Published December 24, 2021 | Version v1
Journal article Open

Cloud Platforms for Context-Adaptive Positioning and Localisation in GNSS-Denied Scenarios - A Systematic Review

  • 1. Universitat Jaume I - Spain, Tampere University - Finland
  • 2. Universidade do Minho
  • 3. Tampere University
  • 4. Universitat Jaume I

Description

Cloud Computing and Cloud Platforms have become an essential resource for businesses, due to their advanced capabilities, performance, and functionalities. Data redundancy, scalability, and security, are among the key features offered by cloud platforms. Location-Based Services (LBS) often exploit cloud platforms to host positioning and localisation systems. This paper introduces a systematic review of current positioning platforms for GNSS-denied scenarios. We have undertaken a comprehensive analysis of each component of the positioning and localisation systems, including techniques, protocols, standards, and cloud services used in the state-of-the-art deployments. Furthermore, this paper identifies the limitations of existing solutions, outlining shortcomings in areas that are rarely subjected to scrutiny in existing reviews of indoor positioning, such as computing paradigms, privacy, and fault tolerance. We then examine contributions in the areas of efficient computation, interoperability, positioning, and localisation. Finally, we provide a brief discussion concerning the challenges for cloud platforms based on GNSS-denied scenarios.

Notes

The authors gratefully acknowledge funding from European Union's H2020 Research and Innovation programme under the Marie Skłodowska-Curie grant agreements No. 813278 (A- WEAR) and No. 101023072 (ORIENTATE: Low-cost Reliable Indoor Positioning in Smart Factories); Ministerio de Ciencia, Innovación y Universidades (INSIGNIA, PTQ2018-009981).

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Additional details

Funding

A-WEAR – A network for dynamic WEarable Applications with pRivacy constraints 813278
European Commission
ORIENTATE – Low-cost Reliable Indoor Positioning in Smart Factories 101023072
European Commission