Classification of the cattle's behaviors by using accelerometer data with simple behavioral technique

Kuankid, Sanya; Rattanawong, Tanadon; Aurasopon, Apinan

doi:10.1109/apsipa.2014.7041789

Cited by 8 publications

(2 citation statements)

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“…[ [51][52][53][54] can be categorized as animal activity and inactivity monitoring systems which incorporate the accelerometer and magnetometer to predict the head posture and angle of cows. A different work has been identified in Ref.…”

Section: Farm-based Animalsmentioning

confidence: 99%

Internet of Things in Animal Healthcare (IoTAH): Review of Recent Advancements in Architecture, Sensing Technologies and Real-Time Monitoring

2020

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In recent days, the Internet of Things (IoT) used to connect many devices and communicate with each other, which created a greater impact on animal healthcare systems. IoT devices are in the form of wearable's that have been used to track the activities of humans. Now, the wearable devices are used in monitoring the activities of the animals. Internet of Things in Animal Healthcare (IoTAH) uses the biosensors and software for monitoring and maintaining the animal health records. These kinds of technologies make a precise health status and sickness projection which are most effective in humans but it can be applied to animals with few changes. Some of those recent technologies acquired the importance of their use in animal healthcare and development. The integration of available medical sensors creates a connected digital platform that empowers the connectivity with pets and livestock with improved efficiency. This article describes the scope of biosensors, computing, communicating, and wearable technologies available for animals. The main intention of this article is to review the recent advancements in the field of animal healthcare which includes domestic, farm, and wild animals. This article reviews the smart technologies available for various categories of animals. The outcomes of this survey are expected to improve the future research and development of animal welfare systems.

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Section: Farm-based Animalsmentioning

confidence: 99%

Internet of Things in Animal Healthcare (IoTAH): Review of Recent Advancements in Architecture, Sensing Technologies and Real-Time Monitoring

2020

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“…Measures the acceleration as a function of time, i.e. the movement Examples: feed intake, renuminaration, by attaching it in the collar [72], [70], [65], [66], [67], [57] Pedometer sensor Low cost device, usually attached to legs for activity monitoring, such as counting number of steps [72], [70], [65], [67] ECG, Pulsoxymetry Heart/respiratory rate monitoring [40], [41] Body temperature sensors Also surgically implantable (in pigs) used to detect fever and body temperatureduring oestrus period (cows) [40], [43], [52] Temperature and humidity sensors Ambient sensing of the farm houses (indoor), maintained to comfort the animals and also for better yield (milk, meat) [45], [55], [56], [47], [48], [49], [50], [58], [52] Camera health/behavior monitoring using image processing [48], [54], [44] ZigBee A wireless application and network layer protocol Low cost, low power and mesh networking [49], [53], [42] WSN and MANET Wireless Sensor Network (WSN) and Mobile Adhoc network (MANET) motes (including sensors) communicate wirelessly, data is usually processed at the server, and also partially at motes [72], [70], [63], [65], [67], [57], [69], [45], [56], [49], ...…”

Section: Gps Sensorsmentioning

confidence: 99%

Smart Computing and Sensing Technologies for Animal Welfare

2017

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Animals play a profoundly important and intricate role in our lives today. Dogs have been human companions for thousands of years, but they now work closely with us to assist the disabled, and in combat and search and rescue situations. Farm animals are a critical part of the global food supply chain, and there is increasing consumer interest in organically fed and humanely raised livestock, and how it impacts our health and environmental footprint. Wild animals are threatened with extinction by human induced factors, and shrinking and compromised habitat. This review sets the goal to systematically survey the existing literature in smart computing and sensing technologies for domestic, farm and wild animal welfare. We use the notion of animal welfare in broad terms, to review the technologies for assessing whether animals are healthy, free of pain and suffering, and also positively stimulated in their environment. Also the notion of smart computing and sensing is used in broad terms, to refer to computing and sensing systems that are not isolated but interconnected with communication networks, and capable of remote data collection, processing, exchange and analysis. We review smart technologies for domestic animals, indoor and outdoor animal farming, as well as animals in the wild and zoos. The findings of this review are expected to motivate future research and contribute to data, information and communication management as well as policy for animal welfare.

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Automated Classification of a Calf’s Feeding State Based on Data Collected by Active Sensors with 3D-Accelerometer

Sturm

Efrosinin

Efrosinina

et al. 2017

Communications in Computer and Information Science

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Classification of the cattle's behaviors by using accelerometer data with simple behavioral technique

Cited by 8 publications

References 8 publications

Internet of Things in Animal Healthcare (IoTAH): Review of Recent Advancements in Architecture, Sensing Technologies and Real-Time Monitoring

Internet of Things in Animal Healthcare (IoTAH): Review of Recent Advancements in Architecture, Sensing Technologies and Real-Time Monitoring

Smart Computing and Sensing Technologies for Animal Welfare

Automated Classification of a Calf’s Feeding State Based on Data Collected by Active Sensors with 3D-Accelerometer

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