Closing Digital Gap on RFID Usage for Better Farm Management

Ketprom, U.; Mitrpant, C.; Lowjun, P.

doi:10.1109/picmet.2007.4349500

Cited by 10 publications

(6 citation statements)

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“…Radio frequency identification (RFID) technology, ear-tags, and branding have been widely used to identify individual livestock. [7][8][9][10][11] As shown in Figure 1, however, ear-tags and branding are harmful to livestock, and, given the need for agricultural automation, RFID is more popular. The hardware component in RFID can make individual identification more accurate.…”

Section: Related Workmentioning

confidence: 99%

Individual identification of cashmere goats via method of fusion of multiple optimization

Shang

Hongke

Wang

et al. 2022

Computer Animation & Virtual

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Facial recognition technology and related research have matured over time, but research in the field of individual animal recognition is still very limited. Therefore, this article focuses on the identification of cashmere goats with similar characteristics. First, the single shot multibox detector network was used to process the dataset. Next, transfer learning was applied to learn the characteristics of the goats, as well as the loss function is composed of Triplet Loss and Label Smoothing CrossEntropy Loss function. The result of Label Smoothing CrossEntropy Loss function is fused by multiple different branches, which is convenient for classification. We added a small number of images of 24 different breeds of sheep to each cashmere goat dataset with different ID to promote the distance between training individuals, and then used the trained model to find the number of goats with the lowest recognition accuracy. The Cycle-Consistent Adversarial Network (Cycle-GAN) learned the goat dataset with a high error rate in individual identification. Unlike previous studies using the Cycle-GAN, we took the novel approach of using this network to learn and combine the features seen in photos of cashmere goats. Since the learned features were all observed in the same goats, this method achieved better results in learning the features of the goats. Finally, we found that recognition can be performed on this data with an accuracy of 93.75%. These results suggest that identification based on deep learning has a high accuracy rate, as well as great value in identifying individual cashmere goats.

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Section: Related Workmentioning

confidence: 99%

Individual identification of cashmere goats via method of fusion of multiple optimization

Shang

Hongke

Wang

et al. 2022

Computer Animation & Virtual

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“…The use of RFID technologies have been demonstrated for effective flock management with considerable benefits [25]- [27]. To address consumer and health concerns some governments have instituted legislative measures for livestock tagging to be mandatory [18], [28] while others are still in the process [14].…”

Section: Related Workmentioning

confidence: 99%

“…Literature on ways in which RFID can be used for animal tagging, strengths and weaknesses of the different forms of RFID tagging and how the technology can be used to identify and/or track farm animals for protection of food against contamination, spoilage and herd management are available [5], [7], [22], [24], [27], [32]. There is however little literature in academic journals on how RFID can be used to address the challenges of cattle rustling.…”

Section: Related Workmentioning

confidence: 99%

Use of RFID Technologies to Combat Cattle Rustling in the East Africa

Siror

Wang

et al. 2009

2009 Fifth International Joint Conference on INC, IMS and IDC

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A solution that could contain cattle rustling activities among the cross border communities between Kenya and adjoining areas of Uganda, Sudan, Ethiopia and Somalia is proposed. The region is characterized by nomadic movements of people with their livestock on vast and hostile terrains with inadequate physical and communication infrastructure. The vice has caused havoc to many inhabitants of the region and has been the main source of conflict and instability. No adequate mechanism is in place to aid in identification and recovery of stolen animals which is necessary in addressing these challenges. This paper discusses how RFID technology can be designed and used to address these challenges. The design provides for tagging, identification and information management system supported by a centralized database system. The system allows for querying of livestock details remotely for one or more animals; using internet, Short Messaging (SMS) or GPRS technology. The design of an appropriate supportive animal records management framework is also provided. Upon implementation, the proposed solution will aid governments in the region to stem a vice that has consumed considerable resources and has seemingly appeared insurmountable.

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“…So, to solve this problem RFID based technology was proposed. Nowadays RFID is used in Indoor navigation, Logistics management, Library management, Form management (5), (6), (7), (8) etc. But it is having severe coverage/ read range problem (4).…”

Section: Introductionmentioning

confidence: 99%

Design and Simulation of Uhf- Rfid Wireless Repeater forTracking

Srinivasan¹,

Ranganathan²,

Mahadevan³

2012

IJCEE

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Abstract-RFID (Radio Frequency Identification) emerges as one of the converging technologies. It is a powerful medium for identification of any object and leads all methods in auto ID umbrella. Tracking an object in an Industrial domain, logistics, garments, etc is mandatory nowadays. We use GPS, GPRS, Barcodes and RFID technology. In this passive UHF RFID is most suitable one. The reading range of this passive RFID is low compare with active RFID.To improve communication range repeaters are used in any wireless system. But there is no suitable repeater system for RFID. In this paper, we propose a RFID wireless repeater which results better read range using single reader. The model is simulated using Matlab software.Index Terms-RFID, RFID repeater and matlab.

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Closing Digital Gap on RFID Usage for Better Farm Management

Cited by 10 publications

References 0 publications

Individual identification of cashmere goats via method of fusion of multiple optimization

Individual identification of cashmere goats via method of fusion of multiple optimization

Use of RFID Technologies to Combat Cattle Rustling in the East Africa

Design and Simulation of Uhf- Rfid Wireless Repeater forTracking

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