UAV-RFID Integration for Construction Resource Localization

Won, Dong Hwan; Chi, Seokho; Park, Man-Woo

doi:10.1007/s12205-020-2074-y

Cited by 28 publications

(11 citation statements)

References 41 publications

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“…There have been some works about RFID-integrated UAV-aided networks [11][12][13][14][15][16][17][18][19][20][21][22][23]. Currently, Buffi et al in [11] presented a drone-based UHF-RFID tag identification scheme, which can be applied in indoor scenarios and VANET environments.…”

Section: Related Work 121 Rfid-integrated Uav-aided Networkmentioning

confidence: 99%

“…In addition, Won et al in [17] and Zhang et al in [18] introduced machine learning and deep reinforcement learning to RFID-integrated UAV-aided networks and investigated the tag estimation scheme. In addition, indoor positioning [19], resource allocation [20], tag localization [21], remote sensing [22], and electromagnetic modeling [23] have also been investigated. Furthermore, we summarized the UHF frequency bands adopted by major countries as shown in Table 1.…”

Section: Related Work 121 Rfid-integrated Uav-aided Networkmentioning

confidence: 99%

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A RFID-Integrated Framework for Tag Anti-Collision in UAV-Aided VANETs

Wang

Huang

et al. 2021

Remote Sensing

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In this paper, we investigate tags in anti-collision applications of radio frequency identification (RFID) technology in unmanned aerial vehicle (UAV)-aided vehicular ad hoc networks (VANETs). The integration of RFID technology in UAV-aided VANETs can provide reliable traffic-related services for vehicles. However, multiple tags’ simultaneous responses to a reader mounted on a UAV, denoted as tag collision, gravely affect the correct tag detection on each vehicle. Therefore, in order to decrease the collision probability and improve the throughput, we propose a multi-frequency tag identification method. In the proposed scheme, we devise a tag grouping method based on adaptive power control to make the reader dynamically match the optimal frame length. Based on the above matching results, we introduce a tag estimation method using the optimal weight to improve the accuracy of tag estimation. We theoretically analyze the closed-form expression of the security outage probability expression. Finally, our simulation results demonstrate that the proposed tag anti-collision scheme achieved significant performance superiority in terms of the throughput and identification time slots.

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Section: Related Work 121 Rfid-integrated Uav-aided Networkmentioning

confidence: 99%

Section: Related Work 121 Rfid-integrated Uav-aided Networkmentioning

confidence: 99%

A RFID-Integrated Framework for Tag Anti-Collision in UAV-Aided VANETs

Wang

Huang

et al. 2021

Remote Sensing

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“…The results of some preliminary experiments in open space are presented, confirming the developed theoretical models. In [15], an integrated UAV-RFID platform based on an unmanned aerial vehicle and RFID devices is proposed. Such a platform uses deep learning algorithms to localize the position of an RFID tag within an acceptable range of accuracy.…”

Section: Review Of Publications On Rfid and Uav Joint Applicationmentioning

confidence: 99%

Using Rfid Technology at Operating a Drone Swarms in Communication System Mode

Kravchuk

2020

Information and Telecommunication Sciences

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Background. Currently, of great interest for developers of modern distributed electronic communications systems are communication architectures based on a swarm (a connected set of separate mobile devices-nodes) of drones (small unmanned aerial vehicles, UAVs). At the same time, RFID technology is increasingly being used with various security systems. The field of joint application of RFID and UAV technologies has now become very extensive, as demonstrated by many publications.Objective. The aim of the paper is to present the possibility of using radio frequency identification technology when a swarm of drones operates in the communication system mode, that is, the use of RFID to form control and traffic channels of a distributed self-organizing drone system.Methods. The structural and functional methods of constructing a wireless network based on a drone swarm are investigated.Results. An analytical review of the literature on the combined use of RFID and UAVs is presented. High interest in this topic is shown. A scenario has been developed for a swarm of drones operating in a self-organizing communication system using RFID technology.The procedure for exchange of control commands in a swarm using RFID is described. A feature of this procedure is the presence of drone authorization in it, which can be performed using inductive coupling, when all drones in the swarm have their own specific passive tags, which are triggered (emitted) only if a signal from the reader hits them.The frequency ranges and transmission powers of RFID systems are presented, which can be used for the scenario presented in the paper.Conclusions. The use of RFID, first of all, makes it possible to provide an increase in protection against external interception of control channels, a decrease in the likelihood of external interference, and a decrease in the energy consumption of the on-board battery. Further research may include numerical modeling of the operation of a swarm of drones in the mode of a self-organizing communication system using RFID technology.

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“…Localization of specific RFID tagged objects in retail stores, sorting facilities, warehouses, and resource management facilities can automate the handling process and minimize the possibility of misplaced items [ 14 , 15 , 16 ]. Due to a shorter read range of passive RFIDs, an unmanned vehicle with an RFID reader has been proposed to localize desired tagged objects at large facilities for complete automation [ 14 , 17 , 18 ]. Usually, the received signal strength indicator (RSSI) and phase of return RF signal are measured by a conventional RFID reader to estimate a tag’s location.…”

Section: Introductionmentioning

confidence: 99%

“…Another important growing application of RFID is in the localization of products. Localization of specific RFID tagged objects in retail stores, sorting facilities, warehouses, and resource management facilities can automate the handling process and minimize the possibility of misplaced items [14][15][16]. Due to a shorter read range of passive RFIDs, an unmanned vehicle with an RFID reader has been proposed to localize desired tagged objects at large facilities for complete automation [14,17,18].…”

Section: Introductionmentioning

confidence: 99%

Recent Advances and Applications of Passive Harmonic RFID Systems: A Review

2021

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Harmonic Radio Frequency Identification (RFID) systems have attracted significant interest over the last decade as it provides many benefits over the conventional RFID systems. Harmonic RFID is desired over conventional RFID systems due to reduced self-jamming, location accuracy from dual frequency, and higher phase noise immunity. In a harmonic RFID system, the tag receives instructions from the reader at an RF carrier frequency and replies back at the harmonic of the RF frequency. A nonlinear element consuming very low power at the tag is required to generate the harmonic carrier for the battery-less system. In this review article, a detailed contrast between conventional and harmonic RFID systems is presented. This is followed by different circuit design techniques to generate harmonics and integration techniques to form a fully operable passive harmonic RFID tag. Also, a wide range of applications, especially sensor integration with harmonic RFID’s, along with the future trends are presented.

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UAV-RFID Integration for Construction Resource Localization

Cited by 28 publications

References 41 publications

A RFID-Integrated Framework for Tag Anti-Collision in UAV-Aided VANETs

A RFID-Integrated Framework for Tag Anti-Collision in UAV-Aided VANETs

Using Rfid Technology at Operating a Drone Swarms in Communication System Mode

Recent Advances and Applications of Passive Harmonic RFID Systems: A Review

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