Extremal Properties of Three-Dimensional Sensor Networks with Applications

  • Authors:
  • Vlady Ravelomanana

  • Affiliations:
  • -

  • Venue:
  • IEEE Transactions on Mobile Computing
  • Year:
  • 2004

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Abstract

In this paper, we analyze various critical transmitting/sensing ranges for connectivity and coverage in three-dimensional sensor networks. As in other large-scale complex systems, many global parameters of sensor networks undergo phase transitions: For a given property of the network, there is a critical threshold, corresponding to the minimum amount of the communication effort or power expenditure by individual nodes, above (respectively, below) which the property exists with high (respectively, a low) probability. For sensor networks, properties of interest include simple and multiple degrees of connectivity/coverage. First, we investigate the network topology according to the region of deployment, the number of deployed sensors, and their transmitting/sensing ranges. More specifically, we consider the following problems: Assume that n nodes, each capable of sensing events within a radius of r, are randomly and uniformly distributed in a 3-dimensional region {\cal{R}} of volume V, how large must the sensing range {\rm{R_{SENSE}}} be to ensure a given degree of coverage of the region to monitor? For a given transmission range {\rm{R_{TRANS}}}, what is the minimum (respectively, maximum) degree of the network? What is then the typical hop-diameter of the underlying network? Next, we show how these results affect algorithmic aspects of the network by designing specific distributed protocols for sensor networks.