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A Survey of Indoor Localization Systems in Multi-Floor Environments
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Research in indoor localization has received increasing focus recently
due to the various applications location-based services can provide,
such as use cases in
emergency response
,
health care
,
targeted marketing
, and
assets tracking
. Extending indoor
localization to multi
-
floor environments with accurate
floor or height estimation helps exploit
localization services more fully. However, the literature lacks an
up-to-date survey that thoroughly discusses indoor localization in the
multi-floor setting. This survey provides an exhaustive review of these
systems to provide insights for further research toward better
localization systems. We give a detailed description of the different
indoor localization technologies such as WiFi, cellular, and various
sensors, used with techniques such as fingerprinting and Pedestrian Dead
Reckoning (PDR), underlining their use in the 3D context of multi-story
environments. Moreover, we review several existing systems, highlighting
their approaches’ strengths and limitations. The survey’s primary focus
is systems addressing the localization of users and their devices. We
also overview different metrics used in evaluating the systems, such as
localization accuracy, deployment cost, scalability, robustness,
generalizability, ubiquity, and energy efficiency. Furthermore, we
discuss various challenges in localization, highlighting those that
arise with multi-floor scenarios and indicating directions for further
research.
No data was collected for this work.
Institute of Electrical and Electronics Engineers (IEEE)
Title: A Survey of Indoor Localization Systems in Multi-Floor Environments
Description:
Research in indoor localization has received increasing focus recently
due to the various applications location-based services can provide,
such as use cases in
emergency response
,
health care
,
targeted marketing
, and
assets tracking
.
Extending indoor
localization to multi
-
floor environments with accurate
floor or height estimation helps exploit
localization services more fully.
However, the literature lacks an
up-to-date survey that thoroughly discusses indoor localization in the
multi-floor setting.
This survey provides an exhaustive review of these
systems to provide insights for further research toward better
localization systems.
We give a detailed description of the different
indoor localization technologies such as WiFi, cellular, and various
sensors, used with techniques such as fingerprinting and Pedestrian Dead
Reckoning (PDR), underlining their use in the 3D context of multi-story
environments.
Moreover, we review several existing systems, highlighting
their approaches’ strengths and limitations.
The survey’s primary focus
is systems addressing the localization of users and their devices.
We
also overview different metrics used in evaluating the systems, such as
localization accuracy, deployment cost, scalability, robustness,
generalizability, ubiquity, and energy efficiency.
Furthermore, we
discuss various challenges in localization, highlighting those that
arise with multi-floor scenarios and indicating directions for further
research.
No data was collected for this work.
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