Tek Robottan Çoklu Robotlara Ortam Haritalama

Bu makalenin amaci, robotlar icin ortam haritalama konusunda yapilmis calismalari, tek robottan baslayarak, coklu robotlara kadar tarayarak kapsamli ve guncel bir literatur degerlendirmesi sunmaktadir. Yapilan calismalar incelendiginde, ortam haritalama problemlerinin iki onemli kismi bulundugu gorulmektedir. Ilk kisim, ortamda nelerin algilanacagi ve haritanin nasil bir tanimlama ile olusturulacagidir. Ikinci kisim ise, secilen bu model ve robottan gelen bilgiler cercevesinde, haritanin muhakeme icin nasil kullanilacagina ve guncellenecegine dairdir. Coklu robotlar ile ortam haritalama calismalari, tek robot icin gelistirilen harita ve muhakeme yontemlerinin coklu robotlar icin genellestirilmesini esas aldigi gorulmektedir. Bu cercevede, secilen makaleler 3 ana baslik altinda sirasiyla incelenmekte ve yapilan uygulamalar genel olarak sunulmaktadir. Makale, genel bir degerlendirme ile sonlanmaktadir. Abstract This paper presents a survey of map building with single robots to multirobot systems. Map building is addressed in two related topics. The first pertains to the map models that have been developed while the second is associated with reasoning methods that are used in updating the constructed maps with the incoming sensory data. While initial work in this area has focused on single robots, recent work has started considering multirobot systems. Most such systems basically extend approaches that have been originally developed for single robots to multirobot scenarios. In this paper, we consider map models, reasoning with maps and multirobot map building one by one. Our attempt is to provide a comprehensive coverage of related work. The paper concludes with a discussion of related applications and a general evaluation..

[1]  Wolfram Burgard,et al.  Collaborative multi-robot exploration , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[2]  Jaydev P. Desai,et al.  A Graph Theoretic Approach for Modeling Mobile Robot Team Formations , 2002, J. Field Robotics.

[3]  Hugh Durrant-Whyte,et al.  Simultaneous localization and mapping (SLAM): part II , 2006 .

[4]  Michael H. Bowling,et al.  Subjective Localization with Action Respecting Embedding , 2005, ISRR.

[5]  Stefan B. Williams,et al.  Efficient View-Based SLAM Using Visual Loop Closures , 2008, IEEE Transactions on Robotics.

[6]  Ehud Rivlin,et al.  Distributed vision-aided cooperative localization and navigation based on three-view geometry , 2011 .

[7]  Randall D. Beer,et al.  Spatial learning for navigation in dynamic environments , 1996, IEEE Trans. Syst. Man Cybern. Part B.

[8]  Luke Fletcher,et al.  Multiple relative pose graphs for robust cooperative mapping , 2010, 2010 IEEE International Conference on Robotics and Automation.

[9]  Gaurav S. Sukhatme,et al.  Landmark-based Matching Algorithm for Cooperative Mapping by Autonomous Robots , 2000, DARS.

[10]  H. Isil Bozma,et al.  Place representation in topological maps based on bubble space , 2012, 2012 IEEE International Conference on Robotics and Automation.

[11]  Kurt Konolige,et al.  A practical, decision-theoretic approach to multi-robot mapping and exploration , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[12]  Christiaan J. J. Paredis,et al.  Heterogeneous Teams of Modular Robots for Mapping and Exploration , 2000, Auton. Robots.

[13]  John K. Tsotsos,et al.  Histogram of Oriented Uniform Patterns for robust place recognition and categorization , 2012, Int. J. Robotics Res..

[14]  Howie Choset,et al.  Path Planning for Robotic Demining: Robust Sensor-Based Coverage of Unstructured Environments and Probabilistic Methods , 2003, Int. J. Robotics Res..

[15]  John S. Baras,et al.  Fundamental Tradeoffs and Constrained Coalitional Games in Autonomic Wireless Networks , 2007, 2007 5th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks and Workshops.

[16]  Illah R. Nourbakhsh,et al.  Appearance-based place recognition for topological localization , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[17]  Yolanda González Cid,et al.  Real-time 3d SLAM with wide-angle vision , 2004 .

[18]  Christopher G. Harris,et al.  A Combined Corner and Edge Detector , 1988, Alvey Vision Conference.

[19]  Agostino Martinelli,et al.  Potential field based approach for coordinate exploration with a multi-robot team , 2010, 2010 IEEE Safety Security and Rescue Robotics.

[20]  K. Kawamura,et al.  The Sensory Ego-Sphere as a Short-Term Memory for Humanoids , 2002 .

[21]  Nicholas Roy,et al.  Topological mapping using spectral clustering and classification , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[22]  Emanuele Menegatti,et al.  Toward topological localization with spherical Fourier transform and uncalibrated camera , 2008 .

[23]  Gaurav S. Sukhatme,et al.  Putting the 'I' in 'team': an ego-centric approach to cooperative localization , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[24]  Wolfram Burgard,et al.  Speeding-up multi-robot exploration by considering semantic place information , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[25]  Maja J. Mataric,et al.  A general algorithm for robot formations using local sensing and minimal communication , 2002, IEEE Trans. Robotics Autom..

[26]  Clark N. Taylor,et al.  Cooperative navigation of MAVs In GPS denied areas , 2008, 2008 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems.

[27]  Sebastian Thrun,et al.  The Graph SLAM Algorithm with Applications to Large-Scale Mapping of Urban Structures , 2006, Int. J. Robotics Res..

[28]  H. Isil Bozma,et al.  Multi-robot navigation with limited communication - deterministic vs game-theoretic networks , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[29]  David G. Lowe,et al.  Local and global localization for mobile robots using visual landmarks , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).

[30]  Roland Siegwart,et al.  A hybrid approach for robust and precise mobile robot navigation with compact environment modeling , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[31]  Vincent Lepetit,et al.  View-based Maps , 2010, Int. J. Robotics Res..

[32]  Brian Yamauchi,et al.  Frontier-based exploration using multiple robots , 1998, AGENTS '98.

[33]  Andrew J. Davison,et al.  Real-time simultaneous localisation and mapping with a single camera , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[34]  Wolfram Burgard,et al.  Coordinated multi-robot exploration , 2005, IEEE Transactions on Robotics.

[35]  Stergios I. Roumeliotis,et al.  Distributed Maximum A Posteriori Estimation for Multi-robot Cooperative Localization , 2009 .

[36]  Ian D. Reid,et al.  Article in Press Robotics and Autonomous Systems ( ) – Robotics and Autonomous Systems a Comparison of Loop Closing Techniques in Monocular Slam , 2022 .

[37]  Sebastian Thrun,et al.  Robotic mapping: a survey , 2003 .

[38]  Stergios I. Roumeliotis,et al.  Predicting the Performance of Cooperative Simultaneous Localization and Mapping (C-SLAM) , 2006, Int. J. Robotics Res..

[39]  V. Caglioti,et al.  Cooperative, distributed localization in multi-robot systems: a minimum-entropy approach , 2006, IEEE Workshop on Distributed Intelligent Systems: Collective Intelligence and Its Applications (DIS'06).

[40]  Andrew Howard,et al.  Multi-robot mapping using manifold representations , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[41]  Ian D. Reid,et al.  Mapping Large Loops with a Single Hand-Held Camera , 2007, Robotics: Science and Systems.

[42]  Lovekesh Vig,et al.  Multi-robot coalition formation , 2006, IEEE Transactions on Robotics.

[43]  Michael Bosse,et al.  Simultaneous Localization and Map Building in Large-Scale Cyclic Environments Using the Atlas Framework , 2004, Int. J. Robotics Res..

[44]  Alberto Elfes,et al.  Sonar-based real-world mapping and navigation , 1987, IEEE J. Robotics Autom..

[45]  Lynne E. Parker,et al.  Distributed Cooperative Outdoor Multirobot Localization and Mapping , 2004 .

[46]  Frank Dellaert,et al.  Multi-level submap based SLAM using nested dissection , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[47]  Keiji Nagatani,et al.  Topological simultaneous localization and mapping (SLAM): toward exact localization without explicit localization , 2001, IEEE Trans. Robotics Autom..

[48]  Wolfram Burgard,et al.  A Probabilistic Approach to Collaborative Multi-Robot Localization , 2000, Auton. Robots.

[49]  K. Madhava Krishna,et al.  Large scale visual localization in urban environments , 2011, 2011 IEEE International Conference on Robotics and Automation.

[50]  Andrea Garulli,et al.  Simultaneous localization and map building for a team of cooperating robots: a set membership approach , 2003, IEEE Trans. Robotics Autom..

[51]  Paul Newman,et al.  Appearance-only SLAM at large scale with FAB-MAP 2.0 , 2011, Int. J. Robotics Res..

[52]  Bernhard Nebel,et al.  Cooperative sensing in dynamic environments , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).

[53]  Jay A. Farrell,et al.  Cooperative Control of Multiple Nonholonomic Mobile Agents , 2008, IEEE Transactions on Automatic Control.

[54]  Yugeng Xi,et al.  Distributed Formation Algorithm for Multi-agent Systems with a Relaxed Connectivity Condition , 2008 .

[55]  Danica Kragic,et al.  A framework for vision based bearing only 3D SLAM , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[56]  Gregory Dudek,et al.  Collaborative Robot Exploration and Rendezvous: Algorithms, Performance Bounds and Observations , 2001, Auton. Robots.

[57]  Zhu Han,et al.  Coalitional game theory for communication networks , 2009, IEEE Signal Processing Magazine.

[58]  Paul J. Besl,et al.  A Method for Registration of 3-D Shapes , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[59]  Stergios I. Roumeliotis,et al.  Distributed multirobot localization , 2002, IEEE Trans. Robotics Autom..

[60]  Ben J. A. Kröse,et al.  Hierarchical map building and planning based on graph partitioning , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[61]  Ales Leonardis,et al.  Robust localization using panoramic view-based recognition , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[62]  M. Jackson,et al.  A Strategic Model of Social and Economic Networks , 1996 .

[63]  Naomi Ehrich Leonard,et al.  Stabilization of Planar Collective Motion With Limited Communication , 2008, IEEE Transactions on Automatic Control.

[64]  Paul Newman,et al.  FAB-MAP: Probabilistic Localization and Mapping in the Space of Appearance , 2008, Int. J. Robotics Res..

[65]  Naomi Ehrich Leonard,et al.  Stabilization of Planar Collective Motion: All-to-All Communication , 2007, IEEE Transactions on Automatic Control.

[66]  Rudolf Mester,et al.  View-Based Robot Localization Using Illumination-Invariant Spherical Harmonics Descriptors , 2008, VISAPP.

[67]  Howie Choset,et al.  Sensor Based Coverage of Unknown Environments for Land Mine Detection , 1999, AAAI/IAAI.

[68]  Keith Yu Kit Leung,et al.  Distributed and decentralized cooperative simultaneous localization and mapping for dynamic and sparse robot networks , 2010, 2011 IEEE International Conference on Robotics and Automation.

[69]  Kurt Konolige,et al.  Map merging for distributed robot navigation , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[70]  Ana Cristina Murillo,et al.  SURF features for efficient robot localization with omnidirectional images , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[71]  Friedrich Fraundorfer,et al.  Topological mapping, localization and navigation using image collections , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[72]  Kurt Konolige,et al.  A Hierarchical Bayesian Approach to the Revisiting Problem in Mobile Robot Map Building , 2003, ISRR.

[73]  James M. Rehg,et al.  Where am I: Place instance and category recognition using spatial PACT , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[74]  Frank Dellaert,et al.  Square Root SAM: Simultaneous Localization and Mapping via Square Root Information Smoothing , 2006, Int. J. Robotics Res..

[75]  Henrik I. Christensen,et al.  Graphical SLAM - a self-correcting map , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[76]  R. Murray,et al.  Agreement problems in networks with directed graphs and switching topology , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[77]  Robert C. Bolles,et al.  Outdoor Mapping and Navigation Using Stereo Vision , 2006, ISER.

[78]  Nancy A. Lynch,et al.  Hybrid I/O automata , 1995, Inf. Comput..

[79]  Karl Henrik Johansson,et al.  Dynamical properties of hybrid automata , 2003, IEEE Trans. Autom. Control..

[80]  Maan El Badaoui El Najjar,et al.  Multi-sensor Fusion Method Using Bayesian Network for Precise Multi-vehicle Localization , 2008, 2008 11th International IEEE Conference on Intelligent Transportation Systems.

[81]  Michael Bosse,et al.  Histogram Matching and Global Initialization for Laser-only SLAM in Large Unstructured Environments , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[82]  Richard Szeliski,et al.  Visual odometry and map correlation , 2004, CVPR 2004.

[83]  Peter K. Allen,et al.  Topological mobile robot localization using fast vision techniques , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[84]  Gaurav S. Sukhatme,et al.  Localization for mobile robot teams using maximum likelihood estimation , 2002, IEEE/RSJ International Conference on Intelligent Robots and Systems.

[85]  Jindong Tan,et al.  Distributed multi-robot coordination in area exploration , 2006, Robotics Auton. Syst..

[86]  Aníbal Ollero,et al.  Vision-based multi-UAV position estimation , 2006, IEEE Robotics & Automation Magazine.

[87]  Hugh F. Durrant-Whyte,et al.  Multiple-platform localization and map building , 2000, SPIE Optics East.

[88]  Wolfram Burgard,et al.  Coordination for Multi-Robot Exploration and Mapping , 2000, AAAI/IAAI.

[89]  Emilio Frazzoli,et al.  On synchronous robotic networks Part I: Models, tasks and complexity notions , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[90]  Barbara Caputo,et al.  Towards robust place recognition for robot localization , 2008, 2008 IEEE International Conference on Robotics and Automation.

[91]  Benjamin Kuipers,et al.  Towards a general theory of topological maps , 2004, Artif. Intell..

[92]  Huei-Yung Lin,et al.  An extended-HCT semantic description for visual place recognition , 2011, Int. J. Robotics Res..

[93]  Alonzo Kelly,et al.  A constrained optimization approach to globally consistent mapping , 2002, IEEE/RSJ International Conference on Intelligent Robots and Systems.

[94]  Wolfram Burgard,et al.  Visual SLAM for Flying Vehicles , 2008, IEEE Transactions on Robotics.

[95]  Y. Charlie Hu,et al.  Multi-robot SLAM with topological/metric maps , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[96]  Udo Frese,et al.  A Discussion of Simultaneous Localization and Mapping , 2006, Auton. Robots.

[97]  John J. Leonard,et al.  Cooperative concurrent mapping and localization , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[98]  Binoy Pinto,et al.  Speeded Up Robust Features , 2011 .

[99]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[100]  Kostas Daniilidis,et al.  Rotation recovery from spherical images without correspondences , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[101]  Olivier Stasse,et al.  MonoSLAM: Real-Time Single Camera SLAM , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[102]  Nathan Michael,et al.  Vision-Based Localization for Leader–Follower Formation Control , 2009, IEEE Transactions on Robotics.

[103]  Garrison W. Cottrell,et al.  Gamma-SLAM: Using stereo vision and variance grid maps for SLAM in unstructured environments , 2008, 2008 IEEE International Conference on Robotics and Automation.

[104]  Vijay Kumar,et al.  Closed loop motion planning of cooperating mobile robots using graph connectivity , 2008, Robotics Auton. Syst..

[105]  Wesley H. Huang,et al.  Topological Map Merging , 2005, Int. J. Robotics Res..

[106]  H. Isil Bozma,et al.  A new memory model for selective perception systems , 2000, Proceedings. 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2000) (Cat. No.00CH37113).

[107]  Benjamin Kuipers,et al.  Local metrical and global topological maps in the hybrid spatial semantic hierarchy , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[108]  Anthony Stentz,et al.  Multi-robot exploration controlled by a market economy , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[109]  Lindsay Kleeman,et al.  Feature-Based Mapping in Real, Large Scale Environments Using an Ultrasonic Array , 1999, Int. J. Robotics Res..

[110]  Andrew B. Kahng,et al.  Cooperative Mobile Robotics: Antecedents and Directions , 1997, Auton. Robots.

[111]  James S. Albus,et al.  Outline for a theory of intelligence , 1991, IEEE Trans. Syst. Man Cybern..

[112]  William W. Cohen Adaptive mapping and navigation by teams of simple robots , 1996, Robotics Auton. Syst..

[113]  Bernhard Schölkopf,et al.  Where did I take that snapshot? Scene-based homing by image matching , 1998, Biological Cybernetics.

[114]  Chien Chern Cheah,et al.  Dynamic region following formation control for a swarm of robots , 2009, 2009 IEEE International Conference on Robotics and Automation.

[115]  Paul Newman,et al.  A generative framework for fast urban labeling using spatial and temporal context , 2009, Auton. Robots.

[116]  Sebastian Thrun,et al.  Simultaneous Localization and Mapping , 2008, Robotics and Cognitive Approaches to Spatial Mapping.

[117]  Frank Dellaert,et al.  EM, MCMC, and Chain Flipping for Structure from Motion with Unknown Correspondence , 2004, Machine Learning.

[118]  Frank Dellaert,et al.  iSAM: Incremental Smoothing and Mapping , 2008, IEEE Transactions on Robotics.

[119]  Alison Watts,et al.  A Dynamic Model of Network Formation , 2001, Games Econ. Behav..

[120]  Prabir Barooah,et al.  Distributed collaborative localization of multiple vehicles from relative pose measurements , 2009, 2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[121]  Kurt Konolige,et al.  Incremental mapping of large cyclic environments , 1999, Proceedings 1999 IEEE International Symposium on Computational Intelligence in Robotics and Automation. CIRA'99 (Cat. No.99EX375).

[122]  Andrew J Davison Modelling the world in real time: how robots engineer information , 2003, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[123]  Patrick Rives,et al.  A spherical robot-centered representation for urban navigation , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[124]  Luc Van Gool,et al.  Speeded-Up Robust Features (SURF) , 2008, Comput. Vis. Image Underst..

[125]  H. Isil Bozma,et al.  Pairwise vs Coalition Game Networks for Multi-Robot Systems , 2011 .

[126]  Jonas Nygårds,et al.  C-SAM: Multi-Robot SLAM using square root information smoothing , 2008, 2008 IEEE International Conference on Robotics and Automation.

[127]  Ning Xi,et al.  Coordinated multi-robot real-time exploration with connectivity and bandwidth awareness , 2010, 2010 IEEE International Conference on Robotics and Automation.

[128]  Mehran Mesbahi,et al.  On state-dependent dynamic graphs and their controllability properties , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[129]  Andrew Howard,et al.  Multi-robot Simultaneous Localization and Mapping using Particle Filters , 2005, Int. J. Robotics Res..

[130]  Antonio Torralba,et al.  Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope , 2001, International Journal of Computer Vision.

[131]  R. Wisniewski Towards Modelling of Hybrid Systems , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[132]  Jana Hajduková,et al.  Coalition Formation Games: a Survey , 2006, IGTR.

[133]  Stergios I. Roumeliotis,et al.  Multi-robot SLAM with Unknown Initial Correspondence: The Robot Rendezvous Case , 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[134]  Alessandro Casavola,et al.  Supervision of networked dynamical systems under coordination constraints , 2006, IEEE Transactions on Automatic Control.

[135]  Andrew Zisserman,et al.  Video Google: a text retrieval approach to object matching in videos , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[136]  Zhengyou Zhang,et al.  Iterative point matching for registration of free-form curves and surfaces , 1994, International Journal of Computer Vision.

[137]  David Nistér,et al.  Scalable Recognition with a Vocabulary Tree , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[138]  Damjan Miklic,et al.  Decentralized grid-based algorithms for formation reconfiguration and synchronization , 2010, 2010 IEEE International Conference on Robotics and Automation.

[139]  Dieter Fox,et al.  Voronoi Random Fields: Extracting Topological Structure of Indoor Environments via Place Labeling , 2007, IJCAI.

[140]  Eduardo Mario Nebot,et al.  Optimization of the simultaneous localization and map-building algorithm for real-time implementation , 2001, IEEE Trans. Robotics Autom..

[141]  Roland Siegwart,et al.  Deriving and matching image fingerprint sequences for mobile robot localization , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[142]  Jean-Arcady Meyer,et al.  Map-based navigation in mobile robots: I. A review of localization strategies , 2003, Cognitive Systems Research.

[143]  James J. Little,et al.  Vision-based global localization and mapping for mobile robots , 2005, IEEE Transactions on Robotics.

[144]  Stefan B. Williams,et al.  Towards multi-vehicle simultaneous localisation and mapping , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[145]  Magnus Egerstedt,et al.  Connectivity graphs as models of local interactions , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[146]  Roger B. Myerson,et al.  Graphs and Cooperation in Games , 1977, Math. Oper. Res..

[147]  Antonio Torralba,et al.  Context-based vision system for place and object recognition , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[148]  Ryo Kurazume,et al.  Cooperative positioning with multiple robots , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[149]  Andreas Birk,et al.  Merging Occupancy Grid Maps From Multiple Robots , 2006, Proceedings of the IEEE.