Residential College | false |
Status | 已發表Published |
Determining the Impact of Metallic Obstacles on Bluetooth Transmission to Enhance Indoor Location Determination | |
Pancham, Jay1; Millham, Richard1; Fong, Simon James2 | |
2024-08 | |
Conference Name | 3rd International Conference on Advanced Network Technologies and Intelligent Computing, ANTIC 2023 |
Source Publication | Advanced Network Technologies and Intelligent Computing. ANTIC 2023; Communications in Computer and Information Science |
Volume | 2090 |
Pages | 177-189 |
Conference Date | DEC 20-22, 2023 |
Conference Place | Varansi, INDIA |
Publisher | SPRINGER INTERNATIONAL PUBLISHING |
Abstract | Real-Time Location Systems (RTLS) research for indoor environments identifies Bluetooth Low Energy (BLE) as a prospective low-cost technological solution. BLE offers an alternative approach to identify obstructions that impact indoor location accuracy. However, in indoor environments, numerous obstacles, such as furniture, walls, partitions, etc. impact Bluetooth transmission negatively. This study determined the impact of metallic obstructions on Bluetooth transmission within a building. This investigation expands on our previous evaluation of RTLS technologies, RTLS constraints, and an energy-efficient design model for indoor location via sensors. According to the results, metallic obstructions in the Bluetooth transmission path have a negative impact on the Received Signal Strength Indicator (RSSI) levels. This observation is valid for obstructions in the transmission path and when the obstruction is not in the transmission path. The majority of RSSI levels recorded were clustered around a small number of RSSI levels. Therefore, a total of 8812 RSSI levels were considered for the comparisons. The main contribution of this study identifies that metallic obstructions impacts Bluetooth transmission. Furthermore, it was observed that there is a correlation between the distance and RSSI levels recorded. Also, lower levels were observed when metal obstructions were placed in the transmission path. Further research includes using a link quality indicator to enhance location determination in a dynamic environment and increasing the coverage area for the experiment. |
Keyword | Ble Bluetooth Low Energy Metal Obstruction Real-time Location System Rssi |
DOI | 10.1007/978-3-031-64076-6_12 |
URL | View the original |
Indexed By | CPCI-S |
Language | 英語English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications |
WOS ID | WOS:001310429900012 |
Scopus ID | 2-s2.0-85201979597 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | Faculty of Science and Technology DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Pancham, Jay |
Affiliation | 1.Durban University of Technology, Durban, South Africa 2.University of Macau, Taipa, Macao |
Recommended Citation GB/T 7714 | Pancham, Jay,Millham, Richard,Fong, Simon James. Determining the Impact of Metallic Obstacles on Bluetooth Transmission to Enhance Indoor Location Determination[C]:SPRINGER INTERNATIONAL PUBLISHING, 2024, 177-189. |
APA | Pancham, Jay., Millham, Richard., & Fong, Simon James (2024). Determining the Impact of Metallic Obstacles on Bluetooth Transmission to Enhance Indoor Location Determination. Advanced Network Technologies and Intelligent Computing. ANTIC 2023; Communications in Computer and Information Science, 2090, 177-189. |
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