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Developing Shared Control Architectures With Vehicle-In-The-Loop
Developing Shared Control Architectures With Vehicle-In-The-Loop
Developing Shared Control Architectures With Vehicle-In-The-Loop

상세정보

자료유형  
 학위논문 서양
최종처리일시  
20250211152114
ISBN  
9798384339137
DDC  
600
저자명  
Weiss, Elliot.
서명/저자  
Developing Shared Control Architectures With Vehicle-In-The-Loop
발행사항  
[Sl] : Stanford University, 2024
발행사항  
Ann Arbor : ProQuest Dissertations & Theses, 2024
형태사항  
198 p
주기사항  
Source: Dissertations Abstracts International, Volume: 86-03, Section: A.
주기사항  
Advisor: Gerdes, J.
학위논문주기  
Thesis (Ph.D.)--Stanford University, 2024.
초록/해제  
요약Driver assistance systems hold the promise of improving safety on the road. They may also present new safety issues given the difficulty faced by drivers of supervising semi-autonomous systems over long periods of time and maintaining the attention needed to take back control without advanced warning. Shared control systems, which smoothly blend steering, throttle, and braking inputs with the driver, present a promising approach to driver assistance system design, helping drivers avoid collisions while keeping them engaged in the driving task. In this thesis, two elements of shared control system development are explored: how to conduct immersive experiments of novel shared control architectures and how to apply shared control to scenarios involving sequences of distinct maneuvers. The first half of the thesis presents a Vehicle-in-the-Loop platform, which enables experiments on a real vehicle within a simulated traffic scenario that the driver views with a virtual reality headset. By implementing this platform around a four-wheel steer-by-wire vehicle, the driver can interact with shared control systems in a variety of test conditions, including low friction and highway speed driving. The focus of the thesis then shifts to the development of systems that support the driver in scenarios requiring transitions between different maneuvers, such as following and passing another vehicle. To build intuition for the design of these systems, an analogy is made to partner dancing. In particular, the lead-follow structure and synchronization of moves to the beat of a song in partner dancing play a central role in designing shared decision making and control systems in this thesis. Experiments of these systems on our Vehicle-in-the-Loop platform demonstrate how metaphorical thinking can help create automotive systems that serve as collaborative partners to human drivers.
일반주제명  
Friction
일반주제명  
Software
일반주제명  
Music
일반주제명  
Virtual communities
일반주제명  
Systems design
일반주제명  
High speed
일반주제명  
Decision making
일반주제명  
Design
기타저자  
Stanford University.
기본자료저록  
Dissertations Abstracts International. 86-03A.
전자적 위치 및 접속  
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MARC

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■035    ▼a(MiAaPQ)Stanforddn442zn1389
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■1001  ▼aWeiss,  Elliot.
■24510▼aDeveloping  Shared  Control  Architectures  With  Vehicle-In-The-Loop
■260    ▼a[Sl]▼bStanford  University▼c2024
■260  1▼aAnn  Arbor▼bProQuest  Dissertations  &  Theses▼c2024
■300    ▼a198  p
■500    ▼aSource:  Dissertations  Abstracts  International,  Volume:  86-03,  Section:  A.
■500    ▼aAdvisor:  Gerdes,  J.
■5021  ▼aThesis  (Ph.D.)--Stanford  University,  2024.
■520    ▼aDriver  assistance  systems  hold  the  promise  of  improving  safety  on  the  road.  They  may  also  present  new  safety  issues  given  the  difficulty  faced  by  drivers  of  supervising  semi-autonomous  systems  over  long  periods  of  time  and  maintaining  the  attention  needed  to  take  back  control  without  advanced  warning.  Shared  control  systems,  which  smoothly  blend  steering,  throttle,  and  braking  inputs  with  the  driver,  present  a  promising  approach  to  driver  assistance  system  design,  helping  drivers  avoid  collisions  while  keeping  them  engaged  in  the  driving  task.  In  this  thesis,  two  elements  of  shared  control  system  development  are  explored:  how  to  conduct  immersive  experiments  of  novel  shared  control  architectures  and  how  to  apply  shared  control  to  scenarios  involving  sequences  of  distinct  maneuvers.  The  first  half  of  the  thesis  presents  a  Vehicle-in-the-Loop  platform,  which  enables  experiments  on  a  real  vehicle  within  a  simulated  traffic  scenario  that  the  driver  views  with  a  virtual  reality  headset.  By  implementing  this  platform  around  a  four-wheel  steer-by-wire  vehicle,  the  driver  can  interact  with  shared  control  systems  in  a  variety  of  test  conditions,  including  low  friction  and  highway  speed  driving.  The  focus  of  the  thesis  then  shifts  to  the  development  of  systems  that  support  the  driver  in  scenarios  requiring  transitions  between  different  maneuvers,  such  as  following  and  passing  another  vehicle.  To  build  intuition  for  the  design  of  these  systems,  an  analogy  is  made  to  partner  dancing.  In  particular,  the  lead-follow  structure  and  synchronization  of  moves  to  the  beat  of  a  song  in  partner  dancing  play  a  central  role  in  designing  shared  decision  making  and  control  systems  in  this  thesis.  Experiments  of  these  systems  on  our  Vehicle-in-the-Loop  platform  demonstrate  how  metaphorical  thinking  can  help  create  automotive  systems  that  serve  as  collaborative  partners  to  human  drivers.
■590    ▼aSchool  code:  0212.
■650  4▼aFriction
■650  4▼aSoftware
■650  4▼aMusic
■650  4▼aVirtual  communities
■650  4▼aSystems  design
■650  4▼aHigh  speed
■650  4▼aDecision  making
■650  4▼aDesign
■690    ▼a0413
■690    ▼a0389
■71020▼aStanford  University.
■7730  ▼tDissertations  Abstracts  International▼g86-03A.
■790    ▼a0212
■791    ▼aPh.D.
■792    ▼a2024
■793    ▼aEnglish
■85640▼uhttp://www.riss.kr/pdu/ddodLink.do?id=T17162937▼nKERIS▼z이  자료의  원문은  한국교육학술정보원에서  제공합니다.

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