چکیده مقاله
Wireless Sensor Networks WSNs consist of multiple distributed nodes each withlimited resources With their strict resource constraints and application speci_ccharacteristics, WSNs contain many challenging trade o_s This thesis is concernedwith the load balancing of Wireless Sensor Networks WSNs We present an approach,inspired by bees pheromone propagation mechanism, that allows individualnodes to decide on the execution process locally to solve the trade o_ between serviceavailability and energy consumption We explore the performance consequencesof the pheromone based load balancing approach using a system level simulator The e_ectiveness of the algorithm is evaluated on case studies based on sound sensorswith di_erent scenarios of existing approaches on variety of di_erent networktopologies The performance of our approach is dependant on the values chosenfor its parameters As such, we utilise the Simulated Annealing to discover optimal parameter con_gurations for pheromone based load balancing technique forany given network schema Once the parameter values are optimised for the givennetwork topology automatically, we inspect improving the pheromone based loadbalancing approach using robotic agents As cyber physical systems bene_t fromthe heterogeneity of the hardware components, we introduce the use of pheromonesignalling based robotic guidance that integrates the robotic agents to the existingload balancing approach by guiding the robots into the uncovered area of the sensor_eld As such, we maximise the service availability using the robotic agents as wellas the sensor nodes
نویسندگان
یاسر زیدی
Young Researchers and Elite Club, Darreh Shahr Branch, Islamic Azad University, Darreh Shahr, Iran
Zainab Shamsaie
Jihad University khozestan
شیوه ارجاع
zeidi, Yaser and Shamsaie, Zainab,1395,A Bio-inspired Load Balancing Using PheromoneWireless Sensor NetworksSignalling Technique for,3rd National Congress of Electrical and Computer Engineering of Iran,Tehran
ارائهشده در
مجموعه مقالات سومین کنفرانس سراسری نوآوری های اخیر در مهندسی برق و کامپیوتر19 شهریور 1395 · تهران