Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system

Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system

Unmanned Aerial Vehicles (UAV) have a great potential to replace manned aircraft in many tasks or missions. However, in order to allow these UAVs to execute their mission appropriately and especially to deploy them in national or civil airspace, UAVs must have a proper and reliable collision avoidan...

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Main Authors: Legowo, Ari, Ramli, M. Faiz, Syafiq Shamsudin, Syariful
Format: Conference or Workshop Item
Language:English
English
Published: 2016
Subjects:
TL500 Aeronautics
Online Access:http://irep.iium.edu.my/52662/
http://irep.iium.edu.my/52662/1/52662_Development%20of%20Sense%20and%20Avoid%20system%20based%20on%20multi%20sensor_SCOPUS.pdf
http://irep.iium.edu.my/52662/2/52662_Development%20of%20Sense%20and%20Avoid%20system%20based%20on%20multi%20sensor.pdf
id iium-52662
recordtype eprints
spelling iium-526622017-06-13T02:09:45Z http://irep.iium.edu.my/52662/ Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system Legowo, Ari Ramli, M. Faiz Syafiq Shamsudin, Syariful TL500 Aeronautics Unmanned Aerial Vehicles (UAV) have a great potential to replace manned aircraft in many tasks or missions. However, in order to allow these UAVs to execute their mission appropriately and especially to deploy them in national or civil airspace, UAVs must have a proper and reliable collision avoidance system. This avoidance system is known as a Sense and avoidance (SAA) system. The purpose of the system is to detect any obstacles either in static or moving condition and respond with proper avoidance maneuvers in order to maintain minimum separation distances. Therefore the research project deals with the development of a unique SAA system which is based on multisensory integration. In particular, it focuses on sensors, processing logic and hardware required on the UAVs to acquire situational awareness. Dissimilar kind of sensors which is optical and laser type is proposed to be employed, so that weaknesses from each individual sensor can be tolerated. Proper logics or algorithm related to the fusion of output from each sensor will also be studied.The combination of Extended Kalman Filter (EKF) and Differential Evolution(DE) method is used for the purpose of development of detection and tracking system which considered to be the main challenges in SAA system development. Subsequently, once the algorithms are put together, including maneuvers avoidance technique algorithm, the developed SAA system will be experimentally tested in order to validate and evaluate the overall capability of the system. 2016 Conference or Workshop Item NonPeerReviewed application/pdf en http://irep.iium.edu.my/52662/1/52662_Development%20of%20Sense%20and%20Avoid%20system%20based%20on%20multi%20sensor_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/52662/2/52662_Development%20of%20Sense%20and%20Avoid%20system%20based%20on%20multi%20sensor.pdf Legowo, Ari and Ramli, M. Faiz and Syafiq Shamsudin, Syariful (2016) Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system. In: 3rd International Conference on Mechanical, Automotive and Aerospace Engineering 2016 (ICMAAE’16), 25th-27th July 2016, Kuala Lumpur, Malaysia.
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
English
topic TL500 Aeronautics
spellingShingle TL500 Aeronautics
Legowo, Ari
Ramli, M. Faiz
Syafiq Shamsudin, Syariful
Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system
description Unmanned Aerial Vehicles (UAV) have a great potential to replace manned aircraft in many tasks or missions. However, in order to allow these UAVs to execute their mission appropriately and especially to deploy them in national or civil airspace, UAVs must have a proper and reliable collision avoidance system. This avoidance system is known as a Sense and avoidance (SAA) system. The purpose of the system is to detect any obstacles either in static or moving condition and respond with proper avoidance maneuvers in order to maintain minimum separation distances. Therefore the research project deals with the development of a unique SAA system which is based on multisensory integration. In particular, it focuses on sensors, processing logic and hardware required on the UAVs to acquire situational awareness. Dissimilar kind of sensors which is optical and laser type is proposed to be employed, so that weaknesses from each individual sensor can be tolerated. Proper logics or algorithm related to the fusion of output from each sensor will also be studied.The combination of Extended Kalman Filter (EKF) and Differential Evolution(DE) method is used for the purpose of development of detection and tracking system which considered to be the main challenges in SAA system development. Subsequently, once the algorithms are put together, including maneuvers avoidance technique algorithm, the developed SAA system will be experimentally tested in order to validate and evaluate the overall capability of the system.
format Conference or Workshop Item
author Legowo, Ari
Ramli, M. Faiz
Syafiq Shamsudin, Syariful
author_facet Legowo, Ari
Ramli, M. Faiz
Syafiq Shamsudin, Syariful
author_sort Legowo, Ari
title Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system
title_short Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system
title_full Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system
title_fullStr Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system
title_full_unstemmed Development of Sense and Avoid system based on multi sensor integration for unmanned vehicle system
title_sort development of sense and avoid system based on multi sensor integration for unmanned vehicle system
publishDate 2016
url http://irep.iium.edu.my/52662/
http://irep.iium.edu.my/52662/1/52662_Development%20of%20Sense%20and%20Avoid%20system%20based%20on%20multi%20sensor_SCOPUS.pdf
http://irep.iium.edu.my/52662/2/52662_Development%20of%20Sense%20and%20Avoid%20system%20based%20on%20multi%20sensor.pdf
first_indexed 2023-09-18T21:14:35Z
last_indexed 2023-09-18T21:14:35Z
_version_ 1777411477124153344

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