Application of intelligent technique for development of Colpitts oscillator
In this paper, new method of Colpitts oscillator designing through combination of Genetic Algorithm and Artificial Neural Network (ANN) has been suggested. The Thevenin's resistors for the common base Colpitts oscillator are optimized through application of GA and ANN. The developed common base...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
IEEE
2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/32183/ http://irep.iium.edu.my/32183/1/Application_of_Intelligent_Technique_for_Development.pdf |
| _version_ | 1848780514522038272 |
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| author | Ameer Amsa, Mohamad Ghazali Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka |
| author_facet | Ameer Amsa, Mohamad Ghazali Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka |
| author_sort | Ameer Amsa, Mohamad Ghazali |
| building | IIUM Repository |
| collection | Online Access |
| description | In this paper, new method of Colpitts oscillator designing through combination of Genetic Algorithm and Artificial Neural Network (ANN) has been suggested. The Thevenin's resistors for the common base Colpitts oscillator are optimized through application of GA and ANN. The developed common base Colpitts oscillator has shortest transient time response and stable Direct Current (DC) stability in the long term operation. Involvement of GA and ANN successfully optimize between transient time response and steady state response of common base oscillator. Application of these two artificial intelligent techniques assist faster selection of optimizes components values such as resistance values during circuit development rather than conventional method which used intuition techniques to develop the circuit. |
| first_indexed | 2025-11-14T15:34:53Z |
| format | Proceeding Paper |
| id | iium-32183 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:34:53Z |
| publishDate | 2013 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-321832013-11-20T09:24:46Z http://irep.iium.edu.my/32183/ Application of intelligent technique for development of Colpitts oscillator Ameer Amsa, Mohamad Ghazali Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka TK2896 Production of electricity by direct energy conversion In this paper, new method of Colpitts oscillator designing through combination of Genetic Algorithm and Artificial Neural Network (ANN) has been suggested. The Thevenin's resistors for the common base Colpitts oscillator are optimized through application of GA and ANN. The developed common base Colpitts oscillator has shortest transient time response and stable Direct Current (DC) stability in the long term operation. Involvement of GA and ANN successfully optimize between transient time response and steady state response of common base oscillator. Application of these two artificial intelligent techniques assist faster selection of optimizes components values such as resistance values during circuit development rather than conventional method which used intuition techniques to develop the circuit. IEEE 2013 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/32183/1/Application_of_Intelligent_Technique_for_Development.pdf Ameer Amsa, Mohamad Ghazali and Aibinu, Abiodun Musa and Salami, Momoh Jimoh Emiyoka (2013) Application of intelligent technique for development of Colpitts oscillator. In: Business Engineering and Industrial Applications Colloquium (BEIAC), 2013 , 7-9 April 2013, Langkawi, Kedah. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6560204&queryText%3DApplication+of+Intelligent+Technique+for+Development++of+Colpitts+Oscillator 10.1109/BEIAC.2013.6560204 |
| spellingShingle | TK2896 Production of electricity by direct energy conversion Ameer Amsa, Mohamad Ghazali Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka Application of intelligent technique for development of Colpitts oscillator |
| title | Application of intelligent technique for development of Colpitts oscillator |
| title_full | Application of intelligent technique for development of Colpitts oscillator |
| title_fullStr | Application of intelligent technique for development of Colpitts oscillator |
| title_full_unstemmed | Application of intelligent technique for development of Colpitts oscillator |
| title_short | Application of intelligent technique for development of Colpitts oscillator |
| title_sort | application of intelligent technique for development of colpitts oscillator |
| topic | TK2896 Production of electricity by direct energy conversion |
| url | http://irep.iium.edu.my/32183/ http://irep.iium.edu.my/32183/ http://irep.iium.edu.my/32183/ http://irep.iium.edu.my/32183/1/Application_of_Intelligent_Technique_for_Development.pdf |