Efficient Sensor Placement Optimization Using Gradient Descent and Probabilistic Coverage

We are proposing an adaptation of the gradient descent method to optimize the position and orientation of sensors for the sensor placement problem. The novelty of the proposed method lies in the combination of gradient descent optimization with a realistic model, which considers both the topography...

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Bibliographic Details
Main Authors: Vahab Akbarzadeh, Julien-Charles Lévesque, Christian Gagné, Marc Parizeau
Format: Article
Language:English
Published: MDPI AG 2014-08-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/14/8/15525