Near-lifetime-optimal data collection in wireless sensor networks via spatio-temporal load balancing

2010 ◽  
Vol 6 (3) ◽  
pp. 1-32 ◽  
Author(s):  
Huang Lee ◽  
Abtin Keshavarzian ◽  
Hamid Aghajan
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Data Collection ◽  
Load Balancing ◽  
Wireless Sensor ◽  
Spatio Temporal

scholarly journals Data collection algorithm for wireless sensor networks using collaborative mobile elements

2019 ◽  
Vol 9 (3) ◽  
pp. 2131
Author(s):  
Alhasanat Abdullah ◽  
Alhasanat Khaled ◽  
Ahmed Maamoun
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Data Collection ◽  
Load Balancing ◽  
Mobile Elements ◽  
Superior Performance ◽  
Wireless Sensor ◽  
Network Partitioning ◽  
Splitting Algorithm ◽  
Network Latency

The simplest approach to reduce network latency for data gathering in wireless sensor networks (WSN) is to use multiple mobile elements rather than a single mobile sink. However, the most challneging issues faced this approach are firstly the high network cost as a result of using large number of mobile elements. Secondly, it suffers from the difficulty of network partitioning to achieve an efficient load balancing among these mobile elements. In this study, a collaborative data collection algorithm (CDCA) is developed. Simulation results presented in this paper demonstrated that with this algorithm the latency is significantly reduced at small number of mobile elements. Furthermore, the performance of CDCA algorithm is compared with the Area Splitting Algorithm (ASA). Consequently, the CDCA showed superior performance in terms of network latency, load balancing, and the required number of mobile elements.

An energy-aware spatio-temporal correlation mechanism to perform efficient data collection in wireless sensor networks

2013 ◽  
Vol 36 (9) ◽  
pp. 1054-1066 ◽  
Author(s):  
Leandro A. Villas ◽  
Azzedine Boukerche ◽  
Daniel L. Guidoni ◽  
Horacio A.B.F. de Oliveira ◽  
Regina Borges de Araujo ◽  
...  
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Data Collection ◽  
Temporal Correlation ◽  
Wireless Sensor ◽  
Energy Aware ◽  
Efficient Data ◽  
Spatio Temporal ◽  
Efficient Data Collection
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