Mendeley
TY  _  JOUR
ID  -  13990908250977
TI  -  Optimal Clustering-based Routing Protocol Using Self-Adaptive Multi-Objective TLBO For Wireless Sensor Network
JO  -  Journal of Information Systems and Telecommunication (JIST) 
JA  -  ES
LA  -  en
SN  -  2322-1437
AU  -  Sedighimanesh Ali
AU  -  Zandhessami Hessam 
AU  -  Alborzi Mahmood 
AU  -  Khayyatian Mohammadsadegh 
AD  -  Science and Research branch, Islamic Azad University
AD  -  Science and Research branch, Islamic Azad University
AD  -  Science and Research branch, Islamic Azad University
AD  -  shahid Beheshti university
Y1  -  2021
PY  -  2021
VL  -  34
IS  -  
SP  -  113
EP  -  122
KW  -  Clustering-based routing
KW  -   Hybrid algorithms
KW  -   Energy efficiency
KW  -   Gateway zone.
DO  -  
N2  -  Wireless sensor networks consist of many fixed or mobile, non-rechargeable, low-cost, and low-consumption nodes. Energy consumption is one of the most important challenges due to the non-rechargeability or high cost of sensor nodes. Hence, it is of great importance to apply some methods to reduce the energy consumption of sensors. The use of clustering-based routing is a method that reduces the energy consumption of sensors. In the present article, the Self-Adaptive Multi-objective TLBO (SAMTLBO) algorithm is applied to select the optimal cluster headers. After this process, the sensors become the closest components to cluster headers and send the data to their cluster headers. Cluster headers receive, aggregate, and send data to the sink in multiple steps using the TLBO-TS hybrid algorithm that reduces the energy consumption of the cluster heads when sending data to the sink and, ultimately, an increase in the wireless sensor network’s lifetime. The simulation results indicate that our proposed protocol (OCRP) show better performance by 35%, 17%, and 12% compared to ALSPR, CRPD, and COARP algorithms, respectively. Conclusion: Due to the limited energy of sensors, the use of meta-heuristic methods in clustering and routing improves network performance and increases the wireless sensor network's lifetime. 
UR  - rimag.ir/en/Article/15640
L1  - rimag.ir/en/Article/Download/15640
ER  -  
