, faisabilité de voler à proximité d'obstacles à des vitesses de plusieurs mètres par seconde en

?. S. Viollet, F. Colonnier, and E. Vanhoutte, Système de mesure de la distance d'un obstacle par ux optique. Numéro et date de publication de la demande, pp.3057347-2018

E. Vanhoutte, S. Mafrica, F. Ruer, J. R. Bootsma, and J. Serres, Time-of-Travel Methods for Measuring Optical Flow on Board a Micro Flying Robot, Sensors, vol.17, issue.3, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01551122

A. Actes-de-conférences-internationales-?-manecy, E. Vanhoutte, S. Mafrica, F. Colonnier, F. Ruer et al., X4-MaG and RT-MaG : a low-cost open-source micro-quadrotor based on Real-Time Linux and a new Matlab/Simulink toolbox, IROS Aerial Open Source Robotics Workshop. Congrès, p.1242014, 2015.

J. Serres, T. Raharijaona, E. Vanhoutte, and F. Ruer, Event-based visual guidance inspired by honeybees in a 3D tapered tunnel, Event-based Control, Communication, and Signal Processing, pp.1-4, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01332819

T. Raharijaona, J. Serres, E. Vanhoutte, and F. Ruer, Toward an insectinspired event-based autopilot combining both visual and control events, p.99, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01528589

, Control, Communication, and Signal Processing, pp.1-7

E. Vanhoutte, F. Ruer, and J. Serres, A quasi-panoramic bio-inspired eye for ying parallel to walls, IEEE Sensors, 2017.

E. Vanhoutte, F. Ruer, and J. Serres, A honeybee's navigational toolkit on Board a Bio-inspired Micro Flying Robot, International Micro Air Vehicle Conference and Flight Competition (IMAV), pp.136-142, 2017.

, Autres communications A-Poster présenté lors de la Journée des Jeunes Chercheurs en Robotique (JJCR) à Amiens en octobre, 2015.

;. Bibliographie, . Albus, J. S. Hong-;-albus, and T. H. Hong, Motion, depth, and image ow, IEEE International Conference on, p.11611170, 1990.

[. Baird, , 2013.

, A universal strategy for visually guided landing, Proceedings of the National Academy of Sciences, p.201314311

[. Baird, Minimum viewing angle for visually guided ground speed control in bumblebees, Journal of Experimental Biology, vol.213, issue.10, p.16251632, 2010.

[. Baird, Nocturnal insects use optic ow for ight control, Biology Letters, vol.7, issue.4, p.499501, 2011.

[. Barato, Combined spacevariant maps for optical-ow-based navigation, Biological Cybernetics, vol.83, issue.3, 2000.

[. Beer, Biorobotic approaches to the study of motor systems, Current Opinion in Neurobiology, vol.8, issue.6, pp.777-782, 1998.

[. Beyeler, Vision-based control of near-obstacle ight, Autonomous Robots, vol.27, issue.3, p.201219, 2009.

[. Bonardi, Localisation visuelle multimodale à long terme, GRETSI 2017, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01592113

[. Brandli, A 240× 180 130 db 3 µs latency global shutter spatiotemporal vision sensor, IEEE Journal of Solid-State Circuits, vol.49, issue.10, p.23332341, 2014.

[. Briod, A method for ego-motion estimation in micro-hovering platforms ying in very cluttered environments, Autonomous Robots, vol.40, issue.5, p.789803, 2016.

F. Colonnier-;-colonnier, Oeil composé articiel doté d'hypercuité : applications robotiques à la stabilisation et à la poursuite, 2017.

[. Colonnier, Visual odometry and low optic ow measurement by means of a vibrating articial compound eye, Conference on Biomimetic and Biohybrid Systems, p.153163, 2015.

[. Crabtree, The energy-storage frontier : Lithium-ion batteries and beyond, MRS Bulletin, vol.40, issue.12, p.10671076, 2015.

. Bibliographie-[cronin, Visual ecology, 2014.

, On the Origin of Species by Means of Natural Selection, 1859.

L. Murray, or the Preservation of Favored Races in the Struggle for Life

. De-croon, The DelFly, 2016.

. De-croon, Design, aerodynamics and autonomy of the dely. Bioinspiration & biomimetics, vol.7, p.25003, 2012.

[. Demonceaux, UAV Attitude Computation by Omnidirectional Vision in Urban Environment, Proceedings 2007 IEEE International Conference on Robotics and Automation, p.20172022, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01781438

[. Duhamel, Biologically inspired optical-ow sensing for altitude control of apping-wing microrobots, IEEE/ASME Transactions on Mechatronics, vol.18, issue.2, p.556568, 2013.

[. Duhamel, Altitude feedback control of a apping-wing microrobot using an on-board biologically inspired optical ow sensor, Robotics and Automation (ICRA), 2012 IEEE International Conference on, p.42284235, 2012.

[. Dunkley, Visual-inertial navigation for a camera-equipped 25g nano-quadrotor, IROS2014 aerial open source robotics workshop, 2014.

[. Evangelista, The moment before touchdown : landing manoeuvres of the honeybee Apis mellifera, Journal of Experimental Biology, vol.213, issue.2, p.262270, 2010.

[. Expert, Interpolation based "time of travel" scheme in a Visual Motion Sensor using a small 2D retina, Sensors, p.14, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00748533

. Ruer, F. Expert, and F. Ruer, Flying over uneven moving terrain based on optic-ow cues without any need for reference frames or accelerometers, Bioinspiration & Biomimetics, vol.10, issue.2, p.26003, 2015.

F. Expert and F. Ruer, The vertical optic ow : An additional cue for stabilizing beerotor robot's ight without imu, Conference on Biomimetic and Biohybrid Systems, p.187198, 2015.

[. Expert, A mouse sensor and a 2-pixel motion sensor exposed to continuous illuminance changes, IEEE Sensors, p.974977, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00713577

D. Eynard, Capteur de stétéovision hybride pour la navigation des drones, 2011.

[. Eynard, Real time UAV altitude, attitude and motion estimation from hybrid stereovision, Autonomous Robots, p.157172, 2012.

. Bibliographie-[falanga, Aggressive quadrotor ight through narrow gaps with onboard sensing and computing, 2016.

R. D. Fernald-;-fernald, Eyes : Variety, development and evolution. Brain, Behavior and Evolution, vol.64, p.141147, 2004.

[. Floreano, Miniature curved articial compound eyes, Proceedings of the National Academy of Sciences, vol.110, issue.23, p.9267, 2013.
DOI : 10.1073/pnas.1219068110
URL : http://www.pnas.org/content/110/23/9267.full.pdf

D. Floreano and R. J. Wood, Science, technology and the future of small autonomous drones, Nature, vol.521, issue.7553, p.460466, 2015.

C. Fonville, The Exploring DelFly : How to increase the indoor explored area of the DelFly Explorer by means of computationally ecient routing decisions ? Master's thesis, 2016.

N. Franceschini, Small brains, smart machines : From y vision to robot vision and back again, Proceedings of the IEEE, vol.102, issue.5, p.751781, 2014.

K. Franceschini, N. Franceschini, and K. Kirschfeld, Etude optique in vivo des éléments photorécepteurs dans l'oeil composé de drosophila, Kybernetik, vol.8, issue.1, p.113, 1971.

[. Franceschini, , 1992.

, From Insect Vision to Robot Vision [and Discussion, Philosophical Transactions of the Royal Society B : Biological Sciences, vol.337, p.283294, 1281.

[. Franceschini, Directionally selective motion detection by insect neurons, Facets of Vision, p.360390, 1989.
DOI : 10.1007/978-3-642-74082-4_17

[. Franceschini, Optic ow based visual guidance : from ying insects to miniature aerial vehicles, 2009.

J. Gibson-;-gibson, The ecological approach to visual perception, 1979.

J. J. Gibson-;-gibson, The perception of the visual world, 1950.

[. Goulard, Behavioural evidence for a visual and proprioceptive control of head roll in hoveries (episyrphus balteatus), Journal of Experimental Biology, vol.218, issue.23, p.37773787, 2015.

[. Goulard, To crash or not to crash : how do hoveries cope with free-fall situations and weightlessness, Journal of Experimental Biology, vol.219, issue.16, p.24972503, 2016.
DOI : 10.1242/jeb.141150
URL : http://jeb.biologists.org/content/219/16/2497.full.pdf

M. ;. Guillot, A. Guillot, and J. Meyer, Poulpe ction : Quand l'animal inspire l'innovation, 2014.

. Bibliographie-[haddad, Nmr imaging of the honeybee brain, Journal of Insect Science, vol.4, issue.1, p.7, 2004.

B. Hassenstein and W. Reichardt, Systemtheoretische analyse der zeit-, reihenfolgen-und vorzeichenauswertung bei der bewegungsperzeption des rüsselkäfers chlorophanus, Zeitschrift für Naturforschung B, vol.11, issue.9, p.513524, 1956.
DOI : 10.1515/znb-1956-9-1004
URL : http://www.degruyter.com/downloadpdf/j/znb.1956.11.issue-9-10/znb-1956-9-1004/znb-1956-9-1004.xml

. Heng, Autonomous Visual Mapping and Exploration With a Micro Aerial Vehicle, Journal of Field Robotics, vol.31, issue.4, p.654675, 2014.
DOI : 10.1002/rob.21520

. Heng, Autonomous obstacle avoidance and maneuvering on a vision-guided MAV using on-board processing, 2011 IEEE International Conference on Robotics and Automation, pp.2472-2477, 2011.

[. Herissé, Landing a vtol unmanned aerial vehicle on a moving platform using optical ow, IEEE Transactions on robotics, vol.28, issue.1, p.7789, 2012.

[. Honegger, An open source and open hardware embedded metric optical ow cmos camera for indoor and outdoor applications, Robotics and Automation (ICRA), 2013 IEEE International Conference on, p.17361741, 2013.

G. A. Horridge, The compound eye of insects, Scientic American, vol.237, issue.1, p.108121, 1977.

[. Hugo, Modelling and real-time control stabilization of a new vtol aircraft with eight rotors. In Intelligent Robots and Systems, IEEE/RSJ International Conference on, p.147152, 1997.

. Illusionworks, , pp.2018-2024

D. Izzo and G. D. Croon, Landing with time-to-contact and ventral optic ow estimates, Journal of Guidance, Control, and Dynamics, vol.35, issue.4, p.13621367, 2012.

[. Karmeier, Robustness of the tuning of y visual interneurons to rotatory optic ow, Journal of Neurophysiology, vol.90, issue.3, 2003.

. Keshavan, Autonomous Vision-Based Navigation of a Quadrotor in Corridor-Like Environments, International Journal of Micro Air Vehicles, vol.7, issue.2, p.111123, 2015.

[. Koenderink, J. J. Van-doorn-;-koenderink, and A. J. Van-doorn, Facts on optic ow, Biological cybernetics, vol.56, issue.4, p.247254, 1987.

. Krotosky, S. J. Trivedi-;-krotosky, and M. M. Trivedi, On Color-, Infrared-, and Multimodal-Stereo Approaches to Pedestrian Detection, IEEE Transactions on Intelligent Transportation Systems, vol.8, issue.4, p.619629, 2007.

[. Kushleyev, Towards a swarm of agile micro quadrotors, Autonomous Robots, vol.35, issue.4, p.287300, 2013.

B. Land and M. F. , Visual Acuity in Insects, Annual review of entomology, vol.42, issue.46, p.147177, 1997.

[. Land, . Nilsson, M. F. Land, and D. Nilsson, Animal eyes, 2012.

. Lee and D. N. Lee, A theory of visual control of braking based on information about time-to-collision, Perception, vol.5, issue.4, p.437459, 1976.

. Lee and D. N. Lee, A theory of visual control of braking based on information about time-to-collision, Perception, vol.5, issue.4, 1976.

[. Linander, Bumblebees measure optic ow for position and speed control exibly within the frontal visual eld, Journal of Experimental Biology, vol.218, issue.7, p.10511059, 2015.

[. Liu, Computationally ecient visualinertial sensor fusion for global positioning systemdenied navigation on a small quadrotor, Advances in Mechanical Engineering, vol.8, issue.3, p.1687814016640996, 2016.

[. Lucas, An iterative image registration technique with an application to stereo vision, 1981.

[. Ma, Controlled ight of a biologically inspired, insect-scale robot, Science, vol.340, issue.6132, p.603607, 2013.

[. Mafrica, A bio-inspired analog silicon retina with, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01099946

, Michaelis-Menten auto-adaptive pixels sensitive to small and large changes in light, Optics Express, vol.23, issue.5, p.5614

[. Mafrica, Minimalistic optic ow sensors applied to indoor and outdoor visual guidance and odometry on a car-like robot, 2016.

, Bioinspiration & biomimetics, vol.11, issue.6, p.66007

[. Mafrica, Optic-ow based car-like robot operating in a 5-decade light level range, 2016 IEEE International Conference on Robotics and Automation (ICRA), p.55685575, 2016.

A. Manecy, Stratégies de guidage visuel bio-inspirées : application à la stabilisation d'un micro-drone et à la poursuite de cibles, 2015.

[. Manecy, X4-MaG : A Low-Cost Open-Source Micro-Quadrotor and Its Linux-Based Controller, International Journal of Micro Air Vehicles, vol.7, issue.2, p.89110, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01099975

[. Manecy, Rt-mag : An open-source simulink toolbox for linux-based real-time robotic applications, 2014 IEEE International Conference on Robotics and Biomimetics, p.173180, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01446795

A. Maslow-;-maslow, Motivation and Personality. [Harper's psychological series, 1954.

. Harper,

[. Mcguire, Local histogram matching for ecient optical ow computation applied to velocity estimation on pocket drones, p.32553260, 2016.

. Bibliographie-[mcguire, Ecient Optical ow and Stereo Vision for Velocity Estimation and Obstacle Avoidance on an Autonomous Pocket Drone, 2016.

[. Mcguire, Ecient optical ow and stereo vision for velocity estimation and obstacle avoidance on an autonomous pocket drone, IEEE Robotics and Automation Letters, vol.2, issue.2, p.10701076, 2017.

[. Mcpherron, Evidence for stone-tool-assisted consumption of animal tissues before 3.39 million years ago at dikika, ethiopia, Nature, vol.466, issue.7308, p.857, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00822407

G. Menzel, R. Menzel, and M. Giurfa, Cognitive architecture of a minibrain : the honeybee, Trends in Cognitive Sciences, vol.5, issue.2, p.71, 2001.

M. Michaelis, L. Michaelis, and M. L. Menten, Die kinetik der invertinwirkung, Biochem. z, vol.49, p.352, 1913.

R. Moeckel and S. Liu, Motion detection chips for robotic platforms, Flying Insects and Robots, p.101114, 2009.

. Moore, Autonomous mav guidance with a lightweight omnidirectional vision sensor, 2014 IEEE International Conference on Robotics and Automation (ICRA), p.38563861, 2014.

M. Sarkar and A. T. , A Biologically Inspired CMOS Image Sensor, vol.461, 2013.

[. Muratet, A contribution to vision-based autonomous helicopter ight in urban environments, Robotics and Autonomous Systems, vol.50, issue.4, p.195209, 2005.

. Nakayama, K. Loomis-;-nakayama, J. Loomis, and . Nikolic, A synchronized visual-inertial sensor system with fpga pre-processing for accurate real-time slam, Robotics and Automation (ICRA), 2014 IEEE International Conference on, vol.3, p.431437, 1974.

R. A. Normann-and-perlman-;-normann and I. Perlman, The eects of background illumination on the photoresponses of red and green cones, The Journal of physiology, vol.286, p.491, 1979.

[. Olberg, Prey pursuit and interception in dragonies, Journal of Comparative Physiology A, vol.186, issue.2, p.155162, 2000.

R. M. Olberg-;-olberg, Visual control of prey-capture ight in dragonies, Current opinion in neurobiology, vol.22, issue.2, p.267271, 2012.

[. Portelli, Honeybees' speed depends on dorsal as well as lateral, ventral and frontal optic ows, PLOS ONE, vol.6, issue.5, p.110, 2011.

. Bibliographie-[portelli, Modelling honeybee visual guidance in a 3-D environment, Journal of Physiology Paris, vol.104, issue.1-2, p.2739, 2010.

[. Raharijaona, Toward an insect-inspired event-based autopilot combining both visual and control events, Event-Based Control, Communication and Signal Processing, p.17, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01528589

[. Rajappa, Modeling, control and design optimization for a fully-actuated hexarotor aerial vehicle with tilted propellers, Robotics and Automation (ICRA), 2015 IEEE International Conference on, p.40064013, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01134829

[. Rigosi, Visual acuity of the honey bee retina and the limits for feature detection, Scientic Reports, vol.7, p.45972, 2017.

[. Roubieu, , 2013.

, Visual Motion Sensor Inspired by the Fly ' s Eye, IEEE Sensors Journal, vol.13, issue.3, p.10251035

[. Roubieu, A fully-autonomous hovercraft inspired by bees : Wall following and speed control in straight and tapered corridors, IEEE International Conference on Robotics and Biomimetics, vol.2012, p.13111318, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00743129

[. Roubieu, A biomimetic vision-based hovercraft accounts for bees' complex behaviour in various corridors, Bioinspiration & Biomimetics, vol.9, issue.3, p.36003, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01446797

B. Rueckauer and T. Delbruck, Evaluation of eventbased algorithms for optical ow with ground-truth from inertial measurement sensor. Frontiers in neuroscience, p.10, 2016.

. Ryll, Modeling and control of fast-hex : a fully-actuated by synchronized-tilting hexarotor, Intelligent Robots and Systems (IROS), p.16891694, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01348538

. Ryll, 6D physical interaction with a fully actuated aerial robot, 2017 IEEE International Conference on Robotics and Automation (ICRA), p.51905195, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01476814

. Sabiron, Low-speed optic-ow sensor onboard an unmanned helicopter ying outside over elds, 2013.

, Proceedings-IEEE International Conference on Robotics and Automation, p.17421749

[. Sabo, A lightweight, inexpensive robotic system for insect vision, Arthropod Structure and Development, vol.46, issue.5, pp.689-702, 2017.

. Scaramuzza, Vision-Controlled Micro Flying BIBLIOGRAPHIE Robots : From System Design to Autonomous Navigation and Mapping in GPS-Denied Environments, IEEE Robotics & Automation Magazine, vol.21, issue.3, p.2640, 2014.

. Serres, A visionbased autopilot for a miniature air vehicle : Joint speed control and lateral obstacle avoidance, Autonomous Robots, vol.25, issue.1-2, p.103122, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01758721

. Serres, A bee in the corridor : Centering and wall-following, Naturwissenschaften, vol.95, issue.12, p.11811187, 2008.

R. Serres, J. Serres, and F. Ruer, Optic ow-based robotics, 2016.
DOI : 10.1002/047134608x.w8321

. Serres, Microdrones bio-inspirés-doter nos futurs robots aériens de l'agilité des insectes, Editions TI| Techniques de l'Ingénieur, 2017.

R. Serres, J. R. Serres, and F. Ruer, Biomimetic Autopilot Based on Minimalistic Motion Vision for Navigating along Corridors Comprising U-shaped and S-shaped Turns, Journal of Bionic Engineering, vol.12, issue.1, p.4760, 2015.
DOI : 10.1016/s1672-6529(14)60099-8
URL : https://hal.archives-ouvertes.fr/hal-01108274

J. R. Serres and F. Ruer, Optic ow-based collision-free strategies : From insects to robots, Arthropod Structure and Development, vol.46, issue.5, p.703717, 2017.
DOI : 10.1016/j.asd.2017.06.003
URL : https://doi.org/10.1016/j.asd.2017.06.003

[. Shabayek, , 2012.

, Vision Based UAV Attitude Estimation : Progress and Insights, Journal of Intelligent & Robotic Systems, vol.65, issue.1-4, p.295308

T. E. Sherk-;-sherk, Development of the compound eyes of dragonies (odonata), 1978.

. , adult compound eyes, Journal of Experimental Zoology Part A : Ecological Genetics and Physiology, vol.203, issue.1, p.6179

[. Shoemaker, Optic ow estimation on trajectories generated by bio-inspired closed-loop ight, Biological Cybernetics, vol.104, p.339350, 2011.
DOI : 10.1007/s00422-011-0436-8

K. ;. Souhila, K. Souhila, and A. Karim, Optical ow based robot obstacle avoidance, International Journal of Advanced Robotic Systems, vol.4, issue.1, p.2, 2007.
DOI : 10.5772/5715
URL : https://journals.sagepub.com/doi/pdf/10.5772/5715

. Srinivasan and M. V. Srinivasan, Honeybees as a model for the study of visually guided ight, navigation, and biologically inspired robotics, Physiological reviews, vol.91, issue.2, p.413, 2011.

. Srinivasan and M. V. Srinivasan, Visual control of navigation in insects and its relevance for robotics, Current Opinion in Neurobiology, vol.21, issue.4, p.535543, 2011.

[. Strydom, Visual odometry : autonomous uav navigation using optic ow and stereo, Proceedings of Australasian Conference on Robotics and Automation, 2014.

. Tammero, L. F. Dickinson-;-tammero, and M. H. Dickinson, The inuence of visual landscape on the free ight behavior of the fruit y drosophila melanogaster, Journal of Experimental Biology, vol.205, issue.3, p.327343, 2002.

[. Taylor, Horizon sensing attitude stabilisation : A vmc autopilot, 18th International UAV Systems Conference, 2003.

. Bibliographie-[vanhoutte, Time-of-Travel Methods for Measuring Optical Flow on Board a Micro Flying Robot, Sensors, vol.17, issue.3, p.571, 2017.

[. Vanhoutte, A honeybee's navigational toolkit on Board a Bio-inspired Micro Flying Robot, The 9th International Micro Air Vehicle Conference and Competition (IMAV), 2017.

[. Vanhoutte, A Quasi-panoramic Bio-inspired Eye for Flying Parallel to Walls, IEEE Sensors, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01629291

[. Vidal, Ultimate SLAM ? Combining Events, Images, and IMU for Robust Visual SLAM in HDR and High-Speed Scenarios, IEEE Robotics and Automation Letters, vol.3, issue.2, p.9941001, 2018.

S. Viollet, Vibrating Makes for Better Seeing : From the Fly's MicroEye Movements to Hyperacute Visual Sensors, Frontiers in bioengineering and biotechnology, vol.2, p.9, 2014.

[. Viollet, Hardware architecture and cutting-edge assembly process of a tiny curved compound eye, Sensors, vol.14, issue.11, p.21702, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01446798

S. Viollet and J. Zeil, Feed-forward and visual feedback control of head roll orientation in wasps (polistes humilis, vespidae, hymenoptera), Journal of Experimental Biology, vol.216, issue.7, p.12801291, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01446800

[. Wakakuwa, , 2005.

B. Webb, What does robotics oer animal behaviour ?, Spectral heterogeneity of honeybee ommatidia, vol.92, pp.545-558, 2000.

G. Westheimer, C. B. Yigit, and E. Altug, Visual attitude stabilization of a unmanned helicopter in unknown environments with an embedded single-board computer, Hyperacuity. Encyclopedia of Neuroscience. [Yigit and Altug, p.4954, 2009.

F. Zuerey, J. Zuerey, and D. Floreano, Optic-ow-based steering and altitude control for ultra-light indoor aircraft, Sponsor : Swiss National Science Foundation, 2004.

F. Zuerey, J. C. Zuerey, and D. Floreano, Fly-inspired visual steering of an ultralight indoor aircraft, IEEE Transactions on Robotics, vol.22, issue.1, p.137146, 2006.

[. Zuerey, A 10-gram vision-based ying robot, Advanced Robotics, vol.21, issue.14, p.16711684, 2007.