scholarly journals Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm

Sensors ◽  
2011 ◽  
Vol 11 (6) ◽  
pp. 6056-6065 ◽  
Author(s):  
Celal Ozturk ◽  
Dervis Karaboga ◽  
Beyza Gorkemli
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Artificial Bee Colony Algorithm ◽  
Artificial Bee Colony ◽  
Wireless Sensor ◽  
Bee Colony ◽  
Dynamic Deployment

Dynamic Deployment of Wireless Sensor Networks by an Improved Artificial Bee Colony Algorithm

2014 ◽  
Vol 511-512 ◽  
pp. 862-866
Author(s):  
Pei Yu He ◽  
Ming Yan Jiang
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Artificial Bee Colony Algorithm ◽  
Artificial Bee Colony ◽  
Coverage Rate ◽  
Sensor Nodes ◽  
Wireless Sensor ◽  
Selection Probability ◽  
Bee Colony ◽  
Dynamic Deployment

The main objective of dynamic deployment in Wireless Sensor Networks is to use the mobility of sensor nodes, trying to increase the coverage area of the networks through dynamically adjusting the node positions. In this paper, with the characteristics of the optimal sensor deployment in theory, we improve the standard artificial bee colony algorithm by introducing the distance factor to improve the onlooker bees selection probability formula, changing the working mode of the scout bee to avoid worse coverage rate and changing the limit l for scout bee to increase the chance to get better solution. Results show that the improved artificial bee colony algorithm has faster convergent speed and higher coverage rate compared with the standard artificial bee colony algorithm.

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