S. A. Mohamed, M. H. Haghbayan, T. Westerlund, J. Heikkonen, H. Tenhunen et al., A Survey on Odometry for Autonomous Navigation Systems, IEEE Access, vol.7, pp.97466-97486, 2019.

I. Skog and P. Handel, In-car positioning and navigation technologies A survey, IEEE Transactions on Intelligent Transportation Systems, vol.10, issue.1, pp.4-21, 2009.

B. A. Renfro, M. Stein, N. Boeker, and A. Terry, An analysis of global positioning system (GPS) standard positioning service (SPS) performance for, 2017.

M. J. Milford and G. F. Wyeth, SeqSLAM: Visual route-based navigation for sunny summer days and stormy winter nights, IEEE International Conference on Robotics and Automation, pp.1643-1649, 2012.

S. Weiss, D. Scaramuzza, and R. Siegwart, Monocular-SLAM-based navigation for autonomous micro helicopters in GPS-denied environments, Journal of Field Robotics, vol.28, issue.6, pp.854-874, 2011.

Y. Ham, K. K. Han, J. J. Lin, and M. Golparvar-fard, Visual monitoring of civil infrastructure systems via camera-equipped Unmanned Aerial Vehicles (UAVs): a review of related works, Visualization in Engineering, vol.4, issue.1, p.1, 2016.

S. Lowry and M. J. Milford, Supervised and unsupervised linear learning techniques for visual place recognition in changing environments, IEEE Transactions on Robotics, vol.32, issue.3, pp.600-613, 2016.

A. R. Vidal, H. Rebecq, T. Horstschaefer, and D. Scaramuzza, 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, pp.994-1001, 2018.

E. Mueggler, H. Rebecq, G. Gallego, T. Delbruck, and D. Scaramuzza, The event-camera dataset and simulator: Event-based data for pose estimation, visual odometry, and SLAM, The International Journal of Robotics Research, vol.36, issue.2, pp.142-149, 2017.

G. Gallego, T. Delbruck, G. Orchard, C. Bartolozzi, B. Taba et al., Event-based vision: A survey, 2019.

M. Fallon, Accurate and robust localization for walking robots fusing kinematics, inertial, vision and LIDAR, Interface focus, vol.8, issue.4, 2018.

Y. Zhao, Applying time-differenced carrier phase in nondifferential GPS/IMU tightly coupled navigation systems to improve the positioning performance, IEEE Transactions on Vehicular Technology, vol.66, issue.2, pp.992-1003, 2016.

R. Wehner and S. Wehner, Insect navigation : use of maps or Ariadne's thread?, Ethology Ecology & Evolution, vol.2, issue.1, p.2748, 1990.

T. Labhart and E. P. Meyer, Detectors for polarized skylight in insects: a survey of ommatidial specializations in the dorsal rim area of the compound eye, Microscopy Research and Technique, vol.47, issue.6, p.368379, 1999.

D. Lambrinos, H. Kobayashi, R. Pfeifer, M. Maris, T. Labhart et al., An autonomous agent navigating with a polarized light compass, Adaptive behavior, vol.6, issue.1, pp.131-161, 1997.

J. Chu, K. Zhao, Q. Zhang, and T. Wang, Construction and performance test of a novel polarization sensor for navigation, Sensors and Actuators A: Physical, vol.148, issue.1, pp.75-82, 2008.

J. Chu, Z. Wang, L. Guan, Z. Liu, Y. Wang et al., Integrated polarization dependent photodetector and its application for polarization navigation, IEEE Photonics Technology Letters, vol.26, issue.5, pp.469-472, 2014.

S. Karman, S. Diah, and I. Gebeshuber, Bio-inspired polarized skylight-based navigation sensors: A review, Sensors, vol.12, issue.11, pp.14232-14261, 2012.

J. Yang, T. Du, X. Liu, B. Niu, and L. Guo, Method and implementation of a bio-inspired attitude and heading reference system by integration of polarization compass and inertial sensors, IEEE Transactions on Industrial Electronics, 2019.

B. Liu, Z. Fan, and X. Wang, Solar position acquisition method for polarized light navigation based on ? characteristic model of polarized skylight pattern, IEEE Access, vol.8, pp.56720-56729, 2020.

C. Fan, X. Hu, J. Lian, L. Zhang, and X. He, Design and calibration of a novel camera-based bio-inspired polarization navigation sensor, IEEE Sensors Journal, vol.16, issue.10, pp.3640-3648, 2016.

C. Fan, X. Hu, X. He, L. Zhang, and J. Lian, Integrated polarized skylight sensor and MIMU with a metric map for urban ground navigation, IEEE Sensors Journal, vol.18, issue.4, pp.1714-1722, 2017.

C. Fan, X. Hu, X. He, L. Zhang, and Y. Wang, Multicamera polarized vision for the orientation with the skylight polarization patterns, Optical Engineering, vol.57, issue.4, p.43101, 2018.

Y. Wang, X. Hu, J. Lian, L. Zhang, and X. He, Bionic orientation and visual enhancement with a novel polarization camera, IEEE Sensors Journal, vol.17, issue.5, pp.1316-1324, 2017.

J. Dupeyroux, J. R. Serres, and S. Viollet, AntBot: a six-legged walking robot able to home like desert ants in outdoor environments, Science Robotics, vol.4, p.307, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02075700

J. Dupeyroux, S. Viollet, and J. R. Serres, An ant-inspired celestial compass applied to autonomous outdoor robot navigation, Robotics and Autonomous Systems, vol.117, pp.40-56, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02105997

T. Labhart, The electrophysiology of photoreceptors in different eye regions of the desert ant, Cataglyphis bicolor, Journal of Comparative Physiology A, vol.158, issue.1, pp.1-7, 1986.

J. Dupeyroux, S. Viollet, and J. R. Serres, Polarized skylight-based heading measurements: a bio-inspired approach, Journal of the Royal Society Interface, vol.16, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01990800

T. M. Aycock, D. Chenault, A. Lompado, and J. L. Pezzaniti, Sky polarization and sun sensor system and method, vol.423, 2016.

J. Monnoyer, J. Dupeyroux, S. Viollet, and J. Serres, Dispositif de détection d'un cap d'un véhicule par détection de photons polarisés linéairement, French Patent No. FR3086088A1, 2020.