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View article: Towards Automated Chicken Monitoring: Dataset and Machine Learning Methods for Visual, Noninvasive Reidentification
Towards Automated Chicken Monitoring: Dataset and Machine Learning Methods for Visual, Noninvasive Reidentification Open
The chicken is the world’s most farmed animal. In this work, we introduce the Chicks4FreeID dataset, the first publicly available dataset focused on the reidentification of individual chickens. We begin by providing a comprehensive overvie…
View article: Estimating Microbial Protein Synthesis in the Rumen—Can ‘Omics’ Methods Provide New Insights into a Long-Standing Question?
Estimating Microbial Protein Synthesis in the Rumen—Can ‘Omics’ Methods Provide New Insights into a Long-Standing Question? Open
Rumen microbial protein synthesis (MPS) provides at least half of the amino acids for the synthesis of milk and meat protein in ruminants. As such, it is fundamental to global food protein security. Estimating microbial protein is central …
View article: LoRaWAN Based Indoor Localization Using Random Neural Networks
LoRaWAN Based Indoor Localization Using Random Neural Networks Open
Global Positioning Systems (GPS) are frequently used as a potential solution for localization applications. However, GPS does not work indoors due to a lack of direct Line-of-Sight (LOS) satellite signals received from the End Device (ED) …
View article: Outdoor Node Localization Using Random Neural Networks for Large-Scale Urban IoT LoRa Networks
Outdoor Node Localization Using Random Neural Networks for Large-Scale Urban IoT LoRa Networks Open
Accurate localization for wireless sensor end devices is critical, particularly for Internet of Things (IoT) location-based applications such as remote healthcare, where there is a need for quick response to emergency or maintenance servic…
View article: LoRa RSSI Based Outdoor Localization in an Urban Area Using Random Neural Networks
LoRa RSSI Based Outdoor Localization in an Urban Area Using Random Neural Networks Open
View article: Performance Evaluation of Propagation Models for LoRaWAN in an Urban Environment
Performance Evaluation of Propagation Models for LoRaWAN in an Urban Environment Open
Low-Power, Wide-Area Networks (LPWAN) are projected to support a significant number of devices within the Internet of Things (IoT). Long-Range Wide Area Network (LoRaWAN) is an open specification and emerging LPWAN connectivity solution fo…