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Blind people need some aid to interact with their environment with more security, especially, to avoid collision and falling. The process of staircase negotiation is complex for visually impaired people. Therefore, an intelligent system is worth helping them. In this paper, we investigate incorporating only one ultrasonic sensor within an electronic white cane to recognize floor state and classify the environment in three classes, even surface, ascending stair case and descending stair case. In our knowledge, no previous work was concerned with such context. The performance of floor state recognition system depends, firstly, on signal processing strategy, then, on objects representation and, finally, on classification approach, making the decision appropriate. In this paper, the proposed strategy consists in merging more than one transformation of ultrasonic signals, mostly Fourier transform and wavelet transform, used as features in a hybrid decision tree.
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L'autore
Dr. Ing. IMENE KHANFIR KALLEL was born in Tunisia in 1979. Phd Degree in Electrical Engineering. Associate professor in Biotechnology Higher Institute of Sfax. Dr. SONDA AMMAR BOUHAMED is an assistant professor in management Higher Institute of Gabes, a member of Control & Energy Management Laboratory in Sfax University.
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A new approach of hybrid decision tree
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Éditions universitaires européennes, 2018
ISBN 10: 3841679242
ISBN 13: 9783841679246
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Da: moluna, Greven, Germania
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A new approach of hybrid decision tree
Editore:
Éditions Universitaires Européennes Jan 2018, 2018
ISBN 10: 3841679242
ISBN 13: 9783841679246
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Blind people need some aid to interact with their environment with more security, especially, to avoid collision and falling. The process of staircase negotiation is complex for visually impaired people. Therefore, an intelligent system is worth helping them. In this paper, we investigate incorporating only one ultrasonic sensor within an electronic white cane to recognize floor state and classify the environment in three classes, even surface, ascending stair case and descending stair case. In our knowledge, no previous work was concerned with such context. The performance of floor state recognition system depends, firstly, on signal processing strategy, then, on objects representation and, finally, on classification approach, making the decision appropriate. In this paper, the proposed strategy consists in merging more than one transformation of ultrasonic signals, mostly Fourier transform and wavelet transform, used as features in a hybrid decision tree. 52 pp. Englisch. Codice articolo 9783841679246
Quantità: 2 disponibili
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A new approach of hybrid decision tree : based floor state recognition
Editore:
Éditions Universitaires Européennes, 2018
ISBN 10: 3841679242
ISBN 13: 9783841679246
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Taschenbuch
Da: AHA-BUCH GmbH, Einbeck, Germania
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Blind people need some aid to interact with their environment with more security, especially, to avoid collision and falling. The process of staircase negotiation is complex for visually impaired people. Therefore, an intelligent system is worth helping them. In this paper, we investigate incorporating only one ultrasonic sensor within an electronic white cane to recognize floor state and classify the environment in three classes, even surface, ascending stair case and descending stair case. In our knowledge, no previous work was concerned with such context. The performance of floor state recognition system depends, firstly, on signal processing strategy, then, on objects representation and, finally, on classification approach, making the decision appropriate. In this paper, the proposed strategy consists in merging more than one transformation of ultrasonic signals, mostly Fourier transform and wavelet transform, used as features in a hybrid decision tree. Codice articolo 9783841679246
Quantità: 1 disponibili
Immagini fornite dal venditore
A new approach of hybrid decision tree
Editore:
Éditions Universitaires Européennes Jan 2018, 2018
ISBN 10: 3841679242
ISBN 13: 9783841679246
Nuovo
Taschenbuch
Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
Valutazione del venditore 5 su 5 stelle
Taschenbuch. Condizione: Neu. Neuware -Blind people need some aid to interact with their environment with more security, especially, to avoid collision and falling. The process of staircase negotiation is complex for visually impaired people. Therefore, an intelligent system is worth helping them. In this paper, we investigate incorporating only one ultrasonic sensor within an electronic white cane to recognize floor state and classify the environment in three classes, even surface, ascending stair case and descending stair case. In our knowledge, no previous work was concerned with such context. The performance of floor state recognition system depends, firstly, on signal processing strategy, then, on objects representation and, finally, on classification approach, making the decision appropriate. In this paper, the proposed strategy consists in merging more than one transformation of ultrasonic signals, mostly Fourier transform and wavelet transform, used as features in a hybrid decision tree.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 52 pp. Englisch. Codice articolo 9783841679246
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A new approach of hybrid decision tree
Editore:
Éditions universitaires européennes, 2018
ISBN 10: 3841679242
ISBN 13: 9783841679246
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Da: Books Puddle, New York, NY, U.S.A.
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Condizione: New. Print on Demand pp. 52. Codice articolo 26390069432
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