厘米级 WiFi 测距的多通道方法和测试平台

Jayson P. Van Marter;Matan Ben-Shachar;Yaron Alpert;Anand G. Dabak;Naofal Al-Dhahir;Murat Torlak
{"title":"厘米级 WiFi 测距的多通道方法和测试平台","authors":"Jayson P. Van Marter;Matan Ben-Shachar;Yaron Alpert;Anand G. Dabak;Naofal Al-Dhahir;Murat Torlak","doi":"10.1109/JISPIN.2024.3366850","DOIUrl":null,"url":null,"abstract":"Latest advancements in WiFi ranging enable the use of both timestamps and channel frequency response (CFR) measurements supporting the recently released IEEE 802.11az Next Generation Positioning standard. However, resolution limitations are imposed by the single-channel bandwidth of operation, and WiFi devices that can only operate using 20 MHz channels on a given time instance suffer from limited ranging capabilities. While devices can frequency hop to multiple channels to obtain CFR measurements across larger bandwidths, changes in local oscillator phase offsets and time offsets per channel prevent direct stitching of the CFR. To overcome these challenges and achieve phase-coherent multichannel (PCMC) CFR measurements, we propose a two-way CFR approach that embeds timestamp information in the phase. We develop a software-defined radio testbed to evaluate our proposed multichannel ranging technique and answer hardware implementation challenges. For range estimation, we employ multiple signal classification and a complexity reduction strategy to accommodate large bandwidths with many subcarriers. Utilizing our proposed PCMC technique with 16 channels, we demonstrate a median error of 2.7 cm and a 90th percentile error of 9.5 cm in indoor line-of-sight conditions.","PeriodicalId":100621,"journal":{"name":"IEEE Journal of Indoor and Seamless Positioning and Navigation","volume":"2 ","pages":"76-91"},"PeriodicalIF":0.0000,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10438856","citationCount":"0","resultStr":"{\"title\":\"A Multichannel Approach and Testbed for Centimeter-Level WiFi Ranging\",\"authors\":\"Jayson P. Van Marter;Matan Ben-Shachar;Yaron Alpert;Anand G. Dabak;Naofal Al-Dhahir;Murat Torlak\",\"doi\":\"10.1109/JISPIN.2024.3366850\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Latest advancements in WiFi ranging enable the use of both timestamps and channel frequency response (CFR) measurements supporting the recently released IEEE 802.11az Next Generation Positioning standard. However, resolution limitations are imposed by the single-channel bandwidth of operation, and WiFi devices that can only operate using 20 MHz channels on a given time instance suffer from limited ranging capabilities. While devices can frequency hop to multiple channels to obtain CFR measurements across larger bandwidths, changes in local oscillator phase offsets and time offsets per channel prevent direct stitching of the CFR. To overcome these challenges and achieve phase-coherent multichannel (PCMC) CFR measurements, we propose a two-way CFR approach that embeds timestamp information in the phase. We develop a software-defined radio testbed to evaluate our proposed multichannel ranging technique and answer hardware implementation challenges. For range estimation, we employ multiple signal classification and a complexity reduction strategy to accommodate large bandwidths with many subcarriers. Utilizing our proposed PCMC technique with 16 channels, we demonstrate a median error of 2.7 cm and a 90th percentile error of 9.5 cm in indoor line-of-sight conditions.\",\"PeriodicalId\":100621,\"journal\":{\"name\":\"IEEE Journal of Indoor and Seamless Positioning and Navigation\",\"volume\":\"2 \",\"pages\":\"76-91\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10438856\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Journal of Indoor and Seamless Positioning and Navigation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10438856/\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Journal of Indoor and Seamless Positioning and Navigation","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10438856/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

WiFi 测距技术的最新进展使时间戳和信道频率响应(CFR)测量得以使用,支持最近发布的 IEEE 802.11az 下一代定位标准。然而,单信道工作带宽对分辨率造成了限制,在给定时间内只能使用 20 MHz 信道工作的 WiFi 设备的测距能力有限。虽然设备可以跳频到多个信道,以获得更大带宽的 CFR 测量值,但由于每个信道的本地振荡器相位偏移和时间偏移会发生变化,因此无法直接拼接 CFR。为了克服这些挑战并实现相位相干多通道(PCMC)CFR 测量,我们提出了一种在相位中嵌入时间戳信息的双向 CFR 方法。我们开发了一个软件定义无线电测试平台,以评估我们提出的多通道测距技术,并回答硬件实现方面的挑战。在测距估计方面,我们采用了多信号分类和复杂度降低策略,以适应具有多个子载波的大带宽。利用我们提出的 16 个信道的 PCMC 技术,我们证明在室内视距条件下,中位误差为 2.7 厘米,第 90 百分位误差为 9.5 厘米。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Multichannel Approach and Testbed for Centimeter-Level WiFi Ranging
Latest advancements in WiFi ranging enable the use of both timestamps and channel frequency response (CFR) measurements supporting the recently released IEEE 802.11az Next Generation Positioning standard. However, resolution limitations are imposed by the single-channel bandwidth of operation, and WiFi devices that can only operate using 20 MHz channels on a given time instance suffer from limited ranging capabilities. While devices can frequency hop to multiple channels to obtain CFR measurements across larger bandwidths, changes in local oscillator phase offsets and time offsets per channel prevent direct stitching of the CFR. To overcome these challenges and achieve phase-coherent multichannel (PCMC) CFR measurements, we propose a two-way CFR approach that embeds timestamp information in the phase. We develop a software-defined radio testbed to evaluate our proposed multichannel ranging technique and answer hardware implementation challenges. For range estimation, we employ multiple signal classification and a complexity reduction strategy to accommodate large bandwidths with many subcarriers. Utilizing our proposed PCMC technique with 16 channels, we demonstrate a median error of 2.7 cm and a 90th percentile error of 9.5 cm in indoor line-of-sight conditions.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信