A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks
Abstract & Details
Research Area
communication system engineering
Keywords
wireless communication
failure
reliability
cognitive radio
machine learning technique.
Abstract
Cognitive radio is an efficient technology to avail the benefit of next generation wireless network by utilizing the available spectrum in a dynamic manner. Cognitive radio is used to enhance spectrum utilization and efficiency. Most researches in cognitive radio is done to improve spectrum efficiency and its utilization in dynamic manner. However least is done to improve the link reliability of cognitive radio for wireless networks link reliability is one of the major factor to enhance the network robustness. The main objective of our work is to show the application of machine learning algorithm to improve the network failures and thereby improving the reliability of wireless networks which are using cognitive radio in order to achieve next generation customer expectations.
License
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Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Harshad Purani | SAL institute of technology and engineering research, Ahmedabad,Gujarat,India |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Purani, Harshad (2018). A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks. International Journal of Advance Research and Innovative Ideas In Education, 4(6), 426-433.
MLA Style
Purani, Harshad. "A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks." International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 6, 2018, pp. 426-433.
IEEE Style
Harshad Purani, "A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks," International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 6, pp. 426-433, 2018.
Vancouver Style
Purani Harshad. A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks. International Journal of Advance Research and Innovative Ideas In Education. 2018;4(6):426-433.
Harvard Style
Purani, Harshad (2018) 'A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks', International Journal of Advance Research and Innovative Ideas In Education, 4(6), pp. 426-433.
Chicago Style
Purani, Harshad. "A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks." International Journal of Advance Research and Innovative Ideas In Education 4, no. 6 (2018): 426-433.
Turabian Style
Purani, Harshad. "A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks." International Journal of Advance Research and Innovative Ideas In Education 4, no. 6 (2018): 426-433.
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