APPROACHES TO INDOOR NAVIGATION WITH BLUETOOTH LOW ENERGY
Abstract
The review paper discusses the topic of indoor positioning systems leveraging Bluetooth Low Energy as a core technology. It begins with an elucidative overview of the Bluetooth 4.0 standard, delineating its advancements and improvements over preceding iterations of Bluetooth technology, with particular emphasis on the features that facilitate indoor positioning.
The paper then transitions to a detailed exploration of the algorithms that underpin BLE-based positioning systems. It examines methodologies that utilize the time-of-flight techniques, alongside those that assess signal strength, such as Received Signal Strength Indicator, to estimate location with precision.
Furthermore, the discussion extends to the intrinsic benefits and potential drawbacks of BLE in the context of indoor positioning. It underscores the low energy consumption, cost-effectiveness, and the ubiquity of BLE-enabled devices as pivotal advantages, while also considering the limitations, including signal attenuation and multipath interference, which can impede accuracy.
Central to the paper is an in-depth analysis of the significant challenges encountered in the implementation of BLE-based indoor positioning. It scrutinizes factors such as environmental dynamics, user density, and architectural influences that can affect system performance. The paper also contemplates the integration of BLE with other technologies and the potential for hybrid systems to overcome these hurdles.
In conclusion, the paper provides a forward-looking perspective on the future of indoor positioning, emphasizing the role of BLE in creating more responsive and integrated environments.
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- Department of Defense. Global Positioning System standard positioning service performance standard, fourth edition, 2008. Режим доступу до журн.: https://www.gps.gov/technical/ps/2008-SPS-performance-standard.pdf
- Bluetooth Special Interests Group. Bluetooth Core Specification Version 4.0, first edition, 2010. Режим доступу до журн.: https://www.bluetooth.com/specifications/specs/core-specification-4-0/
- Mikkel Baun Kjærgaard. Indoor positioning with radio location fingerprinting. arXiv preprint arXiv:1004.4759, 2010. Режим доступу до журн.: https://arxiv.org/abs/1004.4759
- Konrad Lorincz and Matt Welsh. Motetrack: A robust, decentralized approach to rf-based location tracking. In Location-and Context-Awareness, pages 63–82. Springer, 2005. Режим доступу до журн.: https://link.springer.com/chapter/10.1007/11426646_7
- Cemin Zhang, Michael Kuhn, Brandon Merkl, Mohamed Mahfouz, and Aly E Fathy. Development of an uwb indoor 3d positioning radar with millimeter accuracy. In Microwave Symposium Digest, 2006. IEEE MTT-S International, pages 106–109. IEEE, 2006. Режим доступу до журн.: https://ieeexplore.ieee.org/document/4014831
- Josef Hallberg, Marcus Nilsson, and Kåre Synnes. Positioning with bluetooth. In Telecommunications, 2003. ICT 2003. 10th International Conference on, volume 2, pages 954–958. IEEE, 2003. Режим доступу до журн. : https://www.researchgate.net/publication/4010086_Positioning_with_Bluetooth
- Antti Kotanen, Marko Hannikainen, Helena Leppakoski, and Timo D Hamalainen. Experiments on local positioning with bluetooth. In Information Technology: Coding and Computing [Computers and Communications], 2003. Proceedings. ITCC 2003. International Conference on, pages 297–303. IEEE, 2003. Режим доступу до журн.: https://dl.acm.org/doi/10.5555/844385.846026
- Anja Bekkelien, Michel Deriaz, and Stéphane Marchand-Maillet. Bluetooth indoor positioning. Master’s thesis, University of Geneva, 2012.
- Lin Ji. Increasing accuracy of location determination: Exploiting phase change reconstruction and timing measurements. Master’s thesis, Royal Institute of Technology, 2007. Режим доступу до журн.: https://www.semanticscholar.org/paper/Increasing-Accuracy-of-Location-Determination-%3A-and-Ji/cfafdc9002449529ccc9437d811deb1165e69965
- Ye et al. Experimental impulse radio ieee 802.15.4a uwb based wireless sensor localization technology. ISSC 2011, 2011. Режим доступу до журн.: https://www.researchgate.net/publication/332189898_Experimental_impulse_radio_IEEE_80215_4a_UWB_based_wireless_sensor_localization_technology_Characterization_reliability_and_ranging
- Alan Bensky. Wireless positioning technologies and applications. Artech HouseO, Norwood, MA, 2008. URL: https://dl.acm.org/doi/10.5555/1557266
- https://www.semanticscholar.org/paper/Passive-WiFi-Fingerprinting-Method-Kim-Han/0df82f253ffc6641845a5eb96707913318f0eb15/figure/0
- https://www.senzmate.com/tech-blogs/indoor-forklift/
- https://www.ucl.ac.uk/population-health-sciences/sites/population-health-sciences/files/180520_triangulation_in_aetiological_research.pdf
DOI: http://dx.doi.org/10.30970/eli.24.2
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