I. Introduction
Large sensor networks collecting data in dynamic environments are typically composed of a distributed collection of cheap nodes with limited energy and processing capabilities. Hence, it is imperative to efficiently manage the sensors' resources to prolong the lifetime of such networks without sacrificing performance. Our focus in this paper is on sensor resource management for tracking and surveillance applications.