Probabilistic Sensing Model for Sensor Placement Optimization Based on Line-of-Sight Coverage

@article{Akbarzadeh2013ProbabilisticSM,
  title={Probabilistic Sensing Model for Sensor Placement Optimization Based on Line-of-Sight Coverage},
  author={Vahab Akbarzadeh and Christian Gagn{\'e} and Marc Parizeau and Meysam Argany and Mir Abolfazl Mostafavi},
  journal={IEEE Transactions on Instrumentation and Measurement},
  year={2013},
  volume={62},
  pages={293-303}
}
This paper proposes a probabilistic sensor model for the optimization of sensor placement. Traditional schemes rely on simple sensor behaviour and environmental factors. The consequences of these oversimplifications are unrealistic simulation of sensor performance and, thus, suboptimal sensor placement. In this paper, we develop a novel probabilistic sensing model for sensors with line-of-sight-based coverage (e.g., cameras) to tackle the sensor placement problem for these sensors. The… CONTINUE READING
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