Recent Developments in Aerial Robotics: A Survey and Prototypes Overview

In recent years, research and development in aerial robotics (i.e., unmanned aerial vehicles, UAVs) has been growing at an unprecedented speed, and there is a need to summarize the background, latest developments, and trends of UAV research. Along with a general overview on the definition, types, categories, and topics of UAV, this work describes a systematic way to identify 1,318 high-quality UAV papers from more than thirty thousand that have been appeared in the top journals and conferences. On top of that, we provide a bird's-eye view of UAV research since 2001 by summarizing various statistical information, such as the year, type, and topic distribution of the UAV papers. We make our survey list public and believe that the list can not only help researchers identify, study, and compare their work, but is also useful for understanding research trends in the field. From our survey results, we find there are many types of UAV, and to the best of our knowledge, no literature has attempted to summarize all types in one place. With our survey list, we explain the types within our survey and outline the recent progress of each. We believe this summary can enhance readers' understanding on the UAVs and inspire researchers to propose new methods and new applications.

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[3]  Vijay Kumar,et al.  Cooperative localization and mapping of MAVs using RGB-D sensors , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

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[38]  Roland Siegwart,et al.  Design and Control of an Indoor Coaxial Helicopter , 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[39]  Ronald S. Fearing,et al.  Experimental dynamics of wing assisted running for a bipedal ornithopter , 2011, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[40]  Raffaello D'Andrea,et al.  Cooperative quadrocopter ball throwing and catching , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[41]  Ronald S. Fearing,et al.  Comparison of ornithopter wind tunnel force measurements with free flight , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[42]  Aníbal Ollero,et al.  Thermal detection and generation of collision-free trajectories for cooperative soaring UAVs , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

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[49]  Zheng Fang,et al.  Real-time onboard 6DoF localization of an indoor MAV in degraded visual environments using a RGB-D camera , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[50]  Wei Wang,et al.  Autonomous Control for Micro-Flying Robot and Small Wireless Helicopter X.R.B , 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[51]  Karthik Dantu,et al.  Autonomous MAV guidance with a lightweight omnidirectional vision sensor , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

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[53]  Nikolaos Papanikolopoulos,et al.  SUAV:Q - An improved design for a transformable solar-powered UAV , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[54]  Kostas Alexis,et al.  Revisited Dos Samara Unmanned Aerial Vehicle: Design and control , 2012, 2012 IEEE International Conference on Robotics and Automation.

[55]  Paul Thompson,et al.  System Development and Demonstration of a Cooperative UAV Team for Mapping and Tracking , 2010, Int. J. Robotics Res..

[56]  Robert J. Wood,et al.  Progress on "Pico" Air Vehicles , 2011, ISRR.

[57]  Raffaello D'Andrea,et al.  Quadrocopter pole acrobatics , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[58]  Vijay Kumar,et al.  Trajectory Generation and Control for Precise Aggressive Maneuvers with Quadrotors , 2010, ISER.

[59]  Jonghyuk Kim,et al.  Integrated navigation system using camera and gimbaled laser scanner for indoor and outdoor autonomous flight of UAVs , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[60]  Xiangyang Zhu,et al.  Ball juggling with an under-actuated flying robot , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[61]  Charles Richter,et al.  Aggressive flight of fixed-wing and quadrotor aircraft in dense indoor environments , 2015, Int. J. Robotics Res..

[62]  Metin Sitti,et al.  Platform design and tethered flight of a motor-driven flapping-wing system , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[63]  Koichi Hori,et al.  Visual 3D self localization with 8 gram circuit board for very compact and fully autonomous unmanned aerial vehicles , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[64]  Dongjun Lee,et al.  Aerial tool operation system using quadrotors as Rotating Thrust Generators , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[65]  Roland Siegwart,et al.  Maximum likelihood parameter identification for MAVs , 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

[66]  Panos Marantos,et al.  Robust stabilization control of unknown small-scale helicopters , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[67]  Robert J. Wood,et al.  Science, technology and the future of small autonomous drones , 2015, Nature.

[68]  Florian Mueller,et al.  Jogging with a Quadcopter , 2015, CHI.

[69]  Guido C. H. E. de Croon,et al.  Self-supervised monocular distance learning on a lightweight micro air vehicle , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[70]  Vijay Kumar,et al.  Design of small, safe and robust quadrotor swarms , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[71]  Dario Floreano,et al.  A flying robot with adaptive morphology for multi-modal locomotion , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[72]  Shuichi Nishio,et al.  Designing a flying humanoid robot (FHR): Effects of flight on interactive communication , 2012, 2012 IEEE RO-MAN: The 21st IEEE International Symposium on Robot and Human Interactive Communication.

[73]  Salah Sukkarieh,et al.  A comparison of feature and pose-based mapping using vision, inertial and GPS on a UAV , 2011, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[74]  Daniel Cremers,et al.  Camera-based navigation of a low-cost quadrocopter , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[75]  Peter I. Corke,et al.  Long-range stereo visual odometry for extended altitude flight of unmanned aerial vehicles , 2016, Int. J. Robotics Res..

[76]  Dario Floreano,et al.  Toward 30-gram Autonomous Indoor Aircraft: Vision-based Obstacle Avoidance and Altitude Control , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[77]  Atsushi Konno,et al.  Flight control systems of a quad tilt rotor Unmanned Aerial Vehicle for a large attitude change , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[78]  Flavio Fontana,et al.  Automatic re-initialization and failure recovery for aggressive flight with a monocular vision-based quadrotor , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[79]  Dongjun Lee,et al.  Design, modeling and control of omni-directional aerial robot , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[80]  Roland Siegwart,et al.  Robust visual inertial odometry using a direct EKF-based approach , 2015, IROS 2015.

[81]  Sudipta N. Sinha,et al.  Monocular Localization of a moving person onboard a Quadrotor MAV , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[82]  Sunil Kumar Agrawal,et al.  Kinematic design of an asymmetric in-phase flapping mechanism for MAVs , 2012, 2012 IEEE International Conference on Robotics and Automation.

[83]  Micael S. Couceiro,et al.  MRoCS: A new multi-robot communication system based on passive action recognition , 2016, Robotics Auton. Syst..

[84]  R. Siegwart,et al.  Full Attitude Control of a VTOL tailsitter UAV , 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

[85]  Masayuki Inaba,et al.  MUWA: Multi-field universal wheel for air-land vehicle with quad variable-pitch propellers , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[86]  Mark Yim,et al.  Flight performance of a swashplateless micro air vehicle , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[87]  Kazunori Ohno,et al.  Proposal and experimental validation of a design strategy for a UAV with a passive rotating spherical shell , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[88]  Daichi Toratani,et al.  Guidance and control of double tetrahedron hexa- rotorcraft , 2012 .

[89]  Takehisa Yairi,et al.  Designing a compact hexacopter with gimballed lidar and powerful onboard Linux computer , 2015, 2015 IEEE International Conference on Information and Automation.

[90]  Pascual Campoy Cervera,et al.  Vision based GPS-denied Object Tracking and following for unmanned aerial vehicles , 2013, 2013 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR).

[91]  Matthew Spenko,et al.  Design and experimental validation of HyTAQ, a Hybrid Terrestrial and Aerial Quadrotor , 2013, 2013 IEEE International Conference on Robotics and Automation.

[92]  Raymond Oung,et al.  The Distributed Flight Array: Design, implementation, and analysis of a modular vertical take-off and landing vehicle , 2014, Int. J. Robotics Res..

[93]  Inna Sharf,et al.  Nonlinear Optimal Control of Holonomic Indoor Airship , 2012 .

[94]  Kazunori Ohno,et al.  Real-time restoration of aerial inspection images by recognizing and removing passive rotating shell of a UAV , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[95]  Robert E. Mahony,et al.  A hierarchical control strategy for the autonomous navigation of a ducted fan flying robot , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[96]  Masayuki Inaba,et al.  Dual connected Bi-Copter with new wall trace locomotion feasibility that can fly at arbitrary tilt angle , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[97]  Markus Hehn,et al.  A flying inverted pendulum , 2011, 2011 IEEE International Conference on Robotics and Automation.

[98]  Christopher-Thomas Raabe Failure-Tolerant Control and Vision-Based Navigation for Hexacopters , 2013 .

[99]  Robert J. Wood,et al.  Design and fabrication of an insect-scale flying robot for control autonomy , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[100]  Kazuo Tanaka,et al.  Development of a Cyclogyro-Based Flying Robot With Variable Attack Angle Mechanisms , 2007 .

[101]  Metin Sitti,et al.  MultiMo-Bat: A biologically inspired integrated jumping–gliding robot , 2014, Int. J. Robotics Res..

[102]  Christos Papachristos,et al.  Model predictive hovering-translation control of an unmanned Tri-TiltRotor , 2013, 2013 IEEE International Conference on Robotics and Automation.

[103]  Robert J. Wood,et al.  Development of a 3.2g untethered flapping-wing platform for flight energetics and control experiments , 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

[104]  P.Y. Oh,et al.  Designing an aerial robot for hover-and-stare surveillance , 2005, ICAR '05. Proceedings., 12th International Conference on Advanced Robotics, 2005..

[105]  Vijay Kumar,et al.  Trajectory design and control for aggressive formation flight with quadrotors , 2012, Auton. Robots.

[106]  Daewon Lee,et al.  Build Your Own Quadrotor: Open-Source Projects on Unmanned Aerial Vehicles , 2012, IEEE Robotics & Automation Magazine.

[107]  Wolfram Burgard,et al.  A Fully Autonomous Indoor Quadrotor , 2012, IEEE Transactions on Robotics.

[108]  Christos Papachristos,et al.  Aerial robotic tracking of a generalized mobile target employing visual and spatio-temporal dynamic subject perception , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[109]  Konstantin Kondak,et al.  10 years in the cooperation of unmanned aerial systems , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[110]  Éric Marchand,et al.  Vision-based absolute localization for unmanned aerial vehicles , 2014, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[111]  Konstantin Kondak,et al.  High accuracy visual servoing for aerial manipulation using a 7 degrees of freedom industrial manipulator , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[112]  Martial Hebert,et al.  Learning monocular reactive UAV control in cluttered natural environments , 2012, 2013 IEEE International Conference on Robotics and Automation.

[113]  Sven Behnke,et al.  Registration of non-uniform density 3D laser scans for mapping with micro aerial vehicles , 2015 .

[114]  Daniel Cremers,et al.  FollowMe: Person following and gesture recognition with a quadrocopter , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[115]  S. Salazar,et al.  Modeling and Real-Time Stabilization of an Aircraft Having Eight Rotors , 2009, J. Intell. Robotic Syst..

[116]  Cyrill Stachniss,et al.  Fast and effective online pose estimation and mapping for UAVs , 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

[117]  Jonathan Butzkey,et al.  3-D exploration with an air-ground robotic system , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[118]  Denis Gillet,et al.  Reciprocal collision avoidance for quadrotors using on-board visual detection , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[119]  Keita Higuchi,et al.  HoverBall: augmented sports with a flying ball , 2014, AH.

[120]  Eftychios G. Christoforou Angular elevation control of robotic kite systems , 2010, 2010 IEEE International Conference on Robotics and Automation.

[121]  Sergei Lupashin,et al.  The Flying Machine Arena as of 2010 , 2011, 2011 IEEE International Conference on Robotics and Automation.

[122]  Dario Floreano,et al.  An indoor flying platform with collision robustness and self-recovery , 2010, 2010 IEEE International Conference on Robotics and Automation.

[123]  Roland Siegwart,et al.  Real-time visual-inertial mapping, re-localization and planning onboard MAVs in unknown environments , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).