Page 11 - 2023-Vol19-Issue2
P. 11
7| Leabi
[8] K. Gupta and A. K. Brar, “Improving the stability period
using firefly algorithm,” IOSR Journal of Electronics and
Communication Engineering, vol. 11, no. 3, pp. 31–38,
2016.
[9] R. Elavarasan and K. Chitra, “Energy efficient firefly
algorithm based localization with optimal routing for
wireless sensor network,” International Journal Of Cir-
cuit Theory And Applications, vol. 10, no. 20, pp. 53–66,
2017.
[10] K. M. Mamatha and M. Kiran, “Firefly algorithm for
self-organization of mobile wireless sensor network,”
Journal of Communications, vol. 15, no. 3, pp. 270–275,
March 2020.
Fig. 7. Max number of hops [11] M. Faheem, R. A. Butt, B. Raza, H. Alquhayz, M. W.
Ashraf, S. Raza, and A. B. Ngadi, “Ffrp: Dynamic fire-
fly mating optimization inspired energy efficient routing
protocol for internet of underwater wireless sensor net-
works,” IEEE Special Section on Green Communications
on Wireless Networks, vol. 8, pp. 39587–39604, 2020.
[12] Q. Ding, R. Zhu, H. Liu, and M. Ma, “An overview of
machine learning-based energy-efficient routing algo-
rithms in wireless sensor networks,” MDPI Journal of
Electronics, vol. 10, no. 1539, pp. 1–24, 2021.
[13] S. K. Leabi and T. Y. Abdalla, “Energy efficient rout-
ing protocol for maximizing lifetime in wireless sensor
networks using fuzzy logic and immune system,” Inter-
national Journal of Advanced Computer Science and
Applications (IJACSA), vol. 7, no. 10, pp. 95–101, 2016.
Fig. 8. Rate of simulation times [14] S. K. Leabi and T. Y. Abdalla, “Energy efficient routing
protocol for maximizing the lifetime in wsns using ant
[5] C. Hua and T. P. Yum, “Optimal routing and data ag- colony algorithm and artificial immune system,” Inter-
gregation for maximizing lifetime of wireless sensor national Journal of Advanced Computer Science and
networks,” IEEE ACM Transection on Network, vol. 16, Applications (IJACSA), vol. 7, no. 3, pp. 100–108, 2016.
no. 4, pp. 892–903, 2008.
[15] X.-S. Yang and X. He, “Firefly algorithm: Recent
advances and applications,” International Journal of
Swarm Intelligence, vol. 1, no. 1, pp. 36–50, 2013.
[6] H. R. Karkvandi, E. Pecht, and O. Yadid, “Effective [16] X. S. Yang, “Nature-inspired metaheuristic algorithms,”
lifetime-aware routing in wireless sensor networks,” Luniver Press, UK, 2010.
IEEE Sensors Journal, vol. 11, no. 12, pp. 3359–3367,
2011. [17] W. R. Heinzelman, A. Chandrakasan, and H. Balakr-
ishnan, “Energy efficient communication protocol for
[7] K. R. Sharmaa, N. K. Sharma, and N. Danish, “A bio wireless microsensor networks,” Proceedings of the 33rd
inspired firefly algorithm for packet routing in wireless Annually Hawaii International Conference on Systems
sensor network,” International Journal of Communica- Sciences, pp. 1–10, 2000.
tion and Networking System, vol. 3, no. 2, pp. 80–83,
June 2014.