Published July 11, 2018 | Version v1

A Survey of Enabling Technologies for Network Localization, Tracking, and Navigation

  • 1. KIOS Center of Excellence, University of Cyprus
  • 2. Algoritmi Research Centre, University of Minho
  • 3. Department of Electronic Engineering, Hanyang University
  • 4. Navigation R&D Division, Korea Aerospace Research Institute
  • 5. Enterprise Indoor Positioning Solutions, HERE
  • 6. Department of Network and Systems Engineering, KTH Royal Institute of Technology

Description

Location information for events, assets, and individuals, mostly focusing on two dimensions so far, has triggered a multitude of applications across different verticals, such as consumer, networking, industrial, health care, public safety, and emergency response use cases. To fully exploit the potential of location awareness and enable new advanced location-based services, localization algorithms need to be combined with complementary technologies including accurate height estimation, i.e., three dimensional location, reliable user mobility classification, and efficient indoor mapping solutions. This survey provides a comprehensive review of such enabling technologies. In particular, we present cellular localization systems including recent results on 5G localization, and solutions based on Wireless Local Area Networks (WLAN), highlighting those that are capable of computing 3D location in multi-floor indoor environments. We overview range-free localization schemes, which have been traditionally explored in Wireless Sensor Networks (WSN) and are nowadays gaining attention for several envisioned Internet of Things (IoT) applications. We also present user mobility estimation techniques, particularly those applicable in cellular networks, that can improve localization and tracking accuracy. Regarding the mapping of physical space inside buildings for aiding tracking and navigation applications, we study recent advances and focus on smartphone-based indoor Simultaneous Localization and Mapping (SLAM) approaches. The survey concludes with service availability and system scalability considerations, as well as security and privacy concerns in location architectures, discusses the technology roadmap, and identifies future research directions.

Notes

© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. Laoudias, Christos, Moreira, Adriano, Kim, Sunwoo, Lee, Sangwoo, Wirola, Lauri, & Fischione, Carlo. (2018). A Survey of Enabling Technologies for Network Localization, Tracking, and Navigation. IEEE Communications Surveys & Tutorials. http://doi.org/10.1109/COMST.2018.2855063 https://www.ieee.org/publications/rights/rights-policies.html

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Related works

Is previous version of
10.1109/COMST.2018.2855063 (DOI)

Funding

European Commission
KIOS CoE - KIOS Research and Innovation Centre of Excellence 739551