چکیده مقاله
Landslides are triggered by rain duration, amount of rain and violence factors that must be known Wireless sensor networks WSN located in Remote Sensing based on landslide early warning systems which have great importance for landslide prediction WSN is used in various applications They are capable of collecting data with low energy from a specific area and low cost nodes are used in their networks Localization is one of the important issue for these networks In this study, an optimum WSN design is proposed for real time landslide monitoring systems The location of sensors used in real time landslide monitoring systems are detected with GPS Global positioning system and localization techniques For the transmission of sensed alerts, other sensors must be clustered Additionally, the network structure via routing methodsmust be determined The simulation studies are performed via MATLAB The Multi Objective NSGA II Non Dominated Sorting Genetic Algorithm II algorithm was used for efficient routing and optimal cluster head selection With this proposed method, both clustering and determination of the optimal cluster head selection was carried out This issue is a part of NP hard combinatorial problems category Simulation results show that this study provides an improvement for network life and energy efficiency
کلیدواژهها
نویسندگان
Amir NASER
Department of Electrical and Electronics Engineering Karadeniz Technical University, Trabzon, Turkey
Ýsmail Hakkı ÇAVDAR
Department of Electrical and Electronics Engineering Karadeniz Technical University, Trabzon, Turkey
شیوه ارجاع
NASER, Amir and Hakkı ÇAVDAR, Ýsmail,1395,Landslide Monitoring For Wireless Sensor Network Using NSGA-IIAlgorithm,2nd National Congress of Electrical and Computer Engineering of Iran,Ramsar
ارائهشده در
مجموعه مقالات دومین کنفرانس بین المللی یافته های نوین پژوهشی در مهندسی برق و علوم کامپیوتر24 اردیبهشت 1395 · رامسر