RSSI-CSI Measurement and Variation Mitigation With Commodity Wi-Fi Device

Bo Wei, Hang Song*, Jiro Katto, Takamaro Kikkawa

*この研究の対応する著者

研究成果: Article査読

抄録

Owing to the plentiful information released by the commodity devices, Wi-Fi signals have been widely studied for various wireless sensing applications. In many works, both received signal strength indicator (RSSI) and the channel state information (CSI) are utilized as the key factors for precise sensing. However, the calculation and relationship between RSSI and CSI is not explained in detail. Furthermore, there are few works focusing on the measurement variation of the Wi-Fi signal which impacts the sensing results. In this article, the relationship between RSSI and CSI is studied in detail and the measurement variation of amplitude and phase information is investigated by extensive experiments. In the experiments, the transmitter and receiver are directly connected by power divider and RF cables and the signal transmission is quantitatively controlled by RF attenuators. By changing the intensity of attenuation, the measurement of RSSI and CSI is carried out under different conditions. From the results, it is found that in order to get a reliable measurement of the signal amplitude and phase by commodity Wi-Fi, the attenuation of the channels should not exceed 60 dB. Meanwhile, the difference between two channels should be lower than 10 dB. An active control mechanism is suggested to ensure the measurement stability. The findings and criteria of this work is promising to facilitate more precise sensing technologies with Wi-Fi signal.

本文言語English
ページ(範囲)6249-6258
ページ数10
ジャーナルIEEE Internet of Things Journal
10
7
DOI
出版ステータスPublished - 2023 4月 1

ASJC Scopus subject areas

  • 情報システム
  • 信号処理
  • ハードウェアとアーキテクチャ
  • コンピュータ ネットワークおよび通信
  • コンピュータ サイエンスの応用

フィンガープリント

「RSSI-CSI Measurement and Variation Mitigation With Commodity Wi-Fi Device」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル