OAK

Single Packet, Single Channel, Switched Antenna Array for RF Localization

Metadata Downloads
Abstract
"Cost-effective and accurate means of localizing radio transmitters has the potential to enable a wide range of applications in the consumer electronics, IoT, and healthcare domains. However, existing multi-antenna localization methods require high-cost synchronized receivers, long integration times, and/or specialized packet structures. This paper proposes using a high-speed RF mux that sequentially connects antennas to a single 2MHz radio receiver and sub-packet switching to determine the Angle of Arrival of individual packets. Importantly, this approach does not need synchronization between the mux and the receiver, reducing cost and system complexity. Our signal processing pipeline recovers both switch timing and the antenna number from the received RF signal. The sub-packet waveforms are used to generate a synthetic reference packet, and our customized Multi-Resolution Beaming and MUSIC algorithms are used to determine the Angle of Arrival. Results show that our real-time system is highly accurate even when the target is moving, with a mean AoA accuracy of 3.4 degrees and a 2D localization accuracy of 36.4 cm. Furthermore, the system is capable of tracking multiple users carrying smartphones in either their hands or pockets. Ultimately this approach enables a single low-cost, low bandwidth commodity RF receiver to be used to create an N-element phased array receiver. ? 2023 ACM.
Author(s)
Su, Yang-HsiYang, Chouchang JackHwang, EuiseokSample, Alanson P.
Issued Date
2023-06
Type
Article
DOI
10.1145/3596263
URI
https://scholar.gist.ac.kr/handle/local/10140
Publisher
Association for Computing Machinery
Citation
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, v.7, no.2
ISSN
2474-9567
Appears in Collections:
Department of Electrical Engineering and Computer Science > 1. Journal Articles
공개 및 라이선스
  • 공개 구분공개
파일 목록
  • 관련 파일이 존재하지 않습니다.

Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.