Unsupervised Learning Techniques for Trilateration: From Theory to Android APP Implementation
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2941657
Abstract: Because the characteristics of wireless propagation channels (especially indoor channels) are too diverse and complex, the distance estimation strategy of range-based positioning techniques should adaptively change depending on the environment. In this paper, we study… read more here.
Keywords: techniques trilateration; trilateration; unsupervised learning; proposed method ... See more keywords
Improved trilateration for indoor localization: Neural network and centroid-based approach
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Distributed Sensor Networks"
DOI: 10.1177/15501477211053997
Abstract: Location awareness is the key to success to many location-based services applications such as indoor navigation, elderly tracking, emergency management, and so on. Trilateration-based localization using received signal strength measurements is widely used in wireless… read more here.
Keywords: generalized regression; trilateration; centroid; localization ... See more keywords