Cooperative Localization Algorithm Based on Hybrid Topology Architecture for Multiple Mobile Robot System

With the development of robotics, the multiple mobile robot system (MMRS) has been an attention-getting subject in recent years and has been widely used in military, civilian and other fields. Cooperative localization is the key technology of the MMRS. And observability analysis for MMRS and nonline...

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Veröffentlicht in:IEEE internet of things journal Jg. 5; H. 6; S. 4753 - 4763
Hauptverfasser: Sun, Qian, Tian, Yu, Diao, Ming
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Piscataway IEEE 01.12.2018
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Algorithms
Architecture
Cooperative communication
Cooperative localization
Extended Kalman filter
extended Kalman filter (EKF)
hybrid topology architecture
Internet of Things
Kalman filters
Localization
Location awareness
Mobile robots
multiple mobile robot system (MMRS)
Nonlinearity
Observability
Observability (systems)
observability analysis
Position measurement
relative position measurement graph (RPMG)
Robotics
Robots
Topology
ISSN:2327-4662, 2327-4662
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Abstract With the development of robotics, the multiple mobile robot system (MMRS) has been an attention-getting subject in recent years and has been widely used in military, civilian and other fields. Cooperative localization is the key technology of the MMRS. And observability analysis for MMRS and nonlinear problem are the foremost problems to cooperative localization. In order to enhance the accuracy of cooperative localization for MMRS, a novel cooperative localization algorithm based on hybrid topology architecture under the framework of extended Kalman filter (EKF) is proposed in this paper. In this novel algorithm, a hybrid topology architecture based on the relative position measurement graph method is adopted to enhance the usage efficiency of observations, improving the cooperative localization accuracy. Meanwhile, EKF is used in this novel cooperative localization algorithm to solve the nonlinearity of the MMRS. Finally, a real dataset is used to verify the availability and superiority of this novel algorithm.
AbstractList With the development of robotics, the multiple mobile robot system (MMRS) has been an attention-getting subject in recent years and has been widely used in military, civilian and other fields. Cooperative localization is the key technology of the MMRS. And observability analysis for MMRS and nonlinear problem are the foremost problems to cooperative localization. In order to enhance the accuracy of cooperative localization for MMRS, a novel cooperative localization algorithm based on hybrid topology architecture under the framework of extended Kalman filter (EKF) is proposed in this paper. In this novel algorithm, a hybrid topology architecture based on the relative position measurement graph method is adopted to enhance the usage efficiency of observations, improving the cooperative localization accuracy. Meanwhile, EKF is used in this novel cooperative localization algorithm to solve the nonlinearity of the MMRS. Finally, a real dataset is used to verify the availability and superiority of this novel algorithm.
Author Sun, Qian
Diao, Ming
Tian, Yu
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Cites_doi 10.1109/IRDS.2002.1041428
10.1109/TRA.2002.806024
10.1023/A:1016636024246
10.1109/JIOT.2016.2638119
10.1109/34.982903
10.1115/1.3662552
10.1007/s00034-011-9272-2
10.1007/s10846-012-9809-z
10.1016/j.inffus.2017.01.001
10.1016/j.robot.2005.09.008
10.2514/1.G000496
10.1109/TRO.2006.878957
10.1109/IROS.2005.1545153
10.1177/0278364911398404
10.1109/TRO.2006.878947
10.3390/s150203154
10.1109/TAC.2016.2621764
10.1109/TRA.2002.804499
10.1109/TASE.2015.2433014
10.1109/ACCESS.2017.2653798
10.1108/IR-11-2016-0280
10.1023/B:AURO.0000032937.98087.91
10.1109/ROBOT.2009.5152398
10.3390/s140101511
10.1023/A:1008937911390
10.1109/TRA.2002.803461
10.3390/sym9060094
10.1163/156855398X00235
10.1109/ROBOT.2008.4543252
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References (ref34) 2018
ref13
ref12
ref15
ref14
ref31
ref30
ref33
ref11
ref32
ref10
bicchi (ref24) 1998
ref2
ref1
ref17
ref16
ref19
ref18
durrnat-whyte (ref3) 0
lee (ref29) 2005; 3
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref8
ref7
ref9
ref4
ref6
ref5
sharma (ref27) 2011
References_xml – year: 2018
  ident: ref34
  publication-title: Kalman Filter
– ident: ref7
  doi: 10.1109/IRDS.2002.1041428
– ident: ref20
  doi: 10.1109/TRA.2002.806024
– ident: ref23
  doi: 10.1023/A:1016636024246
– ident: ref5
  doi: 10.1109/JIOT.2016.2638119
– ident: ref1
  doi: 10.1109/34.982903
– ident: ref33
  doi: 10.1115/1.3662552
– year: 0
  ident: ref3
– ident: ref13
  doi: 10.1007/s00034-011-9272-2
– ident: ref12
  doi: 10.1007/s10846-012-9809-z
– ident: ref18
  doi: 10.1016/j.inffus.2017.01.001
– ident: ref30
  doi: 10.1016/j.robot.2005.09.008
– ident: ref11
  doi: 10.2514/1.G000496
– ident: ref22
  doi: 10.1109/TRO.2006.878957
– volume: 3
  start-page: 1
  year: 2005
  ident: ref29
  article-title: Mobile robot localization using range sensors: Consecutive scanning and cooperative scanning
  publication-title: Int J Control Autom Syst
– ident: ref26
  doi: 10.1109/IROS.2005.1545153
– ident: ref32
  doi: 10.1177/0278364911398404
– ident: ref17
  doi: 10.1109/TRO.2006.878947
– start-page: 25
  year: 1998
  ident: ref24
  article-title: On the observability of mobile vehicles localization
  publication-title: Proc Medit Conf Control Syst
– ident: ref21
  doi: 10.3390/s150203154
– ident: ref19
  doi: 10.1109/TAC.2016.2621764
– ident: ref31
  doi: 10.1109/TRA.2002.804499
– ident: ref10
  doi: 10.1109/TASE.2015.2433014
– ident: ref2
  doi: 10.1109/ACCESS.2017.2653798
– ident: ref15
  doi: 10.1108/IR-11-2016-0280
– ident: ref16
  doi: 10.1023/B:AURO.0000032937.98087.91
– ident: ref9
  doi: 10.1109/ROBOT.2009.5152398
– ident: ref28
  doi: 10.3390/s140101511
– ident: ref8
  doi: 10.1023/A:1008937911390
– ident: ref4
  doi: 10.1109/TRA.2002.803461
– ident: ref14
  doi: 10.3390/sym9060094
– ident: ref6
  doi: 10.1163/156855398X00235
– year: 2011
  ident: ref27
  article-title: Bearing-only cooperative-localization and path-planning of ground and aerial robots
– ident: ref25
  doi: 10.1109/ROBOT.2008.4543252
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SubjectTerms Algorithms
Architecture
Cooperative communication
Cooperative localization
Extended Kalman filter
extended Kalman filter (EKF)
hybrid topology architecture
Internet of Things
Kalman filters
Localization
Location awareness
Mobile robots
multiple mobile robot system (MMRS)
Nonlinearity
Observability
Observability (systems)
observability analysis
Position measurement
relative position measurement graph (RPMG)
Robotics
Robots
Topology
Title Cooperative Localization Algorithm Based on Hybrid Topology Architecture for Multiple Mobile Robot System
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