Title :
Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks
Author :
Chughtai, Omer ; Badruddin, Nasreen ; Awang, Azlan ; Rehan, Muhammad
Author_Institution :
Centre for Intell. Signal & Imaging Res, Univ. Teknol. PETRONAS, Tronoh, Malaysia
Abstract :
In recent years, a notable progress has been observed in the field of Wireless Sensor Networks (WSNs) due to their enormous number of applications. In this paper, a routing problem has been considered in a static WSN. Traditionally, routing mechanisms are based on a single objective optimisation function, e.g., the cost in terms of distance to find the shortest End-to-End (ETE) path from a source (S) to a destination (D). This behaviour may not be appropriate for long term reliable communication. We have considered a reliability-constrained multi-objective optimisation problem that implicitly captures the traffic load based on the Packet Delivery Ratio (PDR) along with the hop-count. The proposed technique selects an optimum ETE reliable path. The reliability is achieved by selecting the nodes with least congestion along the path from S to D that eventually balance the traffic load in the network. The result shows that the PDR and the hop count have a significant impact to select the best reliable ETE path.
Keywords :
optimisation; packet radio networks; telecommunication congestion control; telecommunication network reliability; telecommunication network routing; telecommunication traffic; wireless sensor networks; PDR; end-to-end path; hop count; long term reliable communication congestion; multiobjective optimisation; optimum ETE reliable path; packet delivery ratio; single objective optimisation function; static WSN node selection; traffic load balancing; wireless sensor network routing; Indexes; Load management; Optimization; Receivers; Reliability; Routing; Wireless sensor networks; Reliability-constrained routing; congestion aware; traffic load;
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2014 5th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-4654-9
DOI :
10.1109/ICIAS.2014.6869503