Indoor space classification using cascaded LSTM

RK Yadav, B Bhattarai, L Jiao… - 2020 15th IEEE …, 2020 - ieeexplore.ieee.org
Indoor space classification is an important part of localization that helps in precise location
extraction, which has been extensively utilized in industrial and domestic domain. There are …

[PDF][PDF] Indoor Position and Movement Direction Estimation System Using DNN on BLE Beacon RSSI Fingerprints

K Echizenya, K Kondo - Adv. Sci. Tech. Eng. Sys. J, 2022 - academia.edu
In this paper, we propose a highly accurate indoor position and direction estimation system
using a simple fully connected deep neural network (DNN) model on Bluetooth Low Energy …

BLE 기반 실내위치 측위 개선 위한 AI 적용과 성능 평가

이찬형, 고기찬, 김정곤 - 한국통신학회 학술대회논문집, 2022 - dbpia.co.kr
본 논문에서는 점차 대형화되고 복잡해지는 실내공간의 변화 추이에 따라 증가하는 미아
발생에 대한 우려와 사회적 관심에 발맞추어, 실내 위치 측위 시스템을 설계하고 구현하기 위해 …

Gradual Shrinkage of Feature Space using ANOVA for WiFi-based Indoor Localization

S Maitra, RH Munia, A Rab… - 2020 23rd International …, 2020 - ieeexplore.ieee.org
It is high time researchers realized the potential of statistical inference in setting expectations
from features in prioritizing them. In this age of fanatic developments in artificial intelligence …