دورية أكاديمية
Off-Line Evaluation of Mobile-Centric Indoor Positioning Systems: The Experiences from the 2017 IPIN Competition
| العنوان: | Off-Line Evaluation of Mobile-Centric Indoor Positioning Systems: The Experiences from the 2017 IPIN Competition |
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| المؤلفون: | Torres-Sospedra, Joaquín, Jiménez Ruiz, Antonio R., Moreira, Adriano, Lungenstrass, Tomás, Lu, Wei-Chung, Knauth, Stefan, Mendoza-Silva, Germán Martín, Seco Granja, Fernando, Pérez-Navarro, Antoni, João Nicolau, Maria, Costa, António, Meneses, Filipe, Farina, Joaquín, Morales, Juan Pablo, Lu, Wen-Chen, Cheng, Ho-Ti, Yang, Shi-Shen, Fang, Shih-Hau, Chien, Ying-Ren, Tsao, Yu |
| المساهمون: | Ministerio de Economía, Industria y Competitividad (España) |
| بيانات النشر: | Molecular Diversity Preservation International |
| سنة النشر: | 2018 |
| المجموعة: | Digital.CSIC (Consejo Superior de Investigaciones Científicas / Spanish National Research Council) |
| مصطلحات موضوعية: | indoor positioning and navigation, Wi-Fi fingerprinting, sensor fusion, Competitions, Benchmarking |
| الوصف: | The development of indoor positioning solutions using smartphones is a growing activity with an enormous potential for everyday life and professional applications. The research activities on this topic concentrate on the development of new positioning solutions that are tested in specific environments under their own evaluation metrics. To explore the real positioning quality of smartphone-based solutions and their capabilities for seamlessly adapting to different scenarios, it is needed to find fair evaluation frameworks. The design of competitions using extensive pre-recorded datasets is a valid way to generate open data for comparing the different solutions created by research teams. In this paper, we discuss the details of the 2017 IPIN indoor localization competition, the different datasets created, the teams participating in the event, and the results they obtained. We compare these results with other competition-based approaches (Microsoft and Perf-loc) and on-line evaluation web sites. The lessons learned by organising these competitions and the benefits for the community are addressed along the paper. Our analysis paves the way for future developments on the standardization of evaluations and for creating a widely-adopted benchmark strategy for researchers and companies in the field. ; We would like to thank Topcon Corporation for sponsoring the competition track with an award for the winning team. We are also grateful to Francesco Potortì, Sangjoon Park, Hideo Makino, Nobuo Kawaguchi, Takeshi Kurata and Jesús Ureña for their invaluable help in organizing and promoting the IPIN competition and conference. Many thanks to Raúl Montoliu, Emilio Sansano, Marina Granel and Luis Alisandra for collecting the databases in the UJITI building. Parts of this work were carried out with the financial support received from projects and grants: REPNIN network (TEC2015-71426-REDT), LORIS (TIN2012-38080-C04-04), TARSIUS (TIN2015-71564-C4-2-R (MINECO/FEDER)), SmartLoc (CSIC-PIE Ref.201450E011), “Metodologías avanzadas ... |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | unknown |
| تدمد: | 1424-8220 |
| العلاقة: | #PLACEHOLDER_PARENT_METADATA_VALUE#; MINECO/TIN2015/71564-C4-2-R (Tarsius); Publisher's version; Sí; Sensors 18: 487 (2018); http://hdl.handle.net/10261/170687Test; http://dx.doi.org/10.13039/501100010198Test |
| DOI: | 10.3390/s18020487 |
| DOI: | 10.13039/501100010198 |
| الإتاحة: | https://doi.org/10.3390/s18020487Test https://doi.org/10.13039/501100010198Test http://hdl.handle.net/10261/170687Test |
| حقوق: | open |
| رقم الانضمام: | edsbas.F834D072 |
| قاعدة البيانات: | BASE |
Full Text Finder | تدمد: | 14248220 |
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| DOI: | 10.3390/s18020487 |