A deep learning model of radio wave propagation for precision agriculture and sensor system in greenhouses
The production of crops in greenhouses will ensure the demand for food for the world's
population in the coming decades. Precision agriculture is an important tool for this purpose …
population in the coming decades. Precision agriculture is an important tool for this purpose …
Empirical model of radio wave propagation in the presence of vegetation inside greenhouses using regularized regressions
Spain is Europe's leading exporter of tomatoes harvested in greenhouses. The production of
tomatoes should be kept and increased, supported by precision agriculture to meet food and …
tomatoes should be kept and increased, supported by precision agriculture to meet food and …
Modeling radio wave propagation for wireless sensor networks in vegetated environments: A systematic literature review
The use of wireless sensor networks (WSN) for monitoring variables in agricultural
environments and natural forests has been increasing in recent years. However, the sizing …
environments and natural forests has been increasing in recent years. However, the sizing …
An Adjusted Propagation Model for Wireless Sensor Networks in Corn Fields
A Navarro, D Guevara, GA Florez - 2020 XXXIIIrd General …, 2020 - ieeexplore.ieee.org
In this paper, we propose some adjustment parameters for three popular propagation
models typically used in vegetated environments. We validate the adjustments proposed …
models typically used in vegetated environments. We validate the adjustments proposed …
Radio wave attenuation measurement system based on RSSI for precision agriculture: Application to tomato greenhouses
D Cama-Pinto, JA Holgado-Terriza… - Inventions, 2021 - mdpi.com
Precision agriculture and smart farming are concepts that are acquiring an important boom
due to their relationship with the Internet of Things (IoT), especially in the search for new …
due to their relationship with the Internet of Things (IoT), especially in the search for new …
Influence of foliage on radio path losses (PLs) for wireless sensor network (WSN) planning in orchards
Radio propagation within a plum orchard was investigated using ZigBee devices operating
within the 2.4 GHz band. Measurements were performed to estimate power attenuation due …
within the 2.4 GHz band. Measurements were performed to estimate power attenuation due …
Wireless sensor networks in agriculture through machine learning: A survey
MM Rahaman, M Azharuddin - Computers and Electronics in Agriculture, 2022 - Elsevier
This survey paper describes the concept of Wireless Sensor Networks (WSNs), Machine
Learning (ML) and their applications on various fields of smart agriculture. Here we first …
Learning (ML) and their applications on various fields of smart agriculture. Here we first …
Genetic algorithm optimized node deployment in IEEE 802.15. 4 potato and wheat crop monitoring infrastructure
This proposal investigates the effect of vegetation height and density on received signal
strength between two sensor nodes communicating under IEEE 802.15. 4 wireless standard …
strength between two sensor nodes communicating under IEEE 802.15. 4 wireless standard …
Vegetation attenuation measurements and modeling in plantations for wireless sensor network planning
DL Ndzi, LM Kamarudin, AAM Ezanuddin… - Progress In …, 2012 - jpier.org
As wireless communication moves from long to short ranges with considerably lower
antenna heights, the need to understand and be able to predict the impact of vegetation on …
antenna heights, the need to understand and be able to predict the impact of vegetation on …
WLAN IEEE 802.11 b/g/n Coverage Study for Rural Areas
With the boost of precision agriculture, Wi-Fi products have become very relevant due to
their broad range of connectivity options. Nowadays, technology can improve many facets of …
their broad range of connectivity options. Nowadays, technology can improve many facets of …