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1,124 Results Found

  • Article
  • Open Access
3 Citations
3,900 Views
26 Pages

Defending IoT Devices against Bluetooth Worms with Bluetooth OBEX Proxy

  • Fu-Hau Hsu,
  • Min-Hao Wu,
  • Yan-Ling Hwang,
  • Jian-Xin Chen,
  • Jian-Hong Huang,
  • Hao-Jyun Wang and
  • Yi-Wen Lai

27 September 2023

The number of Internet of Things (IoT) devices has increased dramatically in recent years, and Bluetooth technology is critical for communication between IoT devices. It is possible to protect electronic communications, the Internet of Things (IoT),...

  • Review
  • Open Access
139 Citations
42,018 Views
26 Pages

Security Vulnerabilities in Bluetooth Technology as Used in IoT

  • Angela M. Lonzetta,
  • Peter Cope,
  • Joseph Campbell,
  • Bassam J. Mohd and
  • Thaier Hayajneh

Bluetooth technology is a key component of wireless communications. It provides a low-energy and low-cost solution for short-range radio transmissions. Bluetooth, more specifically Bluetooth Low Energy (BLE) has become the predominant technology for...

  • Article
  • Open Access
56 Citations
11,059 Views
14 Pages

Bluetooth Mesh Energy Consumption: A Model

  • Seyed Mahdi Darroudi,
  • Raül Caldera-Sànchez and
  • Carles Gomez

12 March 2019

The recent publication of the Bluetooth Mesh standard is a remarkable milestone in the evolution of Bluetooth Low Energy (BLE). As a new technology in the Internet of Things (IoT) market, it is crucial to investigate the performance of Bluetooth Mesh...

  • Feature Paper
  • Article
  • Open Access
63 Citations
20,144 Views
24 Pages

25 Years of Bluetooth Technology

  • Sherali Zeadally,
  • Farhan Siddiqui and
  • Zubair Baig

9 September 2019

Bluetooth technology started off as a wireless, short-range cable replacement technology but it has undergone significant developments over the last two decades. Bluetooth radios are currently embedded in almost all computing devices including person...

  • Article
  • Open Access
26 Citations
7,185 Views
20 Pages

A Perspective on Passive Human Sensing with Bluetooth

  • Giancarlo Iannizzotto,
  • Miryam Milici,
  • Andrea Nucita and
  • Lucia Lo Bello

5 May 2022

Passive human sensing approaches based on the analysis of the radio signals emitted by the most common wireless communication technologies have been steadily gaining momentum during the last decade. In this context, the Bluetooth technology, despite...

  • Article
  • Open Access
6 Citations
4,153 Views
23 Pages

12 April 2022

With the current popularity of mobile devices with Bluetooth technology, numerous studies have developed methods to analyze the data from such devices to estimate a variety of traffic information, such as travel time, link speed, and origin–des...

  • Article
  • Open Access
14 Citations
4,284 Views
20 Pages

29 September 2021

The purpose of the study is to investigate the comparative field performance of Wi-Fi, Bluetooth Classic (Bluetooth) and Bluetooth Low Energy (BLE) signal modes for integration in vehicle–pedestrian collision warning systems. The study compares these...

  • Data Descriptor
  • Open Access
2 Citations
4,773 Views
11 Pages

Wearable Device Bluetooth/BLE Physical Layer Dataset

  • Artis Rusins,
  • Deniss Tiscenko,
  • Eriks Dobelis,
  • Eduards Blumbergs,
  • Krisjanis Nesenbergs and
  • Peteris Paikens

3 April 2024

Wearable devices, such as headsets and activity trackers, rely heavily on the Bluetooth and/or the Bluetooth Low Energy wireless communication standard to exchange data with smartphones or other peripherals. Since these devices collect personal healt...

  • Review
  • Open Access
49 Citations
12,504 Views
25 Pages

Bluetooth Low Energy Mesh: Applications, Considerations and Current State-of-the-Art

  • Iynkaran Natgunanathan,
  • Niroshinie Fernando,
  • Seng W. Loke and
  • Charitha Weerasuriya

6 February 2023

With the proliferation of IoT applications, more and more smart, connected devices will be required to communicate with one another, operating in situations that involve diverse levels of range and cost requirements, user interactions, mobility, and...

  • Communication
  • Open Access
1 Citations
4,784 Views
11 Pages

13 January 2021

The development of the smart building concept and building automation field is based on the exponential evolution of monitoring and control technologies. Residents of the smart building must interact with the monitoring and control system. A widely u...

  • Article
  • Open Access
1 Citations
2,123 Views
15 Pages

16 June 2023

Infectious diseases, such as COVID-19, may have a significant impact on human daily life and social activities. One effective method to prevent and control the spread of such diseases is to accurately locate the sources of infection and limit the pos...

  • Article
  • Open Access
68 Citations
8,525 Views
15 Pages

21 January 2019

Indoor positioning using Bluetooth Low Energy (BLE) beacons has attracted considerable attention after the release of the BLE protocol. A number of efforts have been exerted to improve the performance of BLE-based indoor positioning. However, few stu...

  • Review
  • Open Access
117 Citations
15,430 Views
16 Pages

Bluetooth 5.1: An Analysis of Direction Finding Capability for High-Precision Location Services

  • Giovanni Pau,
  • Fabio Arena,
  • Yonas Engida Gebremariam and
  • Ilsun You

21 May 2021

This paper presents an in-depth overview of the Bluetooth 5.1 Direction Finding standard’s potentials, thanks to enhancing the Bluetooth Low Energy (BLE) firmware. This improvement allows producers to create location applications based on the Angle o...

  • Article
  • Open Access
9 Citations
4,393 Views
25 Pages

11 August 2023

With the improvement of autonomous robot navigation technologies, mobile robots can now be deployed in uncertain, real-world environments. An aspect of autonomous robot navigation in such scenarios is the capability to navigate to a real-time determi...

  • Feature Paper
  • Article
  • Open Access
22 Citations
5,940 Views
15 Pages

A Bluetooth-Based Architecture for Contact Tracing in Healthcare Facilities

  • Piergiuseppe Di Marco,
  • Pangun Park,
  • Marco Pratesi and
  • Fortunato Santucci

With the latest standard releases, Bluetooth technology is becoming more and more relevant for building and industrial automation. At the same time, Bluetooth is now becoming fundamental for contact tracing applications, to support monitoring and con...

  • Review
  • Open Access
24 Citations
15,108 Views
38 Pages

Evolution of Bluetooth Technology: BLE in the IoT Ecosystem

  • Grigorios Koulouras,
  • Stylianos Katsoulis and
  • Fotios Zantalis

7 February 2025

The Internet of Things (IoT) has witnessed significant growth in recent years, with Bluetooth Low Energy (BLE) emerging as a key enabler of low-power, low-cost wireless connectivity. This review article provides an overview of the evolution of Blueto...

  • Article
  • Open Access
4 Citations
5,886 Views
19 Pages

Address Privacy of Bluetooth Low Energy

  • Dazhi Sun and
  • Yangguang Tian

19 November 2022

Bluetooth low energy (LE) devices have been widely used in the Internet of Things (IoT) and wireless personal area networks (WPAN). However, attackers may compromise user privacy by tracking the addresses of the LE device. The resolvable private addr...

  • Review
  • Open Access
148 Citations
22,726 Views
19 Pages

Bluetooth Low Energy Mesh Networks: A Survey

  • Seyed Mahdi Darroudi and
  • Carles Gomez

22 June 2017

Bluetooth Low Energy (BLE) has gained significant momentum. However, the original design of BLE focused on star topology networking, which limits network coverage range and precludes end-to-end path diversity. In contrast, other competing technologie...

  • Article
  • Open Access
11 Citations
5,258 Views
17 Pages

Research and Implementation of Indoor Positioning Algorithm Based on Bluetooth 5.1 AOA and AOD

  • Kun Xiao,
  • Fuzhong Hao,
  • Weijian Zhang,
  • Nuannuan Li and
  • Yintao Wang

15 July 2024

With the addition of Bluetooth AOA/AOD direction-finding capabilities in the Bluetooth 5.1 protocol and the introduction of antenna array technology into the Bluetooth platform to further enhance positioning accuracy, Bluetooth has gradually become a...

  • Article
  • Open Access
19 Citations
9,588 Views
14 Pages

27 January 2022

Since its inception in 2013, Bluetooth Low Energy (BLE) has become the standard for short-distance wireless communication in many consumer devices, as well as special-purpose devices. In this study, we analyze the security features available in Bluet...

  • Article
  • Open Access
119 Citations
9,949 Views
24 Pages

25 September 2015

This paper proposes two schemes for indoor positioning by fusing Bluetooth beacons and a pedestrian dead reckoning (PDR) technique to provide meter-level positioning without additional infrastructure. As to the PDR approach, a more effective multi-th...

  • Article
  • Open Access
101 Citations
18,116 Views
20 Pages

Analysis of Latency Performance of Bluetooth Low Energy (BLE) Networks

  • Keuchul Cho,
  • Woojin Park,
  • Moonki Hong,
  • Gisu Park,
  • Wooseong Cho,
  • Jihoon Seo and
  • Kijun Han

23 December 2014

Bluetooth Low Energy (BLE) is a short-range wireless communication technology aiming at low-cost and low-power communication. The performance evaluation of classical Bluetooth device discovery have been intensively studied using analytical modeling a...

  • Article
  • Open Access
87 Citations
14,543 Views
24 Pages

The Bluetooth Mesh Standard: An Overview and Experimental Evaluation

  • Mathias Baert,
  • Jen Rossey,
  • Adnan Shahid and
  • Jeroen Hoebeke

25 July 2018

Mesh networks enable a many-to-many relation between nodes, which means that each node in the network can communicate with every other node using multi-hop communication and path diversity. As it enables the fast roll-out of sensor and actuator netwo...

  • Feature Paper
  • Article
  • Open Access
34 Citations
5,819 Views
22 Pages

13 July 2017

Energy efficiency is a fundamental requirement for a wireless protocol to be suitable for use within the Internet of Things. New technologies are emerging aiming at an energy-efficient communication. Among them, Bluetooth Low Energy is an appealing s...

  • Article
  • Open Access
5 Citations
3,257 Views
18 Pages

Evaluation of the Use of a City Center through the Use of Bluetooth Sensors Network

  • Javier Martínez Plumé,
  • Juan José Marténez Durá,
  • Ramón Vicente Cirilo Gimeno,
  • Francisco Ramón Soriano García and
  • Antonio García Celda

15 February 2019

In order to achieve the objectives of Smart Cities, public administrations need to take measures to regulate mobility, which undoubtedly requires a high level of information and sensorization. Until the implementation of the connected vehicle takes p...

  • Proceeding Paper
  • Open Access
3 Citations
2,283 Views
4 Pages

Analysis of Bluetooth-Based Wireless Sensor Networks Performance in Hospital Environments

  • Peio Lopez-Iturri,
  • Santiago Led,
  • Erik Aguirre,
  • Leyre Azpilicueta,
  • Luis Serrano and
  • Francisco Falcone

14 November 2016

In this work, a method to analyze the performance of Bluetooth-based Wireless Sensor Networks (WSN) deployed within hospital environments is presented. Due to the complexity that this kind of scenarios exhibit in terms of radio propagation and coexis...

  • Article
  • Open Access
11 Citations
8,105 Views
17 Pages

29 May 2015

It is very common to rule out Bluetooth as a suitable technology for vehicular communications. The reasons behind this decision usually result from misconceptions such as accepting that Bluetooth has a short application range, or assuming its connect...

  • Article
  • Open Access
1,068 Views
37 Pages

20 September 2025

This paper challenges the conventional wisdom of using uniform random resource selection for collision resolution in distributed scheduling, particularly in wireless protocols. Bluetooth, being one such technology, is analyzed through its frequency h...

  • Article
  • Open Access
6 Citations
3,927 Views
21 Pages

ACE: A Routing Algorithm Based on Autonomous Channel Scheduling for Bluetooth Mesh Network

  • Minyue Wang,
  • Yeming Li,
  • Jiamei Lv,
  • Yi Gao,
  • Cheng Qiao,
  • Baiqiang Liu and
  • Wei Dong

30 December 2021

The Internet of Things (IoT) interconnects massive cyber-physical devices (CPD) to provide various applications, such as smart home and smart building. Bluetooth Mesh is an emerging networking technology, which can be used to organize a massive netwo...

  • Article
  • Open Access
14 Citations
5,621 Views
22 Pages

10 March 2023

The problem of object localization in indoor environments is very important in order to make a company effective and to detect disruption in the logistics system in real-time. Present research investigates how the IoT (Internet of Things) location sy...

  • Article
  • Open Access
31 Citations
5,884 Views
10 Pages

23 December 2016

In this study, the time taken for mine haulage equipment to travel between destinations in an underground mine was measured and analyzed using a Bluetooth beacon system. In this system, Bluetooth beacons are attached to multiple points in an undergro...

  • Feature Paper
  • Article
  • Open Access
3 Citations
6,981 Views
20 Pages

2 December 2021

Bluetooth low energy (BLE)-based location service technology has become one of the fastest growing applications for Bluetooth. Received signal strength (RSS) is often used in localization techniques for ranging or location fingerprinting. However, RS...

  • Article
  • Open Access
1 Citations
2,349 Views
21 Pages

4 September 2024

Improving the performance at signalized intersections can be achieved through different management styles or sensor technologies. It is crucial that we measure the real-time impact of these variables on intersection performance. This study introduces...

  • Article
  • Open Access
68 Citations
11,844 Views
29 Pages

Opportunistic Sensor Data Collection with Bluetooth Low Energy

  • Sergio Aguilar,
  • Rafael Vidal and
  • Carles Gomez

23 January 2017

Bluetooth Low Energy (BLE) has gained very high momentum, as witnessed by its widespread presence in smartphones, wearables and other consumer electronics devices. This fact can be leveraged to carry out opportunistic sensor data collection (OSDC) in...

  • Article
  • Open Access
10 Citations
4,406 Views
17 Pages

Efficient Advertiser Discovery in Bluetooth Low Energy Devices

  • Seung Whan Song,
  • Youn Sang Lee,
  • Fatima Imdad,
  • Muhammad Tabish Niaz and
  • Hyung Seok Kim

6 May 2019

Bluetooth Low Energy (BLE) has become ubiquitous in the majority of mobile devices that connect wirelessly. With the increase in the number of devices, the probability of congestion also increases in a network. Data channels of the BLE use frequency...

  • Article
  • Open Access
27 Citations
5,530 Views
14 Pages

Support for Employees with ASD in the Workplace Using a Bluetooth Skin Resistance Sensor–A Preliminary Study

  • Michał T. Tomczak,
  • Marek Wójcikowski,
  • Paulina Listewnik,
  • Bogdan Pankiewicz,
  • Daria Majchrowicz and
  • Małgorzata Jędrzejewska-Szczerska

19 October 2018

The application of a Bluetooth skin resistance sensor in assisting people with Autism Spectrum Disorders (ASD), in their day-to-day work, is presented in this paper. The design and construction of the device are discussed. The authors have considered...

  • Article
  • Open Access
4 Citations
4,949 Views
16 Pages

30 April 2017

Even though home automation is a well-known research and development area, recent technological improvements in different areas such as context recognition, sensing, wireless communications or embedded systems have boosted wireless smart homes. This...

  • Article
  • Open Access
23 Citations
6,714 Views
19 Pages

26 December 2018

‘Smart cities’ is a concept that embraces many technologies and solutions in sensing and carrying a city’s data through a network for further processing and analysis. Smart cities’ main priority is citizens and environmental sustainability. In practi...

  • Article
  • Open Access
1 Citations
2,563 Views
11 Pages

Analysis of a Bluetooth Traffic Dataset Obtained during University Examination Sessions

  • Radu Bouaru,
  • Adrian Peculea,
  • Bogdan Iancu,
  • Sorin Buzura,
  • Emil Cebuc and
  • Vasile Dadarlat

30 March 2024

In academic environments, students take exams simultaneously in campus examination classrooms. Due to recent advancements in technology, examination rooms are flooded with Bluetooth data traffic generated by personal devices (smartphones, smartwatche...

  • Article
  • Open Access
42 Citations
10,024 Views
16 Pages

BBUNS: Bluetooth Beacon-Based Underground Navigation System to Support Mine Haulage Operations

  • Jieun Baek,
  • Yosoon Choi,
  • Chaeyoung Lee,
  • Jangwon Suh and
  • Sangho Lee

21 November 2017

A Bluetooth beacon-based underground navigation system (BBUNS) was developed to identify the optimal haul road in an underground mine, track the locations of dump trucks, and display this information on mobile devices. A three-dimensional (3-D) geogr...

  • Article
  • Open Access
9 Citations
3,621 Views
26 Pages

Developing a Solution for Mobility and Distribution Analysis Based on Bluetooth and Artificial Intelligence

  • Marius Minea,
  • Cătălin Dumitrescu,
  • Ilona Mădălina Costea,
  • Ionuț Cosmin Chiva and
  • Augustin Semenescu

20 December 2020

The purpose of this research was to develop a simple, cost-effective, but enough efficient solution for locating, tracking and distribution analysis of people and/or vehicle flowing, based on non-intrusive Bluetooth sensing and selective filtering al...

  • Article
  • Open Access
1 Citations
4,356 Views
14 Pages

7 May 2018

In this paper, a Reconfigurable Mesh-Ring (RMR) algorithm is proposed for Bluetooth sensor networks. The algorithm is designed in three stages to determine the optimal configuration of the mesh-ring network. Firstly, a designated root advertises and...

  • Review
  • Open Access
7 Citations
7,402 Views
17 Pages

Bluetooth Communication Leveraging Ultra-Low Power Radio Design

  • Omar Abdelatty,
  • Xing Chen,
  • Abdullah Alghaihab and
  • David Wentzloff

Energy-efficient wireless connectivity plays an important role in scaling both battery-less and battery-powered Internet-of-Things (IoT) devices. The power consumption in these devices is dominated by the wireless transceivers which limit the battery...

  • Review
  • Open Access
1,203 Views
22 Pages

5 July 2024

Bluetooth sensors in intelligent transportation systems possess extensive coverage and access to a large number of identity (ID) data, but they cannot distinguish between vehicles and persons. This study aims to classify and differentiate raw data co...

  • Article
  • Open Access
86 Citations
10,165 Views
23 Pages

29 October 2017

We introduce a high precision localization and tracking method that makes use of cheap Bluetooth low-energy (BLE) beacons only. We track the position of a moving sensor by integrating highly unreliable and noisy BLE observations streaming from multip...

  • Article
  • Open Access
44 Citations
9,829 Views
22 Pages

An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms

  • Manuel Castillo-Cara,
  • Jesús Lovón-Melgarejo,
  • Gusseppe Bravo-Rocca,
  • Luis Orozco-Barbosa and
  • Ismael García-Varea

7 June 2017

Nowadays, there is a great interest in developing accurate wireless indoor localization mechanisms enabling the implementation of many consumer-oriented services. Among the many proposals, wireless indoor localization mechanisms based on the Received...

  • Article
  • Open Access
3 Citations
4,605 Views
12 Pages

10 February 2021

Thanks to the frequency hopping nature of Bluetooth, sniffing Bluetooth traffic with low-cost devices has been considered as a challenging problem. To this end, BlueEar, a state-of-the-art low-cost sniffing system with two Bluetooth radios proposes a...

  • Proceeding Paper
  • Open Access
243 Views
9 Pages

16 February 2026

We developed an indoor positioning system combining Bluetooth direction-finding antennas with machine learning to improve localization accuracy and stability cost-effectively. It integrates existing indoor positioning and lighting control with a Blue...

  • Data Descriptor
  • Open Access
62 Citations
10,612 Views
11 Pages

21 June 2020

Radio frequency fingerprinting (RFF) is a promising physical layer protection technique which can be used to defend wireless networks from malicious attacks. It is based on the use of the distinctive features of the physical waveforms (signals) trans...

  • Article
  • Open Access
5 Citations
4,642 Views
19 Pages

23 September 2021

As the growth rate of the internet-of-things (IoT) sensor market is expected to exceed 30%, a technology that can easily collect and processing a large number of various types of sensor data is gradually required. However, conventional multilink IoT...

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