Development Of Position Feedback Sensor Based On Vision Using Neural Network
Pengukuran untuk kedudukan lurus adalah asas dalam pelbagai proses industri terutamanya sebagai penderia suapbalik kedudukan. Enkoder optik adalah antara penderia kedudukan yang banyak digunakan. Bagaimanapun, beberapa kekurangan didapati dalam penggunaannya. Kerja yang dicadangkan ini mengambil...
| Main Author: | |
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| Format: | Thesis |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://eprints.usm.my/41601/1/Yushazaziah_Mohd_Yunos24.pdf |
| _version_ | 1797010662318145536 |
|---|---|
| author | Yunos, Yushazaziah Mohd |
| author_facet | Yunos, Yushazaziah Mohd |
| author_sort | Yunos, Yushazaziah Mohd |
| collection | USM |
| description | Pengukuran untuk kedudukan lurus adalah asas dalam pelbagai proses industri
terutamanya sebagai penderia suapbalik kedudukan. Enkoder optik adalah antara
penderia kedudukan yang banyak digunakan. Bagaimanapun, beberapa kekurangan
didapati dalam penggunaannya. Kerja yang dicadangkan ini mengambil pendekatan
dengan membina penderia kedudukan menggunakan pengelasan imej. Imej telah
dikelaskan menggunakan rangkaian neural.
Measurement of linear position is fundamental in many industrial processes
especially as positioning feedback. Optical encoder is one of the frequently used
position sensor. Unfortunately, there are some disadvantages in the usage of this type
of encoder. This proposed work presents an approach to build a position sensor using
image classification. The image was classified by using supervised backpropagation
neural network. Input image that was fed to the classifier is a grayscale image of the
surrounding environment (up view) which was captured to represent the position
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| first_indexed | 2024-03-06T15:23:03Z |
| format | Thesis |
| id | usm.eprints-41601 |
| institution | Universiti Sains Malaysia |
| language | English |
| last_indexed | 2024-03-06T15:23:03Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | usm.eprints-416012019-04-12T05:26:59Z http://eprints.usm.my/41601/ Development Of Position Feedback Sensor Based On Vision Using Neural Network Yunos, Yushazaziah Mohd TJ1-1570 Mechanical engineering and machinery Pengukuran untuk kedudukan lurus adalah asas dalam pelbagai proses industri terutamanya sebagai penderia suapbalik kedudukan. Enkoder optik adalah antara penderia kedudukan yang banyak digunakan. Bagaimanapun, beberapa kekurangan didapati dalam penggunaannya. Kerja yang dicadangkan ini mengambil pendekatan dengan membina penderia kedudukan menggunakan pengelasan imej. Imej telah dikelaskan menggunakan rangkaian neural. Measurement of linear position is fundamental in many industrial processes especially as positioning feedback. Optical encoder is one of the frequently used position sensor. Unfortunately, there are some disadvantages in the usage of this type of encoder. This proposed work presents an approach to build a position sensor using image classification. The image was classified by using supervised backpropagation neural network. Input image that was fed to the classifier is a grayscale image of the surrounding environment (up view) which was captured to represent the position 2009-12 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/41601/1/Yushazaziah_Mohd_Yunos24.pdf Yunos, Yushazaziah Mohd (2009) Development Of Position Feedback Sensor Based On Vision Using Neural Network. Masters thesis, Universiti Sains Malaysia. |
| spellingShingle | TJ1-1570 Mechanical engineering and machinery Yunos, Yushazaziah Mohd Development Of Position Feedback Sensor Based On Vision Using Neural Network |
| title | Development Of Position Feedback Sensor Based On Vision
Using Neural Network
|
| title_full | Development Of Position Feedback Sensor Based On Vision
Using Neural Network
|
| title_fullStr | Development Of Position Feedback Sensor Based On Vision
Using Neural Network
|
| title_full_unstemmed | Development Of Position Feedback Sensor Based On Vision
Using Neural Network
|
| title_short | Development Of Position Feedback Sensor Based On Vision
Using Neural Network
|
| title_sort | development of position feedback sensor based on vision using neural network |
| topic | TJ1-1570 Mechanical engineering and machinery |
| url | http://eprints.usm.my/41601/1/Yushazaziah_Mohd_Yunos24.pdf |
| work_keys_str_mv | AT yunosyushazaziahmohd developmentofpositionfeedbacksensorbasedonvisionusingneuralnetwork |