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Event-Driven Sensor Deployment Using Self Organizing Maps

PublisherInderscience Enterprises
Format314.1KB PDFDate added24 Nov 2006
Topics Monitoring Systems, Mobile - Wireless Communications
Downloads117

Coverage is an important optimization objective in pre- and post-deployment stage of a wireless sensor network. This paper addresses the issue of placing a finite set of sensors to cover an area of arbitrary geometry. Unlike many existing works concerned with uniform coverage of a target area, it takes in account the realistic consideration of the probability density for events to be sensed, termed as event-driven coverage. The objective is to distribute sensors so that the distribution density of the sensors matches that of the probability density of events to be sensed. The expected event distribution is assumed to be stationary and known a priori, directly or indirectly, in the form of sample maps.

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