Advanced Wireless Sensor Nodes and Networks for Agricultural Applications
| Title | Advanced Wireless Sensor Nodes and Networks for Agricultural Applications |
| Publication Type | Conference Paper |
| Year of Publication | 2016 |
| Authors | Stamenkovic, Z., S. Randjić, I. Santamaría, U. Pešović, G. Panić, and S. Tanasković |
| Conference Name | 24th Telecommunications Forum, (TELFOR 2016) |
| Month Published | November |
| Publisher | IEEE |
| Conference Location | Belgrade, Serbia |
| Abstract | A review of advanced wireless sensor nodes, networks, and applications in precision agriculture has been presented. Features of several commercial and prototype sensor node platforms designed and implemented for agricultural applications have been described. Basics of sensor network protocols and topologies have been reviewed together with numerous applications. Advanced machine learning approaches in this field (especially, Kernel Methods, Gaussian Processes, and Deep Neural Networks) have also been discussed. |
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