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A Spatial-Temporal Positioning Algorithm Using Residual Network and LSTM
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 11, 页码: 9251-9261
作者:
Wang, Rongrong
;
Luo, Haiyong
;
Wang, Qu
;
Li, Zhaohui
;
Zhao, Fang
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2020/12/10
Wireless fidelity
Feature extraction
Fingerprint recognition
Residual neural networks
Deep learning
Robustness
Degradation
Convolutional neural network (CNN)
indoor positioning
long short-term memory (LSTM)
residual network
spatial-temporal
Accurate Indoor Positioning Using Temporal-Spatial Constraints Based on Wi-Fi Fine Time Measurements
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 11, 页码: 11006-11019
作者:
Shao, Wenhua
;
Luo, Haiyong
;
Zhao, Fang
;
Tian, Hui
;
Yan, Shuo
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2021/12/01
Distance measurement
Wireless fidelity
Estimation
Fingerprint recognition
Position measurement
Antenna arrays
MIMO communication
Fine time measurements (FTMs)
IEEE 80211mc-2016
indoor positioning
Internet of Things
Wi-Fi positioning
Multi-Objective Three-Dimensional DV-Hop Localization Algorithm With NSGA-II
期刊论文
IEEE SENSORS JOURNAL, 2019, 卷号: 19, 期号: 21, 页码: 10003-10015
作者:
Cai, Xingjuan
;
Wang, Penghong
;
Du, Lei
;
Cui, Zhihua
;
Zhang, Wensheng
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/03/30
Wireless sensor networks (WSNs)
3DDV-Hop algorithm
multi-objective positioning model
N2-3DDV-Hop
Virtual Antenna Array and Fractional Fourier Transform-Based TOA Estimation for Wireless Positioning.
期刊论文
Sensors, 2019, 卷号: 19
作者:
Chen Zhigang
;
Wang Lei
;
Zhang Mengya
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2019/11/19
channel frequency responses (CFRs)
fractional fourier transform (FRFT)
wireless positioning
virtual antenna array
time-of-arrival (TOA) estimation
Cellular Base Station Assisted Indoor Positioning
期刊论文
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2019, 卷号: 55, 页码: 592-606
作者:
Li, Xiukui
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2019/12/02
Base stations
Indoor positioning systems
Kalman filters
Mobile telecommunication systems
Navigation
Position measurement
Pulse shaping
Receivers (containers)
Satellites
Signal receivers
Telecommunication repeaters, Cellular base stations
Global Navigation Satellite Systems
Indoor environment
Indoor positioning
Near-far problem
Positioning accuracy
Satellite broadcasting
Wireless fidelities, Global positioning system
Machine learning and its applications in wireless communications
期刊论文
Lecture Notes in Electrical Engineering, 2019, 卷号: 463, 页码: 2429-2436
作者:
Lv, J.
;
Na, Z.
;
Liu, X.
;
Deng, Z.
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/12/02
Backpropagation algorithms
Cognitive radio
Cognitive systems
Indoor positioning systems
Learning systems
Neural networks
Wireless telecommunication systems, Clustering
Cognitive radio network
Cognitive radio networks (CRNs)
Error back propagation
Indoor positioning
Mathematical formulation
Typical application
Wireless communications, Signal processing
WLAN indoor positioning based on D-LDA feature extraction algorithm
期刊论文
Lecture Notes in Electrical Engineering, 2019, 卷号: 463, 页码: 2779-2787
作者:
Yu, J.
;
Deng, Z.
;
Liu, X.
;
Chen, J.
;
Na, Z.
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2019/12/02
Database systems
Discriminant analysis
Eigenvalues and eigenfunctions
Extraction
Feature extraction
Indoor positioning systems
Maximum likelihood
Nearest neighbor search
Wireless local area networks (WLAN), Direct linear discriminant analysis
Feature database
Feature extraction algorithms
Localization algorithm
Positioning accuracy
Weighted k-nearest neighbors
WLAN
Wlan indoor positioning, Signal processing
A Posture Recognition Method Based on Indoor Positioning Technology.
期刊论文
Sensors (Basel, Switzerland), 2019, 卷号: Vol.19 No.6
作者:
Zelin Hu
;
Jian Jin
;
Xiaoping Huang
;
Fei Wang
;
Jian Zhang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/04/24
Kalman filtering
indoor positioning
multi-sensor combination
posture recognition
wireless body area network
Experimental Analysis on Weight ${K}$ -Nearest Neighbor Indoor Fingerprint Positioning
期刊论文
IEEE Internet of Things Journal, 2019, 卷号: Vol.6 No.1, 页码: 891-897
作者:
Jiusong Hu
;
Dawei Liu
;
Zhi Yan
;
Hongli Liu
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2019/12/13
Wireless fidelity
Heuristic algorithms
Internet of Things
Buildings
Global Positioning System
Hardware
Fingerprint recognition
Fingerprint
indoor location
weighted K-nearest neighbor (WKNN)
WiFi
WallSense: Device-Free Indoor Localization Using Wall-Mounted UHF RFID Tags.
期刊论文
Sensors, 2019, 卷号: Vol.19 No.1, 页码: 68
作者:
Ma, Liang
;
Liu, Meng
;
Wang, Hongjun
;
Yang, Yang
;
Wang, Na
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/17
RADIO
frequency
identification
systems
*WIRELESS
sensor
networks
*GLOBAL
Positioning
System
*DATA
extraction
*EXPERIMENTS
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