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http://dx.doi.org/10.9717/kmms.2022.25.2.280

Bluetooth Smart Ready implementation and RSSI Error Correction using Raspberry  

Lee, Sung Jin (Major of Smart Language IT Convergence, Busan University of Foreign Studies)
Moon, Sang Ho (Dept. of Computer Engineering, Busan University of Foreign Studies)
Publication Information
Journal of Korea Multimedia Society / v.25, no.2, 2022 , pp. 280-286 More about this Journal
Abstract
In order to efficiently collect data, it is essential to locate the facilities and analyze the movement data. The current technology for location collection can collect data using a GPS sensor, but GPS has a strong straightness and low diffraction and reflectance, making it difficult for indoor positioning. In the case of indoor positioning, the location is determined by using wireless network technologies such as Wifi, but there is a problem with low accuracy as the error range reaches 20 to 30 m. In this paper, using BLE 4.2 built in Raspberry Pi, we implement Bluetooth Smart Ready. In detail, a beacon was produced for Advertise, and an experiment was conducted to support the serial port for data transmission/reception. In addition, advertise mode and connection mode were implemented at the same time, and a 3-count gradual algorithm and a quadrangular positioning algorithm were implemented for Bluetooth RSSI error correction. As a result of the experiment, the average error was improved compared to the first correction, and the error rate was also improved compared to before the correction, confirming that the error rate for position measurement was significantly improved.
Keywords
Bluetooth; RSSI; IoT; Error Correction; Raspberry;
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  • Reference
1 F. Longo. L. Nicolettie, and A. Padovano, "Smart Operations in Industry 4.0: A Human-centered Approach to Enhance Operations' Capabilities and Competencies within the New Smart Factory Context," Computers and Industrial Engineering, Vol. 113, pp. 144-159, 2017.   DOI
2 S.J. Lee, J.H. Choi, C.S. Seo, B.K. Park, and B.Y. Choi, "Implementation of Smart Shoes for Dementia Patients using Embeded Board and Low Power Wide Area Technology," Journal of the Korea Institute of Information and Communication Engineering, Vol. 23, No. 1, pp. 399-406, 2019.
3 D.S. Yu and W.S. Kim, "Implementation of UWB Indoor Positioning and Real-time Remote Control System for Disaster Monitoring based on Digital Twin," Journal of Korea Multimedia Society, Vol. 24, No. 12, pp. 1682-1692, 2021.   DOI
4 Y.S. Jang and S.Y. Shin, "Implementation Wirels Internet Security Connection System Using Bluetooth Beacon iSmart Factory," Journal of the Korea Institute of Information and Communication Engineering, Vol. 22, No. 12, pp. 1705-1713, 2018.   DOI
5 What is a Raspberry Pi(2012), https://www.raspberrypi.org/about/ (accessed January 03, 2022).
6 D.Y. Kim, S.H. Kim, and E.H. Jin, "The Research on iBeacon Technology Trend and Issue," Korea Computer Congress, Vol. 2014, No. 6, pp. 390-392, 2014.
7 Understanding the different types of BLE Beacons(2015), https://www.raspberrypi.org/about/ (accessed January 03, 2022).
8 J. Hightower and G. Borriello, "Location Sensing Techniques," IEEE Computer, Vol. 34, No. 8, pp. 57-66, Arg, 2001.
9 B.Y. Kim and D.S. Ko, "Implementation of RSSI-based RTLS for Improvement of Location Awareness Performance in Underground Space," Korean Institute Of Information Technology, Vol. 17, No. 8, pp. 85-91, 2019.
10 D. Macagnano, Giuseppe Destino and Giuseppe Abreu, "Indoor Positioning: a Key Enabling Technology for IoT Applications," Proceeding of IEEE World Forum on Internet of Things (WF-IoT), pp. 117-118. 2014.
11 S.J. Kim, A Study on Low Power Multi-Channel Wireless Communication System P ossible to Estimate Location using RSSI, Department of Electronics Engineering Graduate School Chonnam National University, 2012.
12 B. Ge, K. Wang, J. Han, and B. Zhao, "Improved RSSI Positioning Algorithm for Coal Mine Underground Locomotive," Journal of Electrical and Computer Enginering, Vol. 2015, No. 3. pp. 1-8, 2015.