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2019 | OriginalPaper | Buchkapitel

Developing a Beacon-Based Location System Using Bluetooth Low Energy Location Fingerprinting for Smart Home Device Management

verfasst von : Chih-Kun Ke, Wang-Chi Ho, Ke-Cheng Lu

Erschienen in: Wireless Internet

Verlag: Springer International Publishing

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Abstract

This study explores BLE (Bluetooth Low Energy) Beacon indoor positioning for smart home power management. We propose a novel system framework using BLE Beacon to detect the user location and conduct power management in the home through a mobile device application. Due to the BLE Beacon may produce the multipath effect, this study uses the positioning algorithm and hardware configuration to reduce the error rate. Location fingerprint positioning algorithm and filter modification are used to establish a positioning method for facilitating deployment and saving computing resources. The experiments include observing the RSSI (Received Signal Strength Indicators) and selecting the filters; discussing the relationship between the characteristics of the BLE Beacon signal accuracy and the number of the BLE Beacon deployed in space; the BLE Beacon multilateration positioning combined with the In-Snergy intelligent energy management system for smart home power management. The contribution is to allow users to enjoy smart home services based on the location using a mobile device application.

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Literatur
3.
Zurück zum Zitat Nath, R.K., Bajpai, R., Thapliyal, H.: IoT based indoor location detection system for smart home environment. In: Proceedings of the 2018 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, 12–14 January 2018, pp. 1–3. https://doi.org/10.1109/icce.2018.8326225 Nath, R.K., Bajpai, R., Thapliyal, H.: IoT based indoor location detection system for smart home environment. In: Proceedings of the 2018 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, 12–14 January 2018, pp. 1–3. https://​doi.​org/​10.​1109/​icce.​2018.​8326225
4.
Zurück zum Zitat Alelaiwi, A., Hassan, M.M., Bhuiyan, M.Z.A.: A secure and dependable connected smart home system for elderly. In: Proceedings of the IEEE International Conference on Dependable, Autonomic and Secure Computing, 15th International Conference on Pervasive Intelligence & Computing and 3rd International Conference on Big Data Intelligence and Computing and Cyber Science and Technology Congress (DASC/PiCom/DataCom/CyberSciTech), Orlando, FL, USA, 6–10 November 2017, pp. 722–727 Alelaiwi, A., Hassan, M.M., Bhuiyan, M.Z.A.: A secure and dependable connected smart home system for elderly. In: Proceedings of the IEEE International Conference on Dependable, Autonomic and Secure Computing, 15th International Conference on Pervasive Intelligence & Computing and 3rd International Conference on Big Data Intelligence and Computing and Cyber Science and Technology Congress (DASC/PiCom/DataCom/CyberSciTech), Orlando, FL, USA, 6–10 November 2017, pp. 722–727
6.
Zurück zum Zitat Zafari, F., Gkelias, A., Leung, K.K.: A survey of indoor localization systems and technologies. CoRR abs/1709.01015 (2017) Zafari, F., Gkelias, A., Leung, K.K.: A survey of indoor localization systems and technologies. CoRR abs/1709.01015 (2017)
7.
Zurück zum Zitat Chen, D.Y., Shin, K.G., Jiang, Y.R., Kim, K.H.: Locating and tracking BLE beacons with Smartphones. In Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2017), pp. 263–275 (2017). https://doi.org/10.1145/3143361.3143385 Chen, D.Y., Shin, K.G., Jiang, Y.R., Kim, K.H.: Locating and tracking BLE beacons with Smartphones. In Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2017), pp. 263–275 (2017). https://​doi.​org/​10.​1145/​3143361.​3143385
8.
Zurück zum Zitat Betzing, J.H.: Beacon-based customer tracking across the high street: perspectives for location-based smart services in retail. In: Proceedings of the 24th Americas Conference on Information Systems, New Orleans, LA, US (2018) Betzing, J.H.: Beacon-based customer tracking across the high street: perspectives for location-based smart services in retail. In: Proceedings of the 24th Americas Conference on Information Systems, New Orleans, LA, US (2018)
11.
Zurück zum Zitat de Blasio, G., Quesada-Arencibia, A., García, C.R., Molina-Gil, J.M., Caballero-Gil, C.: Study on an indoor positioning system for harsh environments based on Wi-Fi and bluetooth low energy. Sensors 17(6), 1299, 1–28 (2017). https://doi.org/10.3390/s17061299 de Blasio, G., Quesada-Arencibia, A., García, C.R., Molina-Gil, J.M., Caballero-Gil, C.: Study on an indoor positioning system for harsh environments based on Wi-Fi and bluetooth low energy. Sensors 17(6), 1299, 1–28 (2017). https://​doi.​org/​10.​3390/​s17061299
13.
Zurück zum Zitat Longo, A., et al.: Localization and monitoring system based on BLE fingerprint method. WAIAH@AI*IA (2017) Longo, A., et al.: Localization and monitoring system based on BLE fingerprint method. WAIAH@AI*IA (2017)
14.
Zurück zum Zitat Ke, C.K., Lu, C.C., Kuo, T.W.: Smart home power control via mobile device based on BLE Beacon multi-point positioning. In: Proceedings of the 24th TANET 2018, Taoyuan, Taiwan (R.O.C.) (2018) Ke, C.K., Lu, C.C., Kuo, T.W.: Smart home power control via mobile device based on BLE Beacon multi-point positioning. In: Proceedings of the 24th TANET 2018, Taoyuan, Taiwan (R.O.C.) (2018)
20.
Zurück zum Zitat Xiong, M., Wu, Y., Ding, Y., Mao, X., Fang, Z., Huang, H.: A smart home control system based on indoor location and attitude estimation. In: Proceedings of the International Conference on Computer, Information and Telecommunication Systems (CITS), Kunming, China, 6–8 July 2016; pp. 1–5 Xiong, M., Wu, Y., Ding, Y., Mao, X., Fang, Z., Huang, H.: A smart home control system based on indoor location and attitude estimation. In: Proceedings of the International Conference on Computer, Information and Telecommunication Systems (CITS), Kunming, China, 6–8 July 2016; pp. 1–5
Metadaten
Titel
Developing a Beacon-Based Location System Using Bluetooth Low Energy Location Fingerprinting for Smart Home Device Management
verfasst von
Chih-Kun Ke
Wang-Chi Ho
Ke-Cheng Lu
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-06158-6_24

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