دانشگاه تربیت دبیر شهید رجائی
انتشارات دانشگاه تربیت دبیر شهید رجائی

  اخبار و اعلانات

 آمار

تعداد نشریات11
تعداد شماره‌ها207
تعداد مقالات2,075
تعداد مشاهده مقاله2,812,354
تعداد دریافت فایل اصل مقاله2,030,290
Tabatabaei, S., Nosrati Nahook, H.. (1399). A New Routing Protocol in MANET using Cuckoo Optimization Algorithm. فناوری آموزش, 9(1), 75-82. doi: 10.22061/jecei.2020.7511.397
S. Tabatabaei; H. Nosrati Nahook. "A New Routing Protocol in MANET using Cuckoo Optimization Algorithm". فناوری آموزش, 9, 1, 1399, 75-82. doi: 10.22061/jecei.2020.7511.397
Tabatabaei, S., Nosrati Nahook, H.. (1399). 'A New Routing Protocol in MANET using Cuckoo Optimization Algorithm', فناوری آموزش, 9(1), pp. 75-82. doi: 10.22061/jecei.2020.7511.397
Tabatabaei, S., Nosrati Nahook, H.. A New Routing Protocol in MANET using Cuckoo Optimization Algorithm. فناوری آموزش, 1399; 9(1): 75-82. doi: 10.22061/jecei.2020.7511.397

A New Routing Protocol in MANET using Cuckoo Optimization Algorithm

Journal of Electrical and Computer Engineering Innovations (JECEI)
دوره 9، شماره 1، فروردین 2021، صفحه 75-82    اصل مقاله (768.35 K)
نوع مقاله: Original Research Paper
شناسه دیجیتال (DOI): 10.22061/jecei.2020.7511.397
نویسندگان
S. Tabatabaei* ؛ H. Nosrati Nahook
Department of Computer Engineering, Faculty of Engineering, Higher Educational Complex of Saravan, Saravan, Iran.
تاریخ دریافت: 26 فروردین 1399،  تاریخ بازنگری: 24 شهریور 1399،  تاریخ پذیرش: 25 آبان 1399 
چکیده
Background and Objectives: With the recent progressions in wireless communication technology, powerful and costless wireless receivers are used in a variety of mobile applications. Mobile networks are a self-arranged network, which is including of mobile nodes that communicate with each other without a central control Mobile networks gained considerable attention due to the adaptability, scalability, and costs reduction. Routing and power consumption is a major problem in mobile networks because the network topology changes frequently.  Mobile wireless networks suffer from high error rates, power constraints, and limited bandwidth. Due to the high importance of routing protocols in dynamic multi-hop networks, many researchers have paid attention to the routing problem in Mobile Ad hoc Networks  (MANET). This paper proposes a new routing algorithm in MANETs which is based upon the Cuckoo optimization algorithm (COA).
Methods: COA is inspired by the lifestyle of a family of birds called cuckoo. These birds’ lifestyle, egg-laying features, and breeding are the basis of the development of this optimization algorithm. COA is started by an initial population. There are two types of population of cuckoos in different societies: mature cuckoos and eggs. This algorithm tries to find more stable links for routing.
Results:  Simulation results prove the high performance of proposed work in terms of throughput, delay, hop count, and discovery time.
Conclusion: The cuckoo search convergence is based on the establishment of the Markov chain model to prove that it satisfies the two conditions of the global convergence in a random search algorithm. Also, the cuckoo search that suitable for solving continuous problems and multi-objective problems. We have done a lot of experiments to verify the performance of the Cuckoo algorithm for routing in MANETs. The result of experiments shows the superiority of the proposed method against a well-known AODV algorithm.  
کلیدواژه‌ها
Fault tolerance؛ COA؛ AODV
مراجع

[1] S. Taneja, A. Kush, ”A survey of routing protocols in mobile ad hoc networks,” Int. J. Innovation Manage. Technol, 1(3): 279-285, 2010.‏

[2] S.K. Sarkar, T.G. Basavaraju, C. Puttamadappa, “Ad hoc mobile wireless networks: principles, protocols and applications,” CRC Press, 2007.‏

[3] T. Camp, J. Boleng, V. Davies, “A survey of mobility models for ad hoc network research,” Wireless Commun. Mobile Comput., 2(5): 483-502, 2002.‏

 [4] J. Hoebeke et al., “An overview of mobile ad hoc networks: applications and challenges,” J Comm Netw, 3(3): 60-66, 2004.‏

[5] I. Almomani et al, “FEAR: Fuzzy-based energy aware routing protocol for wireless sensor networks,” Int'l J. Commun. Netw. Sys. Sci., 4(6): 403-415, 2011.‏

[6] V.R. Budyal, S.S. Manvi, “ANFIS and agent based bandwidth and delay aware anycast routing in mobile ad hoc networks,” J. Netw. Comput. Appl., 39: 140-151, 2014.‏

[7] Y. Wang, J.J. GARCIA-LUNA-ACEVES, “A distributed cross-layer routing protocol with channel assignment in multi-channel MANET,” in Proc. 2015 International Conference on Computing, Networking and Communications (ICNC): 1050-1054, 2015.‏

[8] Y. Yuan, H. Chen, M. Jia, “An optimized ad-hoc on-demand multipath distance vector (AOMDV) routing protocol,” in Proc.  2005 Asia-Pacific Conference on Communications: 569-573, 2005.‏

[9] H. Lee, D. Jeon, “A mobile ad-hoc network multi-path routing protocol based on biological attractor selection for disaster recovery communication,” ICT Express, 1(2): 86-89, 2015.‏

[10] T. Carvalho, J.J. Júnior, R. Frances, “A new cross-layer routing with energy awareness in hybrid mobile ad hoc networks: A fuzzy-based mechanism,” Simul. Modell. Pract. Theory, 63: 1-22, 2016.‏

[11] S.K. Das, S. Tripathi, “Energy efficient routing formation algorithm for hybrid ad-hoc network: A geometric programming approach,’’ Peer-to-Peer Netw. Appl., 12: 102-128, 2019.‏

[12] W.E. Castellanos, J.C. Guerri, P. Arce, “A QoS-aware routing protocol with adaptive feedback scheme for video streaming for mobile networks,” Comput. Commun., 77: 10-25, 2016.‏

[13] S. Sarkar, R. Datta, “A secure and energy-efficient stochastic multipath routing for self-organized mobile ad hoc networks,” Ad Hoc Networks, 37: 209-227, 2016.‏

[14] S. Tabatabaei, F. Hosseini, “A fuzzy logic-based fault tolerance new routing protocol in mobile ad hoc networks,” Int. J. Fuzzy Syst., 18(5): 883-893,2016.‏

[15] V.V. Mandhare, V.R. Thool, R.R. Manthalkar, “QoS Routing enhancement using metaheuristic approach in mobile ad-hoc network,” Comput. Networks, 110: 180-191, 2016.‏

[16] R.  Sahu, S. Sharma, M.A. Rizvi, "ZBLE: Zone based efficient energy multipath protocol for routing in mobile ad hoc networks,” Wireless Pers. Comm., 113: 2641-2659, 2020.

[17] R. Jain, I. Kashyap, “An QoS aware link defined OLSR (LD-OLSR) routing protocol for MANETs,” Wireless Pers. Comm., 108(3): 1745-1758, 2019.‏

[18] R. Rajabioun, “Cuckoo optimization algorithm,” Appl. Soft Comput., 11(8): 5508-5518, 2011.‏

[19]  https://www.opnet.com

[20] C. Perkins et al.“Ad hoc ondemand distance vector (AODV) routing,” RFC, 3561, 2003.‏

[21] S. Ghasemnezhad, A. Ghaffari, “Fuzzy logic based reliable and real-time routing protocol for mobile ad hoc networks,” Wireless Pers. Comm., 98(1): 593-611, 2018.‏

[22] G. Wang, “A comparative study of cuckoo algorithm and ant colony algorithm in optimal path problems,” in proc. MATEC Web of Conferences: 03003, 2018.‏

آمار
تعداد مشاهده مقاله: 497
تعداد دریافت فایل اصل مقاله: 496


سامانه مدیریت نشریات علمی. قدرت گرفته از سیناوب