2007 · 15 citations · 6 references
ComputingComputer SystemsBiological Systems ModelingDistributed SystemsSwarm RoboticsCluster ManagementDistributed Sensor NetworksSensor NetworksSwarm CoordinationWireless Sensor NetworksBio-inspired Swarm AlgorithmsFault Tolerance MechanismsRouting Protocol DesignSelf-organizationSensor Network RoutingSwarming Behavior
Wireless sensor networks are a new emerging area where swarm intelligence can be applied with interesting implications. In fact, a strong analogy between unicellular organism colonies and wireless sensor networks can be emphasized: a sensor network can be viewed as a "colony" of simple, scarce resource nodes that, autonomously, are able only to perform simple tasks, but all together can accomplish very complex problems. In this paper we propose a routing protocol with interesting properties: self organization, fault tolerance and environmental adaptation. The proposed protocol was inspired by the well known behavior (in artificial life studies) of "Slime Mold". Such colony of unicellular organisms organizes itself in clusters by pheromone generation and evaporation mechanisms. In a similar manner our protocol manages the data traffic in clusters towards the sink nodes using the gradient concept and reaching high levels of autonomy. We analyze the proposed protocol to examine the performances and the adaptation properties using simulation techniques.
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Chalermek Intanagonwiwat, Ramesh Govindan, Deborah Estrin · 2000 · 5.4K citations
Connecting the physical world with pervasive networks
Deborah Estrin, David Culler, Kristofer S. J. Pister et al. · IEEE Pervasive Computing · 2002 · 839 citations
Engineering optimization with particle swarm
Xiaohui Hu, R.C. Eberhart, Yuhui Shi · 2004 · 350 citations
Architecture, Computational Engineering, Design Automation +14
Design space exploration for energy-efficient secure sensor network