Affiliation:
1. Faculty of Information Technology and Communication Sciences, Tampere University, 33720 Tampere, Finland
2. WIREPAS Ltd., 33720 Tampere, Finland
Abstract
This paper addresses the challenge of implementing Direction of Arrival (DOA) methods for indoor localization using Internet of Things (IoT) devices, particularly with the recent direction-finding capability of Bluetooth. DOA methods are complex numerical methods that require significant computational resources and can quickly deplete the batteries of small embedded systems typically found in IoT networks. To address this challenge, the paper presents a novel Unitary R-D Root MUSIC for L-shaped arrays that is tailor-made for such devices utilizing a switching protocol defined by Bluetooth. The solution exploits the radio communication system design to speed up execution, and its root-finding method circumvents complex arithmetic despite being used for complex polynomials. The paper carries out experiments on energy consumption, memory footprint, accuracy, and execution time in a commercial constrained embedded IoT device series without operating systems and software layers to prove the viability of the implemented solution. The results demonstrate that the solution achieves good accuracy and attains an execution time of a few milliseconds, making it a viable solution for DOA implementation in IoT devices.
Funder
European Union’s Horizon 2020 Research and Innovation programme
Subject
Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry
Reference61 articles.
1. Zoubir, A.M. (2014). Academic Press Library in Signal Processing. Volume 3: Array and Statistical Signal Processing, Academic Press.
2. Bluetooth SIG (2023, January 27). Indoor Positioning Service 1.0. Available online: https://www.bluetooth.com/specifications/specs/indoor-positioning-service-1-0/.
3. Bluetooth SIG (2023, January 27). Enhancing Bluetooth Location Services with Direction Finding. Available online: https://www.bluetooth.com/wp-content/uploads/2019/03/1901_Enhancing-Bluetooth-Location-Service_FINAL.pdf.
4. Bluetooth SIG (2023, January 27). Bluetooth Core Specification v5.1. Available online: https://www.bluetooth.com/specifications/specs/core-specification-5-1/.
5. Pau, G., Arena, F., Gebremariam, Y.E., and You, I. (2021). Bluetooth 5.1: An analysis of direction finding capability for high-precision location services. Sensors, 21.
Cited by
4 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献