A novel method of sensing and classifying terrain for autonomous unmanned ground vehicles

PhD thesis


Odedra, S. 2014. A novel method of sensing and classifying terrain for autonomous unmanned ground vehicles. PhD thesis Middlesex University School of Science and Technology
TypePhD thesis
TitleA novel method of sensing and classifying terrain for autonomous unmanned ground vehicles
AuthorsOdedra, S.
Abstract

Unmanned Ground Vehicles (UGVs) play a vital role in preserving human life during hostile military operations and extend our reach by exploring extraterrestrial worlds during space missions. These systems generally have to operate in unstructured environments which contain dynamic variables and unpredictable obstacles, making the seemingly simple task of traversing from A-B extremely difficult. Terrain is one of the biggest obstacles within these environments as it could potentially cause a vehicle to become stuck and render it useless, therefore autonomous systems must possess the ability to directly sense terrain conditions. Current autonomous vehicles use look-ahead vision systems and passive laser scanners to navigate a safe path around obstacles; however these methods lack detail when considering terrain as they make predictions using estimations of the terrain’s appearance alone. This study establishes a more accurate method of measuring, classifying and monitoring terrain in real-time. A novel instrument for measuring direct terrain features at the wheel-terrain contact interface is presented in the form of the Force Sensing Wheel (FSW). Additionally a classification method using unique parameters of the wheel-terrain interaction is used to identify and monitor terrain conditions in real-time. The combination of both the FSW and real-time classification method facilitates better traversal decisions, creating a more Terrain Capable system.

Department nameSchool of Science and Technology
Institution nameMiddlesex University
Publication dates
Print27 Mar 2015
Publication process dates
Deposited27 Mar 2015
Completed2014
Output statusPublished
Accepted author manuscript
LanguageEnglish
Permalink -

https://repository.mdx.ac.uk/item/85084

Download files


Accepted author manuscript
  • 17
    total views
  • 11
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

Design and development of a pole climbing surveillance robot
Erbil, M., Prior, S., Karamanoglu, M., Odedra, S., Barlow, C., Bell, J., Brazinskas, M. and New Zealand Rapid Product Development Conference 2011. Design and development of a pole climbing surveillance robot. Auckland, New Zealand AUT University.
Heineken bot [a robot installation presented at the Kinetic Art Fair 2010]
Prior, S., Odedra, S., Erbil, M., Lewis, D., Barlow, C., Bell, J. and Irps, T. 2010. Heineken bot [a robot installation presented at the Kinetic Art Fair 2010]. P3 Ambica Gallery, Euston Road, London 04 - 07 Feb 2010
Investigating the use of the coanda effect to create novel unmanned aerial vehicles.
Barlow, C., Lewis, D., Prior, S., Odedra, S., Erbil, M., Karamanoglu, M. and Collins, R. 2009. Investigating the use of the coanda effect to create novel unmanned aerial vehicles. International Conference on Manufacturing and Engineering Systems. Proceedings.
Reconfigurable unmanned aerial vehicles.
Erbil, M., Prior, S., Karamanoglu, M., Odedra, S., Barlow, C. and Lewis, D. 2009. Reconfigurable unmanned aerial vehicles. International Conference on Manufacturing and Engineering Systems. Proceedings.
Investigating the mobility of unmanned ground vehicles.
Odedra, S., Prior, S. and Karamanoglu, M. 2009. Investigating the mobility of unmanned ground vehicles. International Conference on Manufacturing and Engineering Systems. Proceedings.
The future of battlefield micro air vehicle systems.
Prior, S., Shen, S., Karamanoglu, M., Odedra, S., Erbil, M., Barlow, C. and Lewis, D. 2009. The future of battlefield micro air vehicle systems. International Conference on Manufacturing and Engineering Systems. Proceedings.
Autonomous systems laboratory
Prior, S., Odedra, S. and Erbil, M. 2010. Autonomous systems laboratory. Middlesex University.
Development of a climbing robot platform to provide temporary surveillance in urban environments
Erbil, M., Prior, S., Odedra, S., Karamanoglu, M. and Shen, S. 2009. Development of a climbing robot platform to provide temporary surveillance in urban environments. 13th HCI International Conference - Posters.. Town and Country Resort & Convention Center, San Diego, CA, USA 19 - 24 Jul 2009 pp. 840-844
Development of a co-axial tri-rotor UAV.
Prior, S., Karamanoglu, M., Odedra, S., Foran, T. and Erbil, M. 2009. Development of a co-axial tri-rotor UAV. Bristol University of Bristol Department of Aerospace Engineering..
Development of mobile platforms using PDA bluetooth control.
Rodrigues, H., Gaspar, T., Odedra, S., Costa, M., Metrolho, J., Prior, S., Bardill, A., Silva, C., Tavares, A. and Couto, C. 2005. Development of mobile platforms using PDA bluetooth control. in: Peric, N., Petrovic, I. and Butkovic, Z. (ed.) ISIE 2005 : Proceedings of the IEEE international symposium on industrial electronics 2005. Institute of Electrical and Electronics Engineers (IEEE).
Unmanned aerial vehicle comprising a triangular array of rotors.
Prior, S., Odedra, S., Karamanoglu, M., Erbil, M. and Foran, T. 2009. Unmanned aerial vehicle comprising a triangular array of rotors.
Poster on domotic applications using PDA technologies as actors
Prior, S., Bardill, A., Odedra, S., Gaspar, T., Rodrigues, H., Costa, M. and Metrolho, J. 2004. Poster on domotic applications using PDA technologies as actors. Technical Workshop of the Forum CYTED-IBEROEKA: Inovação na Região Ibero-Americana. FIL Reunions Centre, Parque das Nações, Lisbon 17 - 19 Oct 2004
Handheld devices as actors in domotic monitoring system.
Gaspar, T., Rodrigues, H., Odedra, S., Costa, M., Metrolho, J., Bardill, A. and Prior, S. 2004. Handheld devices as actors in domotic monitoring system. in: Schoop, R. (ed.) 2004 2nd IEEE International conference on industrial informatics: collaborative automation: one key for intelligent industrial environments. Institute of Electrical and Electronics Engineers. pp. 547-551
Increasing the trafficability of unmanned ground vehicles through intelligent morphing
Odedra, S., Prior, S., Karamanoglu, M. and Shen, S. 2009. Increasing the trafficability of unmanned ground vehicles through intelligent morphing. Dai, J., Zoppi, M. and Kong, X. (ed.) International Conference on Reconfigurable Mechanisms and Robots, ReMAR 2009. London, UK 22 - 24 Jun 2009 IEEE. pp. 665-672
Using acoustic sensor technologies to create a more terrain capable unmanned ground vehicle
Odedra, S., Prior, S., Karamanoglu, M., Erbil, M. and Shen, S. 2009. Using acoustic sensor technologies to create a more terrain capable unmanned ground vehicle. Harris, D. (ed.) 8th International Conference on Engineering Psychology and Cognitive Ergonomics (EPCE). San Diego, CA, USA 19 - 24 Jul 2009 Berlin, Heidelberg Springer. https://doi.org/10.1007/978-3-642-02728-4_61
Development of a novel platform for greater situational awareness in the urban military terrain
Prior, S., Shen, S-T., White, A.S., Odedra, S., Karamanoglu, M., Erbil, M. and Foran, T. 2009. Development of a novel platform for greater situational awareness in the urban military terrain. Harris, D. (ed.) 8th International Conference on Engineering Psychology and Cognitive Ergonomics (EPCE). San Diego, CA, USA 19 - 24 Jul 2009 Berlin Springer. pp. 120-125 https://doi.org/10.1007/978-3-642-02728-4_13
Improving the mobility performance of autonomous unmanned ground vehicles by adding the ability to 'Sense/Feel' their local environment.
Karamanoglu, M., Odedra, S. and Prior, S. 2007. Improving the mobility performance of autonomous unmanned ground vehicles by adding the ability to 'Sense/Feel' their local environment. in: Shumaker, R. (ed.) Virtual Reality - Second International Conference, ICVR 2007, Held as Part of HCI International 2007, Beijing, China, July 22-27, 2007 Springer.
Towards solving the mobility issues of unmanned ground vehicles.
Karamanoglu, M., Odedra, S. and Prior, S. 2007. Towards solving the mobility issues of unmanned ground vehicles. Gerhart, G., Gage, D. and Shoemaker, C. (ed.) Defence and Security Symposium. Orlando, Florida, United States 09 - 13 Apr 2007 Society of Photo-optical Instrumentation Engineers (SPIE). https://doi.org/10.1117/12.721495