r sin cos R cos sin. R, 7// 7 ax ay a x y a a a a y a a x a y ax aa a a sin n tts://n.wiiia.org/wii/cross_rouct 7// 8 5.6 t r r r t r t 7// 9 r R t R R R R R R R R R R R R R t R 7// a, RaRR a q q qv qq v q q q s s q v q v 5.7 Broo Brig, tts://n.wiiia.org/wii/quatrni on Hr as wal y on t 6t of Octor 84 Sir Willia RowanHailtoninaflasofgnius iscovr t funantal forula for quatrnion ultilication i =j = =ij= &cutitonastonoftis rig. 7// q q q q q v v v v q q q v v q q q q q v v v v v v (q, r, su, v) sq sqqs s q qv q r qrq qr qr q r uv qv u v u v 7// u q q q q qv qv q q q q q q qq v v q q q q q q q q q q q q q q qq q q q q q q q, q q q = q = q 7// 7// 4

q v q v v v q q v v cos v q v sin Soa K. Quatrnions. Dartnt of Coutr an Inforation Scinc, Univrsity of Pnnsylvania, USA, 994 [Onlin], availal: tt://www.cs.ucr.u/ v/rsourcs/quatut.f 5.8 7// 5 x o v y vv cos v, vv v v v v v v v v v v v v v sin sin cos vv q sin v v v v v vv vsin v v v v v 7// 6 v v v 5.9 v q q v v vvv * * v v q q v v v v * * v v v q v v v v v v * * q v v v v q q * v v v v 5.9 7// 7 v q q v v x o v v v y q q v v 7// 8 v o x v( v ) y x y q q q q q q q q q q q q q q r r q q q q q q q q q q q q q q q q r r q q r q q q q q q q q q q q q ( qq qq ) ( qq qq ) r C( q ) r Cq ( ) ( qq qq ) q q q q ( qq qq ) ( qq qq ) ( qq qq ) qq qq R C( q ) 7// 9 q q q q x y q q q q y x cos sin cos sin cos sin n o o o n ( n) n q q r r qqyqx qqyqx r = qx qx - - - qy q qqy r cos cos cos sin sin sin sin cos cos cos sin sin q cos sin cos sin cos sin cos cos sin sin sin cos 7// ( ) n n( ) q q r r r = q qy qx q qy qx r - - - qx qy q q qyqx 7// cos cos cos sin sin sin sin cos cos cos sin sin q cos sin cos sin cos sin cos cos sin sin sin cos ( qq qq ) tan q q sin qq qq qq qq tan q q cos sin q cos sin 7// ( qq qq ) arctan q q arcsin qq qq qq qq arctan q q

t t t q q q cos sin, t, q v v t q t 7// q t q ttq t q t li t t q t qq t li t t q t t q t li t t t I q t q t t t li t t q t 7// 4 q t q q q t v q q qv q qv I qv W R R t q t q t 5. 7// 5 7// 6 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 7 7// 8 7// 9

qq_uaa@uaa.u.cn 7// 7// 7// 4 6. 7// 5 7// 6 v W v R R v q qv q qv I qv 7// 7 7// 8

7// 9 v R v R v R v R v f v g vr v R v R v f g R 7// v f v g R J J G a x y J 7// 7// v f v g R R R J J Ga v v f f v g v g R R W q qv J J Ga q v qi qv J J Ga 7// 7// 4 c c i i 4 D C 4 c D C 4 5 M M M i c M i x x 45 o y o 6. 7// 5 y 4 i i f c 4 x x 45 o y o 6. f c c c c x c 4 x c c y c c y c cm cm cm cm 4 cm 4 M4 4 5 c D C, cm D CM 4 4 7// 6 y

4 i i f c 4 x c 4 y c 4 c M 4 x x 45 o y o 6. c c c c f c c c c x y c c c c 4 c c c c M M M M M4 7// 7 y f c c c c sin c sin n csin x r nr y c cos c cos n ccos r n r cm cm cmn r nr Mn r 4n i r r Mn, i, i,, nr n r x nr o n y 6. 5. 7// 8 U U = U U C ss R ss ss s c c M 6.4 ( ) C R s 7// 9 7// 6.5 a c 6.6 a A BAB / c Avancing la Rtrating la / 7// 7// x 6.7 x v f v g R x, y v v v gsin f, f x, y rag x y x y y v v v gcossin y x x f v x y rag x f v rag y 7// 7// 4

rag v x v sin y v y g v x v v v gcossin v rag y x x y rag v x v sin y v y g v x v v v gcossin v rag y x x y rag rag 6.8 7// 5 7// 6 () L y 6.9 o x 6. JL 4 g J xy, Jy, Jx g J 6 L () 6. J x J J cos J sin sin V xx J V Jxx, Jyy, J J V J x,,,. : CN, CN 487 A[P]. 4. 7// 7 7// 8 U U = U U ss C ss R ss s c c M ss s 6. ss.6 ss t ss ( R ) s C 6.4 DIY 6.5 RCncar-58 6. t c M c M. tt://s.5ix.co/foru.?o=viwtra&ti=8744. tts://www.rcncar.co/?fro=singlssag&isainstall= 7// 9 7// + - 6.6 f M g 7// f + - KVRPM/V SP DEVO- APC47 A 7//

ss RPM 9 8 7 6 5 4 =(6.4+.779) ss.779....4.5.6.7.8.9 6.7 - ( R ) s C..8 ss 64 779 7// N 9 8 7 6 5 4 ax 8.55N.4 ax t s t -....4.5.6.7.8.9 s 6.8 ( R ) s C t t ts.98s 7// 4 c ss M c M ss 6.9 -.984 ss c.984 N/RPM 7 6. - M.7 c M.7 N /RPM ss 9 7// 5 7// 6 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 7 7// 8 7// 9

qq_uaa@uaa.u.cn 7// 7// 7// 4 a 7. 7. 7// 5 7// 6 7. MEMS 7// 7 7.4 7// 8

Acclrotr, agntotr & gyrosco caliration tts://youtu./xqqcncvyi a K a a a a a a a a a a a sax K a say s a ax a ay a 7// 9 7// a a a a sax say sa ax ay a a a a, a K a a a a M a, * a a a a arg in, g arg in {} PIXHAWKIMU,Mavlin.9.6..755 5 a.9.65 a., a.565 K.6.65. 9.94 7// 7// a a a, Dist=, g a a a a na a a n a n a 7.5 7// 7// 4 F wv coriolis y x v Fcoriolis v 7.6 v Fcoriolis v y x v F coriolis 7.7 MEMS F coriolis y v x 7// 5 7// 6

s g g gx g g g K g sgy g g s g K gx g gy g 7// 7 g g g q,, q a, g, : a, g g g g sgx sgy sg gx gy g 7// 8 q qa, t t a x, sin a ay, g cos sin a cos cos, 7// 9 q a a, a a g g,, :,, M g arg in g g,, :, a, a, g 7//..9. g.. g, g. K.9..4,, Dist a a g g g, :,, 7.8 7// 7// n g g g ng n g ARM Elnt 7.9 7// 7// 4

K 7. Bq sx K sy s x y 7// 5 7// 6,,,,...,M sx sy s x y, K M *, arg in, PIXHAWK IMU, Mavlin.6.56.6.56.56.56 K.9999.9999..8.589 5 7// 7 7// 8 7., Dist, n R n n 7// 9 7// t v vt 7. 7// 7//

SONAR SONAR n SONAR coscos, n SONAR 7// 7// 4 n BARO BARO n BARO BARO BARO 7// 5 n BARO BARO 7// 6 7.4 M cos n lasr i i M lasr i coscos i i ax, ax M, n lasr LiDAR LiDARGPSIMU GPS IMU GPS XYZ 7.5 LiDAR 7// 7 7// 8 LiDAR 7.6 VloynLiDAR LIDAR LiDAR Vloyn VLP-6.8g 8W 6 5 5-H c6 LiDAR 7// 9 LiDAR Ponix Arial AL-6 UAV LiDAR Maing Syst Ovrviwtts://youtu./BHro_rcgHo 7// 4

c t I GPS 7.7 GPS 7// 4 7// 4 s,,,, ns r s, r I c t,,,, ns GPS GPS(DGPS) DGPS GPS DGPS 7// 4 7// 44 f c n n GPS n f c 7.8 7// 45 7// 46 P( xy,, ) o y x o P o i u c o c v y i x c x i y c 7.9 7// 47 7// 48

Px P c x P R P c yc y P P c M fpx c Px i P c fp Py i P c yc P xc Px i f Py c y f i P c s P P P u xi X P v yi Y u v 7// 49 7// 5 x u X u f c R Py Y P s v v f Px x u c R P y y v MM M P X X M P f x u u X f y v v Y M M Coutr Vision Syst oolox Matla Ra tt://cn.atwors.co/l/vi sion/inx.tl Cara Caliration oolox for tt://www.vision.caltc.u/ Matla ougutj/cali_oc/ Cara Caliration oolox for Gnric Lnss tt://www..oulu.fi/~jannala/ caliration/caliration.tl DLR Cara Caliration oolox tt://lr./rc/r/n/sto fault.asx/tai- 95/684_ra-9/ Fully autoatic cara an an to tt://www.vision..t.c/sof y caliration Han-Ey Caliration twar/caliration_toolox//cali ration_toolox. Cara Caliration ools tt://www.cs.ucl.ac.u/staff/d an.stoyanov/cali/ Oniirctional Caliration oolox Hyrolic, tt://www.roots.ox.ac.u/~c Paraolic, Fol Mirror, i/oolox.tl SricalWi-angl. Cara Caliration oolox for Gnric Multil Caras tt://quanquan.uaa.u.cn/cal irationoolox.tl 7// 5 7// 5 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 5 7// 54 7// 55 7// 56

qq_uaa@uaa.u.cn 7// 7// 7// 4. 4 7// 5 * * x fc t, x x ft, x, u * x xx x ft, x, gt, x x f c + t, x u g t, x fc t, x f t, x f t, x x * f t, x * c c c xu x f x 7// 6 x fx x n R, r, x r x t R, t, x n r, x rlit x t, x n,, r, t, t x t x, xb, r x n. tt://www.at4.nt/asic-concts-of-staility-tory.tl [] Slotin J-J, Li W. Ali Nonlinar Control. Nw Jrsy, USA: Prntic Hall, 99 7// 7 x t t x r r x() rr = 7// 8

どᇐᙝ ᦤ どᇐᙝ ᦤ ཊ 㘬ᱟ 䶉っᇊⲴ нਈ䳶 δ εᇐѿ 㘹㲇ㅢ ޣ 䇨ѣ ශⲺㆶ ᖘᕅθу㘹㲇 Ȧ u J Ȧ G a ㅿφ Ĭ Ȧ Ĭ J IJ Ȧ Ȧ u Ȧ രᇐ㘲ѱ㾷уӻ 㷰ᰁẞ Ⲻ 䠃 θ䘎 グ Ⲻ䱱 ॽ θ ѣॽ 䐕 㠠䓡Ⲻ ᘷᱥ ⲺȾᆹՐ ഖരᇐ㘲 ᘷⲺ 㙂 θ ഖ ਥԛᖘᡆж 侾䈹㢸 ᘷȾ䘏ቧᱥѰӶѾཐᰁ㘲 䴶㾷㠠傴Ԡᢃ㜳ཕ 伔ᵰ᱉ ӄ θ㙂ሯӄരᇐ㘲㡠 θ ࡏу䴶㾷㠠傴ԠȾ ᖈ㓩Ѱ ᘷ ぁᖘᕅφ ѣφ ªu «u A A I º, u»¼ ªĬ º Ȧ¼ ᘷ ぁⲺ䀙Ѱφ t At ะӄJoranḽ ශৱ 䀙 䱫 θਥ 䀙ᱥуどᇐⲺδ ᖷṯ䜳Ѱ䴬εȾ 9 7// Ԅ䳼 SѣжѠ ਇⲺ 㔕䖞㓵 䘒 ڒ Sѣθ䛙Ѿ〦䘏ж Ѡ䳼 S〦ѰжѠ ᘷ 㔕Ⲻу 䳼Ⱦ δ εቶ䜞у 䳼ᇐ 㘹㲇㠠 䶔㓵ᙝ 㔕 x f x θ ѣfᱥ䘔㔣ⲻⱦ ᆎ ᴿж䱬 䘔㔣 څ ሲ Ⲻḽ䠅 V(x)θ ᗍφ εሯӄաᝅⲻ l \ θ V x lᇐѿⲻ :l ᱥжѠᴿ ตχ εv x f x wv x wx, x :l ٽ 䇴 R Ѱ :l V x Ⲻᡶᴿ 䳼 θm Ѱ R ѣⲻᴶཝу 䳼θ䛙Ѿᖉ 䰪 t o f θԅ :l ਇⲺ жѡ䀙䜳䏁ӄ M 7// どᇐᙝ ᦤ どᇐᙝ ᦤ нਈ䳶 нਈ䳶 δ εቶ䜞у 䳼ᇐ δ εቶ䜞у 䳼ᇐ φѵ ٽ 䇴 R Ѱ :l V x Ⲻᡶᴿ 䳼 θm Ѱ R ѣⲻᴶཝу 䳼θ䛙Ѿᖉ :l ^x \ R ^x \ n n V x l V x l ` ` V x :l M x v v V x ` V x V x :l Rѣᴶཝу 䳼φ x v x v x v M x v R ^ ^ x, v x, v ` ᴶཝу 䳼Mѣਠ ᒩ㺗 ᗍ 䳼 Rφ x, v x v ` :l θᡶԛ 㔕 䘇どᇐ x v x x, v x, v нਈ䳶ⲵ䳶ਸ ޣ 7// 7// どᇐᙝ ᦤ どᇐᙝ ᦤ нਈ䳶 ањㆰঅ 㔏Ⲵっᇊᙗ 㘹㲇 сⲻӂ䱬 ᘷ 㔕 δ ε ޞ ቶу 䳼ᇐ x v v u 㘹㲇㠠 䶔㓵ᙝ 㔕 x f x θ ѣfᱥ䘔㔣ⲻⱦ ᆎ ᴿж䱬 䘔㔣 څ ሲ Ⲻḽ䠅 V(x)θ ᗍφ ε x o f V x o f ٽ 䇴 u v x x x Ѱ' ಞθࡏ 㔕ਥԛ Ѱ A ªx x º «v x», A ¼ Vн䴰㾱Ѫ ᮠ f x wv x wx, x \ n ٽ 䇴R ᘷグ䰪 V x n n ᇐѿᶄ䳻 䈰ཡ ᒬ ሲφ ` M ε V x ^x \ R x v 㘹㲇 㔕φ v x v 䰪 t o f θԅ :l ਇⲺ жѡ䀙䜳䏁ӄ M ^x \ :l Ⲻᡶᴿ 䳼,MѰRѣⲺᴶཝу 䳼θ䛙Ѿᖉ ᇐ φ,! 䛙Ѿ lit of t 䰪 t o f θᡶᴿⲻ䀙䜳 ޞ ቶ 䘑 ᮑӄMȾ ª nun «I n In º I n»¼ 䘑ж Ⲻθ nu ޞ ቶ どᇐȾ 䇷᱄isφ t At θaⲻ ᖷ ٲ ൽᴿ䍕ᇔ䜞θะӄJoranḽ ශৱ 䀙 䱫 θਥԛᗍ ᇐ ѣⲻ㔉䇰ⱦ 7// どᇐᙝ ᦤ sat g u, a ањᑖ価 㔏Ⲵっᇊᙗ ᇐ φ x v v sat g u, a മ. Ⲵਜ਼ѹ ٽ 䇴 u v x x x ѰPD ಞθᒬъ sat g u, a, u f a,a \ a u, u f!a f ѣ u >u " un @ \ n, u f ax u,", un どᇐᙝ ᦤ u ањᑖ価 㔏Ⲵっᇊᙗ a 㘹㲇 сⲻӂ䱬 ᘷ 㔕 Na u 4 7//,! 䛙Ѿ lit of t 䇷᱄φ x v v sat g u, a N a u u, жӑᔶ 㠠傴Ԡθ PX4θ䟽 Ҽ 侧 θ фu ж㠪ⱦ x x x v v x 䘑ж Ⲻθ x v v Na u u nu ቶ䜞 どᇐȾ Cuᱥ ᇐѿⲺ ݿ ᴨ㓵θ ᱥḽ䠅u t θࡏ ³ Cu u ³ u t s ᇐѿᶄ䳻 䈰ཡ θᒬ ሲ V v v ³ Cu N a u u u V v v N a u u u N a u u u у 䳼 έ 7// 5 7// 6

, lit t n x v v sat g u,a x xx v v x x v v a V x V xvx, V vv a V a a uu u vv uuu uuu Cu 7// 7 u u V un v x n x v x x M V n n v x n v n n x, v n n u 7// 8 n 985 F-5A-4N 957 F-5 A-4N A-4N F-5 x AxBux, A, B, u n n n n xt t, t u t, t xt n C AB, B AB A B ran CAB, n tts://taviationist.co/4/9/5/f-5-lans-wit-on-wing/ 7// 9 7// A =, C, = B A B B AB n n, n n x AxBux A, B, u (A, B) x t t = t x (a) ().4 x xu, u -. 7// 7// n n, n n x AxBux A, B, u xt t, t xt u t, t C AB, A v vbuu [] Brar R F. Controllaility in linar Autonoous systs wit ositiv controllrs. SIAM Journal on Control, 97, ():779-85 7// A v vbu u v vbu u A vx vaxvbu y vx, vbu 7// 4 y yvbu

x u f f x y v x y 8 4 4 g g 44 I4 A 88 B J f 84 J iag J,, J, J f xx yy 44 x AxB u g 7// 5 f u f, n r n U, r f f K i i u B f, u u B f, fu f f f f f f U u uu g, u [4] Du G-X, Quan Q, Yang B, Cai K-Y. Controllaility analysis for ultirotor licotr rotor graation an failur. AIAA Journal of Guianc, Control, an Dynaics, 5, 8(5): 978-984 f f.5 g, in g u f, u f g, g [5] Du G-X. Rsarc on t Controllaility Quantification of Multirotor Systs. Doctoral sis. Biang Univrsity, Cina, 5. [In Cins] x AxB u g g, g 7// 6 f u g, A v vbu u g C AB, A Matla oolox for Calculating an Availal Control Autority Inx of Multicotrs. tt://rfly.uaa.u.cn/rsourcs/ 7// 7 g, PNPNPNPPNNPN.6 PN..55 g g 9.8 /s.75 K i, i =,, 6 6.5 N J xx.4 g J yy.478 g J.599 g μ. - 7// 8 PNPNPNPPNNPN. PNPNPNPPNNPN C (A, B) PNPNPN PPNNPN / 8.486.95 = 8.7 = 8.45 = 8.45 4 = 8.7 5 = 8 6 = 8 7// 9 PNPNPNPPNNPN N N 6 6 o o P o 5 5 P P 4 P N 4 N (a)pnpnpn ()PPNNPN.7 7//. tts://www.youtu.co/watc?v=97icj4r8 x v 6 q, u f x y, f g g, I A 6 B, J f J iag J,, J f xx yy, x AxB u f g u f, n r n U, r f f K i i u B f, u u B f, fu f f f f f f 7// 7//

PNPNPN. g, g,.5 -.79.55.974. -.58.6.49.5 -.5.65.49..7.49.5.75.49..498.8.49.5.897.85.49.4.95.9.49.45.6.95.49.5.79..49 K a g,,. 5/8.6 [6],,.. CN977B 7// 7// 4 PNPNPN. [7] Mar W. Mullr, an Raffallo D Anra. Staility an control of a quarocotr sit t colt loss of on, two, or tr rollrs [C]. IEEE Intrnational Confrnc on Rootics an Autoation, 4: 7-5. 7// 5 x AxB u g [8],,,.. : CN978B [9],,,,. [C]. 4(CCC 4). 4:-7 f 7// 6 [],.., 4, 4(): 578-594. ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 7 7// 8 7// 9 7// 4

qq_uaa@uaa.u.cn 7/5/ 7/5/ 7/5/ 4,, f, f n,,,,, n,,,,,, n.,, v f,,. f, 7/5/ 5 7/5/ 6 J + Ga f x sin sincos sin cos v f f y cos sincossinsin v g R f g coscos =W J x y v R J 7/5/ 7,,,, f g, sin,cos,sin,cos cos sin ga R sin cos ga f v x sin sincos sincos v f f v g R y cos sincossinsin v ga x cos sin,,, R y sin cos A R 7/5/ 8

v f v g R =W J f g cos cos W I v f v g = J v f v g R =W J v v v ga f v g = J 7/5/ 9 7/5/. 7/5/ St-Point Control t t rajctory racing t :, t t t Pat Following t t t [] Hsana J P. rajctory-tracing an at-following of unractuat autonoous vicls wit aratric oling uncrtainty. Autoatic Control, IEEE ransactions on, 7, 5(8): 6 79. 7/5/,, f R, f 7/5/ v v A g K K K ga K K g A K K 7/5/ 4 v f v g 7/5/ 5 f g f g lit t v v K lit v t lit t v v v f li t v lit t, li t lit v t lit t lit t lit t.4 lit t t 7/5/ 6

li t g v ga A K K K v v vi v v v g A K K K v v vi v v v t v lit t t t v t li f li t v lit t, li t lit v t lit t lit t lit t.4 lit t t v f g v v vi v v v f li t v lit t, li t lit v t lit t lit t lit t.4 lit t t 7/5/ 7 7/5/ 8 PID PID g A K K g A K K K v v vi v v v 7/5/ 9 PID PID sat g A K K,a g a sat g x,a PID v v sat g v v, a sat g g A Kv v K viv K v v, a a a, 7/5/ PID sat g x,asat x,a a x sat g x,a a x sat x, a x, x a sat x, a,sat x, a asign x, x a sat xn, a x, x sat g x, a x a, x x a a y PID sat, sat, g.4 x Y Position P y () 7 6 5 4 sat g g sat 4 5 X Position () P x ().5 7/5/ 7/5/ f sat g g, a a v v sat g v, 4 v a f sat ggv i, v v v v v a 5 a4, a5 sat g x,a sat x,a 7/5/ R SO R R R, v f R R R.6 7/5/ 4 R,,,

r [] R, K K K v v v v v v v v v a v v v R f g r a, sat g i, a a sat g i, g a r, g a v f v g R 7/5/ 5 [] L,, Loy M, an McClaroc N H. Gotric tracing control of a quarotor UAV on SE(). In: Procings of t 49t IEEE Confrnc on Dcision an Control. Atlanta, Gorgia, USA: IEEE,. 54 545. r r r,,, g a r, g a R R r, r, r, r,, r, R r cos cos r cos sin sin 7/5/ 6 r, r,, r, r r, r, r, r r r, r r,, r, r, r r, r r R,,,, RR I cos r, sin,, R r, r, r, r, r, r, cos sincos sinsin a r, sin sin cos cos sin a. coscos a,,,, arctan ( a cos a sin, a ), arctan ( a cos a sin, a ), arcsin( a sin a cos ), sign.,,, (*) 7/5/ 7 7/5/ 8,, R f f r, f g r, a r, r,r, f r g a f f, f in ax, f sat f f f f f f r,ga, g in ax ax in in ax R li t t t li RR I t Rt R t f li t v lit t, li t lit v t lit t lit t lit t lit t t 7/5/ 9 7/5/. 9 7/5/ li t t = K li t t li t t J = K K K i K, K, K i 7/5/

R R R R R R R R I lit R t I R vx RRR R x x x x x x, x x x,vx x x x x = RR KRR K 7/5/ K R,K K K J RR RR R R [] L,, Loy M, an McClaroc N H. Gotric tracing control of a quarotor UAV on SE(). In: Procings of t 49t IEEE Confrnc on Dcision an Control. Atlanta, Gorgia, USA: IEEE,. 54 545. 7/5/ 4 uv t t uv t g t n g : B n uv t Bt u v t g t f c c c c x c c y c c c M cm cm cm 4 M4 f c c c c sin c sin c sin x nr y ccos ccos ccos n r cm cm cm nr nr Mn r 44 M 4 P4 M4 Pn M r nr nr 4 4nr Pn M n r r 7/5/ 5 7/5/ 6 f, f, Pn r, n r i,, i,,, nr M n r c, cm, 7/5/ 7 c c c M csin csin csin nr c, cm, ccos ccos ccosn r nr cm cm cmn r P iag c c c c a M Mn c, cm, PM a n,, r Mn c, cm, Mn,, Pa r 7/5/ 8 r r M 6c, cm, c c c c c c c c c c M6 c, cm, c c c c M6,, 6 c c cm cm cm cm cm c M x 6, f c, f -? x c PID 6,, a 6,, M P M y c PID,6 c M 5 6 y 4.7 7/5/ 9,,,, nr, lit,,,, i CR s, i 7/5/ 4

,,,,, n r a,, f, a, PID 7/5/ 4 7/5/ 4 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7/5/ 4 7/5/ 44 7/5/ 45

qq_uaa@uaa.u.cn 7// 7// 7// 4 SDK 7// 5 7// 6 7// 7 7// 8

RC + ++ u u u u + SAA + v x v y v () +,,, x y x x u u u u x y y. 7// 9 7// v v v u v u u u R v v K v g v K K K u u u u u () t () t x() t x () t x() t x() t B ( 4, ) x = x= B (, ) 4 7// 7//. Matla. CIFER.4 7// 7// 4.4.4 7// 5 7// 6

.4.5 7// 7 7// 8 - v v v u v u v u u v v u u v u s G s u s u 7// 9 7// - v v s G s u s v u s G v u s u s s u - u u u u u u u s G su s u 7// 7// - v s G s u s v u s G v u s u s s 7// u - s iag, R Gv u s u s s s R iag, Gv s u u s s s R R 7// 4

- u K v u v K v g = v K K K u u u K v u v K v g v = v v K K v K K K u u v u v v v v s G s u s v u v v 7// 5 PID y u y.5 PID u ( ) i u i u K R K R K R i 7// 6 PID DIC y G G y G Ĝ G Ĝ G y 7// 7 7// 8 y y Gu ys y y G u y s Gu Gu y y y Quan Quan, Kai-Yuan Cai. Aitiv-Outut-Dcoosition-Bas Dynaic Invrsion racing Control for a Class of Uncrtain Linar i-invariant Systs. 5st IEEE Confrnc on Dcision an Control,, Maui, Hawaii, USA, 866-87. 7// 9 s () s G u su s s ˆ s G su s Gˆ su s s u u s l G sgˆ su s u u u s u s ˆ s Gu s u s s s s s G s u s u l 7// () u s Gˆ s s s Qu ˆ Q s G s Q u u u l s.6 7// u ˆ u s Q s G s s s l ˆ G Qu s Gu s u s Gˆ u s l () () Gˆ u s () Qu s Gu s Qu () su ˆ Gu j G u j Q u j (4) u t () t 7// Quan Quan, Kai-Yuan Cai. Aitiv-Outut-Dcoosition-Bas Dynaic Invrsion racing Control for a Class of Uncrtain Linar i-invariant Systs. 5st IEEE Confrnc on Dcision an Control,, Maui, Hawaii, USA, 866-87.

(4) ˆ u s Q s G s s s u u l ˆ l u s s G s u s ˆ s s s s s u Q G v v v uv v u v vl s s ˆ s s v G u v l v u v v 7// 7// 4 u v, u, u u v,, u, u G.7 Zanr J () AR Dron Siulin. tts://gitu.co/justynaanr/ar Dron Siulin. Accss Jan 6 7// 5 7// 6 v v v u v u u u R v 7// 7 v K v g v K K K u u PDP u u u u u K v u v v R I xy, Gvu () s u () x v v s x x v () s G () () v u s u s v v Gvu () s u () y v v s y y,, iag(.,). K v 7// 8 (/ s) v x () ().5.5.6.4 x 5 5 (s).7s (/ s) v y ( ra ).5.5.6.4 y 5 5 (s) 5.85s (Puo-Rano Binary Signals, PRBS)...5s.76s 5 5 5 5 (s) (s).8 7// 9 7// 4

.9 7// 4 7// 4 Matla G G G vu x v x vu y v y u G u s s s s 5.48s 9.9 s 4.64s 6.9s.9 7.86s 7. s 4.74s 5.49s7.6 6.5 s 7.77s6.49.77s.56 s 4.45s.5 at wors. Syst intication toolox. tt://www.atwors.co/l/int/inx.tl. Accss Jan 6 7// 4 7// 44 Fitnss y yˆ / y y 98.56%,98.8%,95.84%,9.4% 8~9% 7% K ( ) K D P li ( t) ( t) t 7// 45 7// 46 R v R v K ( ). v R K ( ). 7// 47 ˆ G Q. Q u () s iag, ( xs ) ( ys ) v v Q () s ( s ) u Q u ( s ) x., y.,.,. 7// 48 G Ĝ

v x (/ s) x y.5.5 (/ s) v y x y.6.6.5.5...s.7s.s 5.85s.7s 5.85s 5 5 5 5 5 5 5 5 (s) (s) (s) (s).6.6.6.6 (/ s) (/ s).4.4 v x v y ().4. 5 5 (s) ( ra ).4..5s.76s PID 5 5 (s) ().4. 5 5 (s) ( ra ).6s.s..5s.76s 5 5 (s).4 7// 49 7// 5 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 5 7// 5 7// 5

qq_uaa@uaa.u.cn 7// 7// 7// 4.. Mission Plannr 7// 5 7// 6 w, nw w, nw w, nw 5 w, nw 6,,,,, n w, w, w, w, w,,, n w w,nw w, nw w, nw 4 w, nw 7, tts://youtu./f4je5fq w,. S 7// 7 7// 8

ޞ 㠠ѱ ԫ 㿴ࡂ ޞ 㠠ѱ w,nw w,nw w,nw 5 ԫ 㿴ࡂ w,nw 6 ԫ 䴰 δ ε 䇴䇗 w,n 䗉 ޛ φཐᰁ㘲ᇔ փ㖤 ᚥ θᇔ 䠅 ᚥ Ⱦ 䗉 φᇔ ⴤḽփ㖤 δ Ѱփ㖤 ಞᵕᵑ䗉 ޛ εⱦ ε ᇐ ᖘ ตආḽ χ εṯᦤա 䴶 ᡆ䴶㾷䚃 Ⲻ㡠䐥 w, w,,", w,,", w,nwආḽ ݻ ㄏආḽ w, θᒬሼ ᡶᴿ㡠䐥 ආḽ ޛ ⅗ד Ḿѣχ w, εԛ nw θᒬԛᖉ ⴤḽ㡠䐥 Ѱ w, θ䇴 㖤 H!, t! θ ѣ H ӄ ᯣཐᰁ㘲ᱥੜ 䗴㡠 മ.4 㡚䐟 ޕ Ḹ മ 䐥 θt ᱥ 䠅䰞䲆 ٲ χ ķཐᰁ㘲ԅ ݻ ㄏ w, ਇθ 6ශ 䚃 ᡶᴿᵕᵑ㡠䐥 Ĺᖉ 䠅քӄ䰞䲆 ٲ θཐᰁ㘲 ᆎ ᖉ փ㖤ᒬ䘊ഔ ݻ ㄏ ݻ θ ݻ ᇂᡆ 伔ഔ ൦㔝㔣ᇂᡆԱ χ w,nw w,nw ĺ䚃 ᇂᡶᴿ㡠䐥 ཐᰁ㘲伔ഔ ݻ ㄏȾ w,nw 4 w,nw 7 w, മ. Sᖒ䙽শԫ 㿴ࡂ മ 9 7// 7// ޞ 㠠ѱ ޞ 㠠ѱ ԫ 㿴ࡂ θ㔉ᶕա χ w, & θ䈪᱄ա 䘎 ᇂᡆθਠᱥ 䠅䗽ք䘊ഔ ݻ Ⱦᖉཐᰁ㘲 ݻ ᇂᡆ θ ڒ ൦ㅿᖻ䎭伔 ԚȾжᰜ 䎭伔 Ԛθࡏᢝ㺂 ᢗ㹼䗷〻 θ䈪᱄ཐᰁ㘲ᐨ䚃 ᇂ㡠䐥 ੜ ε 䠅 t & w, θ 䈪᱄ཐᰁ㘲 伔 㡠䐥 Ⲻ䗽ぁѣ 䠅 䗽քθ䴶㾷ሼᖉ փ㖤 Ѱ㡠䐥 ޛ Ḿѣθ߃ሼ ݻ ㄏփ㖤 ޛ Ḿѣθԛ ཐᰁ㘲 ݾ 伔ഔ ݻ ㄏ ߃ ݻ 䘊ഔᖉ փ 㖤㔝㔣ᇂᡆԱ θ䈛䗽ぁ䙐䗽ᢝ㺂ԛс Ԛᇔ φ ᱥ 䘎ᴿԱ ϋ 䖢㠩 εੜࡏ䖢㠩 εχ δ ε 䇴䇗 ੜ ᱥ 㔉ᶕ ݻ ੜ w,ᒬ䐩䖢㠩 ε㔝㔣䘆 ݻ ᇂ ϋ ᱥ 䇴㖤сжѠ 㡠䐥, w,, w, w, മ.5 〻മ 㺂χ w, θ䈪᱄ཐᰁ㘲ա 䘎ᵠᇂᡆъ 䠅 ݻ 䏩θᢝ㺂 䟿н䏣噧 ᣔ ൪ ᱥะ൦ϋ ε H θ䈪᱄ཐᰁ㘲ᐨ䘑 ⴤޛ ḽ㡠䐥 θ θ ԫ 㿴ࡂ 䗴㡠䐥 δ ε 䇴䇗 w, & w ࡍ 䱦 ĸᵕᵑ څ 㡠䀈 сжѡ㡠䐥 ε w,, w, w,, w, w, w, w,. w, ੜࡏ䐩䖢㠩 ε㔝㔣䘆㺂ⱦ മ.6 䟿н䏣 Ⲵ 䗷〻 മ θ w, ᒬ䐩䖢㠩 ε㔝㔣ᢝ㺂χ 7// 7// ޞ 㠠ѱ ޞ 㠠ѱ 䐟ᖴ㿴ࡂ w,+,+ δ εะᵢᾰᘫ,+ δ εะᵢᾰᘫ,+ ε䐥ᖺ㿺ࡈφཐᰁ㘲 伔㺂ѣуӻ 䐟ᖴ㿴ࡂ εӱᐛ ൰ φ 㔏ⴤḽ㡠䐥 㓵䐥ᖺ 㠠䓡㓜ᶕⲺ䲆 θ䘎ր 㓜 ᶕⲺᖧ Ⱦ䐥ᖺ㿺ࡈᱥѰҼ㔏ཐᰁ㘲ᨆ 䞃੮ᕋ ൰θ㔏䳒 䞃 ᯛ ൰θ п㔪 w, ב ᰘ 䏩㠠䓡㓜ᶕ 䏩 㓜ᶕⲺਥ伔䐥ᖺȾ മ.7 ޘ ተ䐟ᖴ㿴ࡂ ተ䜘䐟ᖴ㿴ࡂ 伔㺂 ต ӄⴤḽ㡠䐥 Ƚ 㓵䐥ᖺ 䳒 Ⲻਖ ൰ѣθ伔㺂 䈛 ตѣⲺཐᰁ㘲ሼՐ ε ޞ ቶ䐥ᖺ㿺ࡈ ቶ䜞䐥ᖺ㿺ࡈ> @φṯᦤա ᡆ㡠䐥 θᒬ 㓵ሼ㡠 㻡ⴤḽ㡠䐥 㓵䐥ᖺ ੮ᕋθ㙂㻡䳒 䐥 䘔 䎭ᶛθ䘏ж䗽ぁ〦Ѱ ޞ ቶ䐥ᖺ㿺ࡈχṯᦤቶ䜞 ᶗԬ ཐᰁ㘲Ⲻ ᯛθ ᗍཐᰁ㘲 伔 ⴤḽ㡠䐥 Ⲻ ᆜ䘆 ᆜ㓜ᶕሼ 㓵䐥ᖺᨆ Ѱਥ伔䐥ᖺθ䘏ж䗽ぁ〦Ѱቶ䜞䐥ᖺ㿺ࡈȾ 㓵伔㺂θъ㜳䚵ᔶ䳒 > @Ⱦ [] Kati O. Ral-ti ostacl avoianc for aniulators an oil roots. intrnational journal of rootics rsarc, 986, 5(): 9-98 [] souros A, Wit B, Sanugavl M. Coorativ at lanning of unann arial vicls[m]. Jon Wily & Sons,. -. 7// മ.8 ൪ മ 4 7// w ޞ 㠠ѱ ޞ 㠠ѱ w,last 䐟ᖴ㿴ࡂ 䐟ᖴ㿴ࡂ δ ε 㓵䐥ᖺ䐕䳅 മ.9 ⴤ㓯䐟ᖴ䐏䲿 മ ε䰤从ᨅ䘦φԛ \ 㺞 ཐᰁ㘲ᖉ փ㖤θ w \ 㺞 ⴤḽ δ ε 㓵䐥ᖺ䐕䳅 ම䏩ਥԛ㺞 Ѱ ε 䇴䇗 c 㡠䐥 θ w,last \ 㺞 ржѡ㡠䐥 Ⱦ䇴䇗ቶ䜞䐥ᖺ㿺ࡈಞᇔ ൦ ᡆᵕᵑփ㖤 \ θᕋሲཐᰁ㘲 w,last \ w \ ҁ䰪ⲻ 㓵 sat g w w,r, a C w w w,last w w,r A I ሼཐᰁ㘲ⵁ 䍞 ශθ 䏩 亵ㅢӂᇐᗁ v w,last w w w,last w,r =A w ѣ ε 䇴䇗 w 䛙Ѿ 䐥ᖺ伔㺂 䗴ⴤḽ㡠䐥 w Ⱦ 7// w,r w,last w w,last w w w,last w,last v u മ. ⴤ㓯䐟ᖴ䐏䲿ࠐօ ޣ 5 7// ぁ A w = 㺞 \ փӄ 㓵㡠䐥рȾ 6

V A v v w w w w,, + 7// 7 sat g w A w, a C C w V sat g w A w, a w v v C V,, +, a+ V sat A, a v v u g w w 7// 8 u satg w A w, a sat g, a v V v sat gv, a v v V v sat g w A w, a v, v, u satg w A w, a sat g, a v w,r w,last u= sat gv, a. sat, a g w w,r sat,a C g w w,r w 7// 9 7// Y() 5-5 w,last - - -5 5 X(). 7// sat, a g w w,r w Y() 5-5 =.5 =. =. w w,last - - -5 5 X() w w w r o o. t. o o ro w r o w,last o w o w o 7// r o. w o o V sat g w, a w v v C o o ro o o o r 7// V sat, V a g w v ov v u o o ro u sat, a sat v, a g w o g o o ro V v sat gv, a V V V t V, t, o o ro V u 7// 4

u sat, a sat v, a v V v u= a g w o g o o ro w o, x a a a w,, a x a o o ro, x a x v, v, a w o r o o w w.4 r o o 7// 5 7// 6 w w w o r.5 u= sat gv, a sat, a o oro g w o Y() 5-5 w - - -5 5 X() (a) Y() 5-5 - - -5 5 X() () w.6 w =5 = =5 7// 7 7// 8 w,last r o o w Staili Mo Altitu Hol Mo Loitr Mo 7// 9 7// Staili Mo Altitu Hol Mo Loitr Mo 7// Staili Mo Altitu Hol Mo Loitr Mo RC 7//.7

Staili Mo Altitu Hol Mo Loitr Mo rc f rc u rc u rc u rc u 7// 7// 4 f rc rc.4.5.6 g.8 rc.5 rc, rc f rc.4,.6 rc f rc g ac ˆ ˆ ˆ ˆ x y ˆ= ˆ ˆ ˆ li ˆ t ac t li ˆ t ac t t t ac 7// 5 7// 6 ˆ ˆ ˆ x ˆ x y x y,.9 y ˆ ˆ 7// 7 g A K ˆ K ˆ ˆ f ˆ ˆ ˆ ˆ g A K f g ˆ 7// 8 ˆ 7// 9 ˆ ol ˆ ˆ x x ˆ y x, y ol ol y ˆ ˆ. 7// 4 ˆ ol

ol ol ol ol ol ol x xol xol x x xol y yol yol y y yol ˆ ol ˆ ˆ x x ˆ y x, y ol. ol y ˆ ol t ol 7// 4 t. ol ol t, t, t x, t y ol ˆ t ˆ ol t ˆ x ol x tx ˆ y ol y ty ol ol 7// 4 ˆ ˆ x ˆ y ˆ f rc rc rc rc ol ol ˆ ol ol ol ˆ ol xol x ˆ x. x xol x xol y yol y ˆ y yol y yol ˆ,ˆ ac rc ac, ac rc, rc, f ac f rc ˆ, ˆ,. f, ˆ a rc rct f f f a rc rc 7// 4 7// 44, x y x ol y x ol ol x y ol y x x y y ol ol, ˆ ˆ a rc a rc a rc rc a rc rc a a 7// 45 7// 46 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 47 7// 48

7// 49

qq_uaa@uaa.u.cn 7// 7// 7// 4. (Counication Braown). (Snsor Failur). (Powr Syst Anoaly) 4. (Paratr Configuration Mista) 7// 5 7// 6 Rot Controllr, RC Groun Control Station, GCS 7// 7 7// 8

(Barotr) 7// 9 (Coass) 45% 5 GPS45 7// GPS GPSGPS GPS 4(Inrtial Navigation Syst) 7// PWM 4 7// PID 7// 7// 4 Halt Evaluation 7// 5 4 5 6 GPS 7 8 9 7// 6

x5 x5 GPS 7// 7 7// 8 APMGPS iag_fil ii-5~5 GPS GPSEKF IMUGPS GPS 7// 9 7// GPS HDOPGPS glitc9gps HDOP.5GPS 4. GPS tt://aruilot.org/cotr/ocs/gs-failsaf-glitc-rotction.tl#gs-failsaf-glitc-rotction 7// 7// actuator x fx Bu w y C x v.5 iag,,, n 7// EKFAugnt-EKF,,,, x fxbu w,, x y C v 7// 4

[] Yan J, Zao Z Y, Liu H X, Quan Q. Fault Dtction an Intification for Quarotor Bas on Airfra Viration Signals: A Data-Drivn Mto. In: Procings of t 4t Cins Control Confrnc. Hang Zou, Cina: 5. 656-66. 4. 7// 5 7// 6. 7// 7.4 4 7// 8 Stat of Carg, SoC SoC[,] SoC=SoC= 7// 9 SoC SoC i s S S w, Q R R w ax, SSoC iar Q ax A s w V S i R Cv OCV VVCvOCV(S) OCV-SoC 7// EKFUKFSoCR EKF SoC UKFSoCR SoC SoCSoC 4.5-4.6 -- 4.7 UKFSoC [] H W, Williar N, Cn C, t al. Stat of carg stiation for lctric vicl attris using unscnt Kalan filtring[j]. Microlctronics Rliaility,, 5(6): 84-847 7// 7//

Disar GPSHOME POSIION 4GPS 7// 7// 4 GPSGPS 4 7// 5 Disar 7// 6 Low Battry Rsrv MAH 7// 7 7// 8 POWER OFF SAE SANDBY SAE GROUND_ERROR SAE 7// 9 MANUAL FLIGH MODE (LOIER MODE)(ALIUDE HOLD MODE) (SABILIZE MODE) REURN-O-LAUNCH MODE AUO-LANDING MODE 7// 4

PE - - - - (a) () 4.8 / PE 4.9 7// 4 7// 4 AE AEGPS AE AE4 AE5 AE6 AE7- AE8 AE9 AE 7// 4 7// 44 C C9 C C8 C7 C C C4 C5 C C4 C C5 C C6 4. C C8 C9 C7 C6 C 4. C C C7 C8 C C C9 C C4 C C5 C5 C6 4. C C4 C (MIE=)&(MIE=)&(AE=)&( AE5=)&(AE6=)&(AE7=) MIE= AE=&AE5= AE6=4 AE7=5 MIE= 7// 45 7// 46 C C8 C9 C7 C6 C C9 C C8 C7 C C C4 C5 C C4 C C5 C C6 4. 7// C7 (AE=&AE=&AE=&AE4=& AE5=&AE=)&[(MIE=&AE7 ) (AE6=&AE7) (AE7=)] MIE= AE7 AE6= AE7 AE7= GPS AE=&AE=&AE=&AE4= &AE5= AE= 47 C6AE= AE4= 4. GPSAE= AE4= C7AE= AE= C8AE=&(AE= AE4=) AE=GPSAE= AE4= C9AE=&AE4= GPSAE=&AE4= CAE=&AE=&AE4= GPSAE=&AE=&AE4= CAE= AE= 7// 48 C

. 99% 99.9%99% 99.9%.. 4. 5. 7// 49 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 5 7// 5 7// 5

qq_uaa@uaa.u.cn 7//... 4. 7// 7// 4.. EnrgyOr 4 EnrgyOr EnrgyOr 7// 5 7// 6. 5 o Fligt cnologis o Fligt cnologis 6 9 Airstir 5 Airstir yair! 7// 7. Sysainc Sysainc Sysainc 7// 8

. 4 SySns SySns SySns -- SySns 7// 9. ) GPSSwiftNavigationPisi; RKLIB59 4 )BAE NAVSOPVWi-Fi GPS ) UWB (Ultra Wian)[] [] SwiftNavigationPisi UWB []J D Hol, t al. igtly coul UWB/IMU os stiation. In:Procings of t IEEE Intrnational Confrnc on Ultra-Wian. Nw Yor, USA: IEEE, 9. 7//. + +AR. Dron PX4 PX4Flow GPS Panto AR. Dron PX4Flow. + RalSns RalSns 4 5 6 7 PanotsBur4 7// 7//. Kinct 5 RalSns KinctRalSns 48 +. 4 GPS Lily GPS 7// 7// 4. 4 GPS D Rootics Follow M owr Dron Control A OnCV 5OculiiRFS-M 7// 5. AR.Dron AR.Dron CCN 7// 6

. 4 MYO AR.Dron. 5G Wifi - 7// 7 7// 8. 4G/5G 5 5G 8 Wifi Wifi 4GH.6 4Gits/s5GB/s. IBM 7// 9 7//. 4CES CESSnaragon Cargo Snaragon 59Engagt CEO Brian KranicCES AtoPCI-xrss XMOS DRIntlEison IBM 7//. Dronco Uuntu 5.4 Airwar 7//. 4LinuxDronco D Rootics Uuntu 5.4 Uuntu Airwar Airwar. 5 UM78- NASA As ADS-BVV NASA 7// 7// 4

.. 59AOPA AOPA U Clou U Clou U Clou U Car U Car 7// 5 7// 6.. --- 7// 7 7// 8.. + + + + + + + + + + + + = = = * = ) 4) 7// 9 7//.. - +++ ++ + + - +++ ++ + + - + +++ + ++ - ++ +++ + + - ++ +++ + ++ - - - +++ +++ - - - +++ + ++ - ++ +++ + +++ 7// 7 INCOSE 7//

. - GPS : GPS GPS GPS GPS 7//. - 4 / : GPS 7// 4.. 544 ID 4 59 56 59 5 7// 5 7// 6 4. () () () 4. 7// 7 7// 8 ()() tt://rfly.uaa.u.cn/cours () uaarfly() () QQ:8648 (4) (MOOC) tt://stuy.6.co/cours/introuction/755.t (5) (6) ai@uaa.u.cn 7// 9 7// 4

7// 4