Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications
Depth mapping can be carried out by ultrasound measuring devices using the time of flight method. Ultrasound measurements are favorable in such environments, where the light or radio frequency measurements can not be applied due to the noise level, calculation complexity, reaction time, size and pri...
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2020-06-01
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doaj-1f69931f8d9249379c8316aa89fdc5f22020-11-25T03:33:36ZengMDPI AGSensors1424-82202020-06-01203682368210.3390/s20133682Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding ApplicationsGyörgy Kovács0Szilvia Nagy1Széchenyi István University, Department of Telecommunications, Egyetem tér 1 Hungary, H9026 Gyor, HungarySzéchenyi István University, Department of Telecommunications, Egyetem tér 1 Hungary, H9026 Gyor, HungaryDepth mapping can be carried out by ultrasound measuring devices using the time of flight method. Ultrasound measurements are favorable in such environments, where the light or radio frequency measurements can not be applied due to the noise level, calculation complexity, reaction time, size and price of the device, accuracy or electromagnetic compatibility. It is also usual to apply and fusion ultrasound sensors with other types of sensors to increase the precision and reliability. In the case of visually impaired people, an echolocation based aid for determining the distance and the direction of obstacles in the surroundings can improve the life quality by giving the possibility to move alone and individually in unlearnt or rapidly changing environments. In the following considerations, a model system is presented which can provide rather reliable position and distance to multiple objects. The mathematical model based on the time of flight method with a correction: it uses the measured analog sensor signals, which represent the probability of the presence of an obstacle. The device consists of multiple receivers, but only one source. The sensor fusion algorithm for this setup and the results of indoor experiments are presented. The mathematical model allows the usage, processing, and fusion of the signals of up to an infinite number of sensors. In addition, the positions of the sensors can be arbitrary, and the mathematical model does not restrict them to be placed in regular formations.https://www.mdpi.com/1424-8220/20/13/3682ultrasound echolocationdepth mappingsensor fusiontime of flightvisually impaired |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
György Kovács Szilvia Nagy |
spellingShingle |
György Kovács Szilvia Nagy Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications Sensors ultrasound echolocation depth mapping sensor fusion time of flight visually impaired |
author_facet |
György Kovács Szilvia Nagy |
author_sort |
György Kovács |
title |
Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications |
title_short |
Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications |
title_full |
Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications |
title_fullStr |
Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications |
title_full_unstemmed |
Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications |
title_sort |
ultrasonic sensor fusion inverse algorithm for visually impaired aiding applications |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2020-06-01 |
description |
Depth mapping can be carried out by ultrasound measuring devices using the time of flight method. Ultrasound measurements are favorable in such environments, where the light or radio frequency measurements can not be applied due to the noise level, calculation complexity, reaction time, size and price of the device, accuracy or electromagnetic compatibility. It is also usual to apply and fusion ultrasound sensors with other types of sensors to increase the precision and reliability. In the case of visually impaired people, an echolocation based aid for determining the distance and the direction of obstacles in the surroundings can improve the life quality by giving the possibility to move alone and individually in unlearnt or rapidly changing environments. In the following considerations, a model system is presented which can provide rather reliable position and distance to multiple objects. The mathematical model based on the time of flight method with a correction: it uses the measured analog sensor signals, which represent the probability of the presence of an obstacle. The device consists of multiple receivers, but only one source. The sensor fusion algorithm for this setup and the results of indoor experiments are presented. The mathematical model allows the usage, processing, and fusion of the signals of up to an infinite number of sensors. In addition, the positions of the sensors can be arbitrary, and the mathematical model does not restrict them to be placed in regular formations. |
topic |
ultrasound echolocation depth mapping sensor fusion time of flight visually impaired |
url |
https://www.mdpi.com/1424-8220/20/13/3682 |
work_keys_str_mv |
AT gyorgykovacs ultrasonicsensorfusioninversealgorithmforvisuallyimpairedaidingapplications AT szilvianagy ultrasonicsensorfusioninversealgorithmforvisuallyimpairedaidingapplications |
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