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In this paper, we develop an algorithm to deploy an energy efficient sensor network such that it provides surveillance and target-positioning services.The experimental results show that the proposed algorithm indicates a significant improvement in the sensor lifetime compared to the intuitive approach.We formulate such sensor deployment problem as a 0/1 integer programming problem.A Simulated Annealing based heuristic then is proposed for solving the optimization problem.
In this paper, we develop an algorithm to deploy an
energy efficient sensor network such that it provides
surveillance and target-positioning services. We consider to place K independent sets of sensors on a sensor field. These sets monitor the field in turn and
work together when intrusion events occur. The lifetime of the sensor network is therefore prolonged up to
K times. The problem is therefore a variant of the set
K-cover problem, which is NP-complete. We formulate such sensor deployment problem as a 0/1 integer
programming problem. A Simulated Annealing based
heuristic then is proposed for solving the optimization
problem. The experimental results show that the proposed algorithm indicates a significant improvement in
the sensor lifetime compared to the intuitive approach.
Furthermore, the proposed algorithm is highly effective
and efficient in terms of the overall deployment cost.
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