A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks

Harshad Purani

A machine learning based performance enhancement mechanism for reliable link in cognitive radio for wireless networks

December 2018

Vol-4, Issue-6

Paper ID: 9329

ISSN: 2395-4396

Downloads: 0

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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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.