Passenger Localization for In-Vehicle Personalization Using BLE Beacons

Emmanuel, Robin; Das, Anjana P.; Sandhya, B.; Thomas, M.; Tripathi, Anshul

doi:10.1109/vtcspring.2018.8417884

Cited by 5 publications

(2 citation statements)

References 12 publications

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“…State-of-the-art research indicates that location accuracy under 1 m via BLE inside a passenger car is possible if additional parameters are added to the RSSI: data transmission time stamping [21,22], using the door and seat sensors information [23], or for inside detection only the assumption that each seat provides a unique RF signature by making directive sensors through backplane shielding [24]. This study reports an implementation method for a detection system that is completely enclosed inside a modern vehicle cabin, relevant for a 2.4 GHz low-power wireless sensing network.…”

Section: Introductionmentioning

confidence: 99%

Position Discrimination of a 2.4 GHz IEEE 802.15.4 RF Mobile Source Inside-Outside a Vehicle

Marsic

Kampert

Higgins

2021

2021 International Conference on Smart Applications, Communications and Networking (SmartNets)

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Section: Introductionmentioning

confidence: 99%

Position Discrimination of a 2.4 GHz IEEE 802.15.4 RF Mobile Source Inside-Outside a Vehicle

Marsic

Kampert

Higgins

2021

2021 International Conference on Smart Applications, Communications and Networking (SmartNets)

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“…Nowadays, the technology is implemented in almost every modern smartphone and many other electric devices including personal computers and car systems which puts BLE at a big advantage over many other Internet of Things (IoT) technologies for mass use ( 15 , 20 ). Furthermore, as its name indicates, one of the key strengths of BLE technology is its low power consumption ( 15 , 21 ). BLE beacons are low-cost, small-size transmitters that can broadcast a unique identifier to nearby devices using the BLE protocol ( 15 ).…”

mentioning

confidence: 99%

Use of Emerging Internet of Things Technologies for Developing Infrastructure-to-Vehicle Communication Systems

Manasreh

Swaleh

Nazzal

2023

Transportation Research Record: Journal of the Transportation R

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Infrastructure-to-vehicle (I2V) communication is an essential part of an intelligent transportation system. Bluetooth low energy (BLE) is one of the emerging Internet of Things (IoT) technologies that can enable the exchange of data at low-energy consumption. This study evaluated the application of IoT technologies, in particular BLE beacons—I2V communication devices to support autonomous vehicle (AV) operation in a real-world setting. An AV development platform built on a Lexus RX450h car was used to perform the evaluation. The testing program included two controlled-environment experiments and two real-world validation experiments. The controlled-environment experiments were used to select the BLE beacon settings to be considered. The validation experiments were performed in two different settings: a city street and an interstate highway in the City of Cincinnati in Ohio. To this end, beacons were attached to 10 different traffic signs in a city street as well as to a side barrier of an interstate highway. The ability of the AV to detect the traffic signs and the beacons attached to the side barrier was evaluated at different speeds. The study revealed promising results and indicated that the BLE beacon technology could potentially be a reliable solution to develop I2V communication systems that can be easily deployed to modify existing transportation infrastructure.

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Integrating BLE Beacon Technology with Intelligent Information Systems IIS for Operations’ Performance: A Managerial Perspective

Alzoubi

Alshurideh

Ghazal

2021

Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2021)

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Passenger Localization for In-Vehicle Personalization Using BLE Beacons

Cited by 5 publications

References 12 publications

Position Discrimination of a 2.4 GHz IEEE 802.15.4 RF Mobile Source Inside-Outside a Vehicle

Position Discrimination of a 2.4 GHz IEEE 802.15.4 RF Mobile Source Inside-Outside a Vehicle

Use of Emerging Internet of Things Technologies for Developing Infrastructure-to-Vehicle Communication Systems

Integrating BLE Beacon Technology with Intelligent Information Systems IIS for Operations’ Performance: A Managerial Perspective

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