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CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement

https://doi.org/10.1109/SENSORS47087.2021.9639707

Gungor, Onat; Rosing, Tajana; Aksanli, Baris (October 2021, 2021 IEEE Sensors)

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RESPIRE++: Robust Indoor Sensor Placement Optimization under Distance Uncertainty

https://doi.org/10.1109/JSEN.2021.3075930

Gungor, Onat; Rosing, Tajana S.; Aksanli, Baris (April 2021, IEEE Sensors Journal)
null (Ed.)
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RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments

https://doi.org/10.1109/SENSORS47125.2020.9278821

Gungor, Onat; Rosing, Tajana S.; Aksanli, Baris (December 2020, 2020 IEEE SENSORS)
null (Ed.)
Optimal sensor coverage considers where to place sensors at minimal cost while maximizing coverage. This approach often overlooks the robustness of the entire system. If sensors break down, the application performance might severely be affected. This paper constructs a multi-objective optimization model that considers not only optimal coverage, but also robustness. Our method increases the system robustness by up to 50% compared to a coverage-only approach with 201% higher probability of monitoring the entire environment.
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