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Off-Line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences From IPIN 2020 Competition
Potorti, Francesco1; Torres-Sospedra, Joaquin2; Quezada-Gaibor, Darwin3,4; Jimenez, Antonio Ramon5; Seco, Fernando5; Perez-Navarro, Antoni6,7; Ortiz, Miguel8; Zhu, Ni8; Renaudin, Valerie8; Ichikari, Ryosuke9; Shimomura, Ryo9,10; Ohta, Nozomu9,10; Nagae, Satsuki10; Kurata, Takeshi9,11; Wei, Dongyan12; Ji, Xinchun12; Zhang, Wenchao12; Kram, Sebastian13; Stahlke, Maximilian13; Mutschler, Christopher13; Crivello, Antonino1; Barsocchi, Paolo1; Girolami, Michele1; Palumbo, Filippo1; Chen, Ruizhi14; Wu, Yuan14; Li, Wei14; Yu, Yue14; Xu, Shihao14; Huang, Lixiong14; Liu, Tao15; Kuang, Jian15; Niu, Xiaoji15,16; Yoshida, Takuto17; Nagata, Yoshiteru17; Fukushima, Yuto17; Fukatani, Nobuya17; Hayashida, Nozomi17; Asai, Yusuke17; Urano, Kenta17; Ge, Wenfei15; Lee, Nien-Ting18,19; Fang, Shih-Hau18,19; Jie, You-Cheng18,19; Young, Shawn-Rong18,19; Chien, Ying-Ren20; Yu, Chih-Chieh20; Ma, Chengqi21; Wu, Bang22; Zhang, Wei23; Wang, Yankun23; Fan, Yonglei22; Poslad, Stefan22; Selviah, David R.21; Wang, Weixi23; Yuan, Hong12; Yonamoto, Yoshitomo24; Yamaguchi, Masahiro25; Kaichi, Tomoya24; Zhou, Baoding26; Liu, Xu26; Gu, Zhining27; Yang, Chengjing26; Wu, Zhiqian26; Xie, Doudou26; Huang, Can26; Zheng, Lingxiang28; Peng, Ao28; Jin, Ge28; Wang, Qu29; Luo, Haiyong30; Xiong, Hao31; Bao, Linfeng30; Zhang, Pushuo31; Zhao, Fang31; Yu, Chia-An18,19; Hung, Chun-Hao18,19; Antsfeld, Leonid32; Chidlovskii, Boris32; Jiang, Haitao33; Xia, Ming33; Yan, Dayu33; Li, Yuhang33; Dong, Yitong33; Silva, Ivo34; Pendao, Cristiano34; Meneses, Filipe34; Nicolau, Maria Joao34; Costa, Antonio34; Moreira, Adriano34; De Cock, Cedric35; Plets, David35; Opiela, Miroslav36; Dzama, Jakub36; Zhang, Liqiang37; Li, Hu37; Chen, Boxuan37; Liu, Yu37; Yean, Seanglidet38; Lim, Bo Zhi38; Teo, Wei Jie38; Lee, Bu Sung38; Oh, Hong Lye38
2022-03-15
发表期刊IEEE SENSORS JOURNAL
ISSN1530-437X
卷号22期号:6页码:5011-5054
摘要Every year, for ten years now, the IPIN competition has aimed at evaluating real-world indoor localisation systems by testing them in a realistic environment, with realistic movement, using the EvAAL framework. The competition provided a unique overview of the state-of-the-art of systems, technologies, and methods for indoor positioning and navigation purposes. Through fair comparison of the performance achieved by each system, the competition was able to identify the most promising approaches and to pinpoint the most critical working conditions. In 2020, the competition included 5 diverse off-site off-site Tracks, each resembling real use cases and challenges for indoor positioning. The results in terms of participation and accuracy of the proposed systems have been encouraging. The best performing competitors obtained a third quartile of error of 1 m for the Smartphone Track and 0.5 m for the Foot-mounted IMU Track. While not running on physical systems, but only as algorithms, these results represent impressive achievements.
关键词Sensor phenomena and characterization Indoor navigation Testing Standards Satellite broadcasting Recurrent neural networks Received signal strength indicator Indoor positioning and navigation evaluation smartphone-based positioning foot-mounted IMU positioning in industrial scenarios and factories vehicle-positioning
DOI10.1109/JSEN.2021.3083149
收录类别SCI
语种英语
WOS研究方向Engineering ; Instruments & Instrumentation ; Physics
WOS类目Engineering, Electrical & Electronic ; Instruments & Instrumentation ; Physics, Applied
WOS记录号WOS:000770054800030
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
被引频次:43[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://119.78.100.204/handle/2XEOYT63/18931
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Torres-Sospedra, Joaquin; Crivello, Antonino
作者单位1.CNR, Informat Sci & Technol Inst, I-56124 Pisa, Italy
2.UBIK Geospatial Solut SL, Castellon de La Plana 12006, Spain
3.Univ Jaume 1, Inst New Imaging Technol, Castellon de La Plana 12006, Spain
4.Tampere Univ, Elect Engn Unit, Tampere 33100, Finland
5.Ctr Automat & Robot CSIC UPM, Arganda Del Rey 28500, Spain
6.Univ Oberta Catalunya, Fac Comp Sci Multimedia & Telecommun, Barcelona 08860, Spain
7.Univ Oberta Catalunya, Internet Interdisciplinary Inst IN3, Barcelona 08860, Spain
8.Univ Gustave Eiffel, IFSTTAR, AME GEOLOC, F-44344 Bouguenais, France
9.Natl Inst Adv Ind Sci & Technol, Tsukuba, Ibaraki 3058560, Japan
10.Univ Tsukuba, Dept Intelligent Interact Technol, Tsukuba, Ibaraki 3058573, Japan
11.Univ Tsukuba, Fac Engn Informat & Syst, Tsukuba, Ibaraki 3058573, Japan
12.Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China
13.Fraunhofer Inst Integrated Circuits IIS, D-90411 Nurnberg, Germany
14.Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430072, Peoples R China
15.Wuhan Univ, GNSS Res Ctr, Wuhan 430072, Peoples R China
16.Wuhan Univ, Collaborat Innovat Ctr Geospatial Technol, Wuhan 430072, Peoples R China
17.Nagoya Univ, Grad Sch Engn, Dept Informat & Commun Engn, Nagoya, Aichi 4648601, Japan
18.Yuan Ze Univ, Dept Elect Engn, Taoyuan 32003, Taiwan
19.MOST Joint Res Ctr AI Technol & All Vista Healthc, Taipei 10617, Taiwan
20.Natl Ilan Univ, Dept Elect Engn, Yilan 26047, Taiwan
21.UCL, Elect & Elect Engn Dept, London WC1E 7JE, England
22.Queen Mary Univ London, Elect Engn & Comp Sci Dept, London E1 4NS, England
23.Shenzhen Univ, Dept Res Inst Smart Cities, Shenzhen 518060, Peoples R China
24.Keio Univ, Fac Sci & Technol, Yokohama, Kanagawa 2238522, Japan
25.Nippon Elect Co Ltd NEC, Kawasaki, Kanagawa 2118666, Japan
26.Shenzhen Univ, Coll Civil & Transportat Engn, Shenzhen 518060, Peoples R China
27.Shenzhen Univ, Sch Architecture & Urban Planning, Shenzhen 518060, Peoples R China
28.Xiamen Univ, Dept Informat & Commun Engn, Xiamen 361005, Peoples R China
29.Beijing Univ Posts & Telecommun, Sch Artificial Intelligence, Beijing 100876, Peoples R China
30.Chinese Acad Sci, Inst Comp Technol, Beijing Key Lab Mobile Comp & Pervas Device, Beijing 100190, Peoples R China
31.Beijing Univ Posts & Telecommun, Natl Pilot Software Engn Sch, Sch Comp Sci, Beijing 100876, Peoples R China
32.Never Labs Europe, F-38240 Meylan, France
33.Beihang Univ, Sch Elect & Informat Engn, Beijing 100083, Peoples R China
34.Univ Minho, ALGORITMI Res Ctr, P-4800058 Guimaraes, Portugal
35.Univ Ghent, Dept Informat Technol, Imec WAVES Grp, B-9052 Ghent, Belgium
36.Pavol Jozef Safarik Univ Kosice, Inst Comp Sci, Fac Sci, Kosice 04001, Slovakia
37.Tianjin Univ, Sch Microelect, Tianjin 300072, Peoples R China
38.Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore
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Potorti, Francesco,Torres-Sospedra, Joaquin,Quezada-Gaibor, Darwin,et al. Off-Line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences From IPIN 2020 Competition[J]. IEEE SENSORS JOURNAL,2022,22(6):5011-5054.
APA Potorti, Francesco.,Torres-Sospedra, Joaquin.,Quezada-Gaibor, Darwin.,Jimenez, Antonio Ramon.,Seco, Fernando.,...&Oh, Hong Lye.(2022).Off-Line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences From IPIN 2020 Competition.IEEE SENSORS JOURNAL,22(6),5011-5054.
MLA Potorti, Francesco,et al."Off-Line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences From IPIN 2020 Competition".IEEE SENSORS JOURNAL 22.6(2022):5011-5054.
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