AIKAWA Satoru 相河聡

… Alternative Names

Aikawa Satoru 相河聡

Less

Researcher Number	80448761
Other IDs
Affiliation (Current)	2025: 兵庫県立大学, 工学研究科, 教授
Affiliation (based on the past Project Information) *help	2021 – 2023: 兵庫県立大学, 工学研究科, 教授
Review Section/Research Field	Principal Investigator Basic Section 21020:Communication and network engineering-related
Keywords	Principal Investigator 無線ＬＡＮ / 無線LAN / ナビゲーション / Fingerprint / Wi-Fi / 位置推定

Improvement of indoor localization accuracy by Wi-Fi radio waves using neural networkPrincipal Investigator
- Principal Investigator
  
  Aikawa Satoru
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 21020:Communication and network engineering-related
- Research Institution
  University of Hyogo

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Fingerprint localization scheme with correction for missing values in training data and data augmentation2024
- Author(s)
  Togo Shinomiya, Satoru Aikawa, Shinichiro Yamamoto
- Journal Title
  
  IEICE Communications Express
  
  Volume: 13
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04065
[Journal Article] Correction of round-trip time and selection of access points for estimating Wireless LAN locations by multilateration2024
- Author(s)
  Yusuke Shida, Satoru Aikawa, Shinichiro Yamamoto
- Journal Title
  
  IEICE Communications Express
  
  Volume: 13
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04065
[Journal Article] Machine learning-based area estimation using data measured under walking conditions2024
- Author(s)
  Shota Nakayama, Satoru Aikawa, Shinichiro Yamamoto
- Journal Title
  
  IEICE Communications Express
  
  Volume: 13
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04065
[Journal Article] Fingerprint localization using data from different radio environments2023
- Author(s)
  Ozaki Ryoga、Aikawa Satoru、Yamamoto Shinichiro
- Journal Title
  
  IEICE Communications Express
  
  Volume: 12 Issue: 10 Pages: 564-567
- DOI
  10.23919/comex.2023XBT0005
- ISSN
  2187-0136
- Year and Date
  2023-10-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04065
[Journal Article] User data selection method using received signal strength indicator for semi-supervised learning in fingerprint localization2023
- Author(s)
  Konishi Yohei、Aikawa Satoru、Yamamoto Shinichiro
- Journal Title
  
  IEICE Communications Express
  
  Volume: 12 Issue: 3 Pages: 66-71
- DOI
  10.1587/comex.2022XBL0168
- ISSN
  2187-0136
- Year and Date
  2023-03-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04065
[Journal Article] Effectiveness of simulation data on walking in Wi-Fi fingerprints using RNN2022
- Author(s)
  Shoya Amada, Satoru Aikawa, Shin-ichiro Yamamoto
- Journal Title
  
  IEICE COMEX
  
  Volume: ADVANCE ONLINE PUBLICATION Pages: 1-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04065
[Journal Article] Coordinate rectification of Indoor Neural Network Localization Using Filters2022
- Author(s)
  Kaishin Hori,Satoru Aikawa, Shinichiro Yamamoto, Yuta Sakai
- Journal Title
  
  IEICE COMEX
  
  Volume: ADVANCE ONLINE PUBLICATION Pages: 1-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04065
[Journal Article] Experimental validation of the ResNet layer number design method for Wi-Fi location estimation in different environments2022
- Author(s)
  Sakanishi Yu、Aikawa Satoru、Yamamoto Shinichiro
- Journal Title
  
  IEICE Communications Express
  
  Volume: 11 Issue: 10 Pages: 673-678
- DOI
  10.1587/comex.2022XBL0109
- ISSN
  2187-0136
- Year and Date
  2022-10-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] データ拡張を利用したFinger Print位置推定2023
- Author(s)
  四宮東吾,相河聡,山本真一郎
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] Correction RTT using RSSI for Wireless LAN location estimation2023
- Author(s)
  Yusuke Shida, Satoru Aikawa, Shinichiro
- Organizer
  IEICE ICETC2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] 電波環境の異なるデータを用いたFingerprint位置推定2023
- Author(s)
  尾﨑遼河,相河聡,山本真一郎
- Organizer
  電子情報通信学会コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] A fingerprint localization scheme using data augmentation2023
- Author(s)
  Togo Shinomiya, Satoru Aikawa, Shinichiro Yamamoto
- Organizer
  IEICE ICETC2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] 歩行状態で測定したデータを用いた機械学習によるエリア推定2023
- Author(s)
  中山将太,相河聡,山本真一郎
- Organizer
  電子情報通信学会コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] 無線LAN位置推定のためのRSSIを用いたRTTの補正2023
- Author(s)
  志田勇介,相河聡,山本真一郎
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] CNN Area Estimation using data measured in walking conditions2022
- Author(s)
  Shota Nakayama, Satoru Aikawa, Shinichiro Yamamoto
- Organizer
  IEICE Communication Society, 2022 International Conference on Emerging Technologies　for Communications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] Fingerprint位置推定におけるWi-FiのAP数とCNN,ResNetの設計に関する検討2022
- Author(s)
  坂西　優・相河　聡・山本真一郎
- Organizer
  電子情報通信学会信学コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] A fingerprint localization using data from different radio environments2022
- Author(s)
  Ryoga Ozaki, Satoru Aikawa, Shin-ichiro Yamamoto
- Organizer
  IEICE Communication Society, 2022 International Conference on Emerging Technologies　for Communications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] 電波環境の異なるデータを利用したFinger Print位置推定2022
- Author(s)
  尾崎将太，相河　聡，山本真一郎
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] 屋内位置推定におけるCNN推定手法への状態空間モデルの適用2022
- Author(s)
  堀　開慎・相河　聡・山本真一郎
- Organizer
  電子情報通信学会信学コミュニケーションシステム研究会
- Invited
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] 歩行状態で測定したデータを用いたCNNエリア推定2022
- Author(s)
  中山遼河，相河　聡，山本真一郎
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] Fingerprint位置推定におけるCNNを特徴抽出器として用いたデータの選別手法2022
- Author(s)
  小西楊平・相河　聡・山本真一郎
- Organizer
  電子情報通信学会信学コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] Fingerprint位置推定におけるCNNを特徴抽出器として用いたデータの選別手法2021
- Author(s)
  小西楊平・相河　聡・山本真一郎・阪井祐太
- Organizer
  電子情報通信学会コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] 無線LANを電波を用いたNeural Networkによる二段階位置推定の実験的検討2021
- Author(s)
  高島勇也・相河　聡・山本真一郎・阪井祐太
- Organizer
  電子情報通信学会コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] RNNを用いたWi-Fi Finger Printにおけるシミュレーション歩行データの有効性2021
- Author(s)
  天田翔也・相河　聡・山本真一郎・阪井祐太
- Organizer
  電子情報通信学会コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] 無線LAN屋内位置推定のParticle Filterを用いたCNNに対する座標補間の実験的検証2021
- Author(s)
  堀　開慎・相河　聡・山本真一郎・阪井祐太
- Organizer
  電子情報通信学会コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] An Experimental Study on Improving Accuracy of Location Estimation in Finger Print Using CNN and ResNet2021
- Author(s)
  Yu Sakanishi, Satoru Aikawa, Shinichiro, Yamamoto, Yuta Sakai
- Organizer
  ICETC 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] Finger Print位置推定のNNモデル自動更新におけるデータ選別2021
- Author(s)
  小西楊平,相河　聡,山本真一郎,阪井祐太
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] ResNetを用いたFinger Print位置推定2021
- Author(s)
  坂西　優,相河　聡,山本真一郎,阪井裕太
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] Neural Network による屋内位置推定の Android 端末への実装法2021
- Author(s)
  堀　開慎,相河　聡,山本真一郎,阪井祐太
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] Coordinate interpolation of Indoor Neural Network Localization by Particle Filter2021
- Author(s)
  Kaishin Hori, Satoru Aikawa, Shinichiro Yamamoto, Yuta Sakai
- Organizer
  ICETC 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] CNN, ResNetを用いたFinger Printにおける位置推定精度向上の実験的検討2021
- Author(s)
  坂西　優・相河　聡・山本真一郎・阪井祐太
- Organizer
  電子情報通信学会コミュニケーションシステム研究会
- Data Source
  KAKENHI-PROJECT-21K04065
[Presentation] User Data Selection using CNN Feature Extractor for Fingerprint Localization2021
- Author(s)
  Yohei Konishi, Satoru Aikawa, ShinichiroYamamoto, Yuta Sakai
- Organizer
  ICETC 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K04065

1. 山本真一郎 (10514391)

# of Collaborated Projects: 1 results

# of Collaborated Products: 28 results

AIKAWA Satoru 相河 聡

Aikawa Satoru 相河 聡

Research Projects

Research Products

Co-Researchers

Improvement of indoor localization accuracy by Wi-Fi radio waves using neural networkPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Fingerprint localization scheme with correction for missing values in training data and data augmentation2024

Author(s)

Journal Title

Data Source

[Journal Article] Correction of round-trip time and selection of access points for estimating Wireless LAN locations by multilateration2024

Author(s)

Journal Title

Data Source

[Journal Article] Machine learning-based area estimation using data measured under walking conditions2024

Author(s)

Journal Title

Data Source

[Journal Article] Fingerprint localization using data from different radio environments2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] User data selection method using received signal strength indicator for semi-supervised learning in fingerprint localization2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Effectiveness of simulation data on walking in Wi-Fi fingerprints using RNN2022

Author(s)

Journal Title

Data Source

[Journal Article] Coordinate rectification of Indoor Neural Network Localization Using Filters2022

Author(s)

Journal Title

Data Source

[Journal Article] Experimental validation of the ResNet layer number design method for Wi-Fi location estimation in different environments2022

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Presentation] データ拡張を利用したFinger Print位置推定2023

Author(s)

Organizer

Data Source

[Presentation] Correction RTT using RSSI for Wireless LAN location estimation2023

Author(s)

Organizer

Data Source

[Presentation] 電波環境の異なるデータを用いたFingerprint位置推定2023

Author(s)

Organizer

Data Source

[Presentation] A fingerprint localization scheme using data augmentation2023

Author(s)

Organizer

Data Source

[Presentation] 歩行状態で測定したデータを用いた機械学習によるエリア推定2023

Author(s)

Organizer

Data Source

[Presentation] 無線LAN位置推定のためのRSSIを用いたRTTの補正2023

Author(s)

Organizer

Data Source

[Presentation] CNN Area Estimation using data measured in walking conditions2022

AIKAWA Satoru 相河聡

Aikawa Satoru 相河聡