Chapter

Intelligent Systems for Knowledge Management

Volume 252 of the series Studies in Computational Intelligence pp 87-106

Intelligent-Based Mobility Models for Data Management in Wireless Sensor Networks

  • Samer HanounAffiliated withCentre for Intelligent Systems Research, Deakin University
  • , Saeid Nahavandi (SMIEEE)Affiliated withCentre for Intelligent Systems Research, Deakin University

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Abstract

Wireless sensor networks (WSNs) are proposed as powerful means for fine grained monitoring in different classes of applications at very low cost and for extended periods of time. Among various solutions, supporting WSNs with intelligent mobile platforms for handling the data management, proved its benefits towards extending the network lifetime and enhancing its performance. The mobility model applied highly affects the data latency in the network as well as the sensors’ energy consumption levels. Intelligent-based models taking into consideration the network runtime conditions are adopted to overcome such problems. In this chapter, existing proposals that use intelligent mobility for managing the data in WSNs are surveyed. Different classifications are presented through the chapter to give a complete view on the solutions lying in this domain. Furthermore, these models are compared considering various metrics and design goals.