Abstract
In this paper, we analyze the average drop time of packets in a distributed cognitive radio network using differential evolution (DE) algorithm. For sharing sensing information, SUs access common control channel using carrier sense multiple access with collision avoidance protocol. Packet drop time is calculated using markov model analysis of the behavior of a SU. The packet drop time is then optimized using DE algorithm and is compared with GA. Both algorithms work well. It is found that GA gives better results than DE although DE converges earlier than GA.
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Kim TO, Alfa AS, Choi BD (2010) Performance analysis of a CSMA/CA based MAC protocol for cognitive radio networks. In: Proceedings of IEEE VTC, pp 1–5
Winands EMM, Denteneer TJJ, Resing JAC, Rietman R (2004) A finite-source feedback queueing network as a model for the IEEE 802.11 distributed coordination function. In: Proceedings of 5th European wireless conference: mobile and wireless systems beyond 3G, pp 551–557
Vukovic I, Smavatkul N (2004) Delay analysis of different backoff algorithms in IEEE 802.11. In: Proceedings of IEEE vehicular technology conference (VTC), Los Angeles, CA
P. Raptis, V. Vitsas, K. Paparrizos, P. Chatzimisios A. C. Boucouvalas and P. Adamidis (2005) Packet Delay Modeling of IEEE 802.11 Wireless LANs. In: Proceedings of the 2nd International Conference on Cybernetics and Information Technologies, Systems and Applications (CITSA), vol I. IEEE, Orlando, pp 71–76
Bhattacharjee S, Mandal S, Sardar B (2014) Performance analysis of CSMA/CA protocol during white space identification in cognitive radio networks. Appl Innov Mob Comput (AIMoC) 2014:91–96
Chatzimisios P, Boucouvalas AC, Vitsas V (2003) IEEE 802.11 packet delay-a finite retry limit analysis. Global Telecommunications Conference, 2003. GLOBECOM'03. IEEE, vol 2. IEEE, pp 950–954
Chatzimisios P (2004) Performance modelling and enhancement of wireless communication protocols. PhD diss., Bournemouth University
Raptis P, Vitsas V, Paparrizos K (2009) Packet delay metrics for IEEE 802.11 distributed coordination function. MONET 14(6):772–781
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Bhattacharjee, S., Ghosh, G., Sharma, A.K. et al. Optimization of average packet drop time in CRN using DE algorithm. CSIT 5, 67–70 (2017). https://doi.org/10.1007/s40012-016-0135-7
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DOI: https://doi.org/10.1007/s40012-016-0135-7