Cooperative Clustering Performance Enhancement Using Genetic Algorithm in CRNs | ||
| Menoufia Journal of Electronic Engineering Research | ||
| Article 8, Volume 29, Issue 1, January 2020, Pages 61-65 PDF (1.33 M) | ||
| Document Type: Original Article | ||
| DOI: 10.21608/mjeer.2020.69021 | ||
| Authors | ||
| Ibrahim Salah1; Waleed Saad2; Mona Shokair2 | ||
| 1CCE Department, Faculty of Eng., Nahda University, New BeniSuieif, Egypt | ||
| 2ECE Department, Faculty of Electronic and Electrical Eng., Menoufia University, Egypt. | ||
| Abstract | ||
| Cognitive radio (CR) is a substantial technology for spectrum utilization in wireless communication networks. Cooperative Spectrum Sensing (CSS) has been ensured to enhance the performance of detection for cognitive users in the existence of spectral variation, moreover, it tends to be an essential section in Cognitive Radio Network (CRN) due to being fit for decreasing the probability of bumble in blurring channels. Generally, cooperative clustering in spectrum detection is consolidated to limit Jostle of revealing channel, update execution of sensing and decrease the computational use. In this research, the proposed co-operative clustering in CRN using optimization scheme (Genetic) constrains the total power wasted by CRN and time delay. Therefore, the simulation analysis demonstrates that the proposed scheme able to accomplish preferred energy gains less over the traditional cooperative scheme, lessen delay time and upgrade the total performance of CRN. | ||
| References | ||
|
[1] Federal Communications Commission, "Spectrum Policy Task Force," Rep. ET Docket no. 02-135, Nov. 2002.
[2] H. Sakran, M. Shokair, O. Nasr, S. El-Rabaie and A.A. El-Azm, “Proposed relay selection scheme for physical layer security in cognitive radio networks,” IET Communications, Aug. 2012.
[3] D.Cabric, S. M. Mishra, and R. W. Brodersen, “Implementation issues in spectrum sensing for cognitive radios,” in Proc. of Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA, USA, Nov. 7-10,2004, pp. 772–776.
[4] R. Akhtar, A. Rashdi and A. Ghafoor,"Grouping Technique for Cooperative Spectrum Sensing in Cognitive Radios", Cognitive Radio and Advanced Spectrum Management, 2009. CogART 2009. Second International Workshop on, May 2009, pp.80-85.
[5] F. F. Digham, M.-S.Alouini, and M. K. Simon, “On the energy detection of unknown signals over fading channels,” in Proc. IEEE ICC, Anchorage, AK, USA, May 11-15, 2003, pp. 3575-3579
[6] C. Sun, W. Zhang, K. B. Letaief, "Cooperative Spectrum Sensing for Cognitive Radios under Bandwidth Constraints". IEEE WCNC,2007, pp.2511- 2515.
[7] W. Zhang, K. Letaief, "Cooperative spectrum sensing with transmit and relay diversity in cognitive radio networks", IEEE Transactions on Wireless Communications 7 (12), 2008, pp. 4761–4766.
[8] I. F. Akyildiz, B. F. Lo, R. Balakrishnan,“Cooperative spectrum sensing in cognitive radio networks: a survey,” Phys. Commun. (Elsevier) J., 2011, pp. 40–62.
[9] S. Mishra, A. Sahai, R. Brodersen, "Cooperative sensing among cognitive radios" IEEE ICC , vol. 4, 2006, pp. 1658–1663.
[10] K. Yau, N. Ramli, W. Hashim and H. Mohamad, "Clustering algorithms for Cognitive Radio networks: A survey", Journal of Network and Computer Applications, vol. 45, pp. 79-95, 2014.
[11] N. Salout, F. Alqawasmeh,“Hierarchical Cluster-Based Cooperative Spectrum Sensing in Cognitive Radio Employing Soft-Hard Combination” IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE), 2017.
[12] S. Althunibat, M. D. Renzo, F. Granelli, “Optimizing the K-out-of-N rule for cooperative sensing in cognitive radio networks”, IEEE Global Communication Conference, USA, 2013.
[13] S. Kumar, A. K. Singh, ” A localized algorithm for clustering in cognitive radio networks” Journal of King Saud University-Computer and Information Sciences, 2018 - Elsevier
[14] A. Ghasemi and E. S. Sousa, “Collaborative spectrum sensing for opportunistic access in fading environments,” in Proc. 1st IEEE Symp.New Frontiers in Dynamic Spectrum Access Networks, Baltimore, USA, Nov. 8–11, 2005, pp. 131–136.
[15] I. F. Akyildiz, R.Balakrishnan, “Cooperative spectrum sensing in cognitive radio networks: A survey”, Physical Communication 4, 2011, pp. 40–62.
[16] J. Unnikrishnan, V.Veeravalli, “Cooperative sensing for primary detection in cognitive radio”, IEEE Journal of Signal Processing vol. 2, 2008.
[17] Z. Li, F. Yu, M. Huang, “A cooperative spectrum sensing consensus scheme in cognitive radios”, in: Proc. of IEEE Infocom, pp. 2546–2550, 2009.
[18] W. Zhang, K. Letaief, "Cooperative spectrum sensing with transmit and relay diversity in cognitive radio networks" IEEE Transactions on Wireless Communications, vol.7, no.12, pp. 4761–4766, 2008.
[19] S. Mishra, A. Sahai, R. Brodersen, “Cooperative sensing among cognitive radios" IEEE ICC , vol. 4, 2006, pp. 1658–1663.
[20] I.E. Kassotakis ; M.E. Markaki and A.V. Vasilakos “A hybrid genetic approach for channel reuse in multiple access telecommunication networks”. IEEE Journal on, Selected Areas in Communications 18(2): 234–243,February 2000
[21] W. R. Heinzelman, et al., “Energy-efficient communication protocol for wireless microsensor networks," in System Sciences. Proceedings of the 33rd Annual Hawaii Inter. Con. vol.2 ,2000.
[22] N. Salout,F. Alqawasmeh , “Hierarchical Cluster-Based Cooperative Spectrum Sensing in Cognitive Radio Employing Soft-Hard Combination” IEEE 30th Canadian Conf. (CCECE), 2017. | ||
|
Statistics Article View: 234 PDF Download: 108 |
||
