| Presentation | 2023-03-01 Experimental Evaluation of Indoor Object Detection Characteristics Using CSI in Wireless LAN Systems Kazuki Noguchi, Osamu Muta, Tomoki Murakami, Shinya Otsuki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Various object detection schemes utilizing channel state information (CSI) in wireless local area network (WLAN) systems such as IEEE802.11ac have been investigated recently. To obtain further detection performance improvement, adopting a proper feature selection technique and selecting an appropriate antenna placement are important. In this paper, we experimentally evaluate the effect of antenna placement selection on object detectionperformance in WLAN-based object detection systems utilizing channel state information (CSI). We consider a method to select a small number of antenna elements from a number of distributed antennas, and clarify the relationship between the antenna placement and the detection accuracy. We experimentally evaluate the detection performance of the WLAN-based object detection system using measured CSI in cases of various antenna placement patterns. Based on the obtained experimental results, we discuss the impact of the antenna placement on achieved object detection performance in an indoor environment. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Object detection / Channel state information / Antenna placement / Wireless LAN |
| Paper # | CAS2022-100,CS2022-77 |
| Date of Issue | 2023-02-22 (CAS, CS) |
| Conference Information | |
| Committee | CAS / CS |
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| Conference Date | 2023/3/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network processor, Signal processing and circuits for communications, Wireless LAN / PAN, etc. |
| Chair | Yoshinobu Maeda(Niigata Univ.) / Daisuke Umehara(Kyoto Inst. of Tech.) |
| Vice Chair | Yasutoshi Aibara(OmniVision) / Seiji Kozaki(Mitsubishi Electric) |
| Secretary | Yasutoshi Aibara(NIT, Toyama college) / Seiji Kozaki(Renesas Electronics) |
| Assistant | Takahide Sato(Univ. of Yamanashi) / Motoi Yamaguchi(TECHNOPRO) / Shinji Shimoda(Sony Semiconductor Solutions) / Shunsuke Koshita(Hachinohe Inst. of Tech.) / Hikaru Kawasaki(NICT) / Yuta Ida(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Circuits and Systems / Technical Committee on Communication Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Experimental Evaluation of Indoor Object Detection Characteristics Using CSI in Wireless LAN Systems |
| Sub Title (in English) | Effect of Antenna Placement on Detection Characteristics |
| Keyword(1) | Object detection |
| Keyword(2) | Channel state information |
| Keyword(3) | Antenna placement |
| Keyword(4) | Wireless LAN |
| 1st Author's Name | Kazuki Noguchi |
| 1st Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 2nd Author's Name | Osamu Muta |
| 2nd Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 3rd Author's Name | Tomoki Murakami |
| 3rd Author's Affiliation | NTT Corporation(NTT) |
| 4th Author's Name | Shinya Otsuki |
| 4th Author's Affiliation | NTT Corporation(NTT) |
| Date | 2023-03-01 |
| Paper # | CAS2022-100,CS2022-77 |
| Volume (vol) | vol.122 |
| Number (no) | CAS-396,CS-397 |
| Page | pp.pp.23-28(CAS), pp.23-28(CS), |
| #Pages | 6 |
| Date of Issue | 2023-02-22 (CAS, CS) |