Cargando…

Adaptive Multi-Type Fingerprint Indoor Positioning and Localization Method Based on Multi-Task Learning and Weight Coefficients K-Nearest Neighbor

The complex indoor environment makes the use of received fingerprints unreliable as an indoor positioning and localization method based on fingerprint data. This paper proposes an adaptive multi-type fingerprint indoor positioning and localization method based on multi-task learning (MTL) and Weight...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yuan, Zhengwu, Zha, Xupeng, Zhang, Xiaojian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570491/ https://www.ncbi.nlm.nih.gov/pubmed/32967320 http://dx.doi.org/10.3390/s20185416

Ejemplares similares

Adaptive Residual Weighted K-Nearest Neighbor Fingerprint Positioning Algorithm Based on Visible Light Communication
por: Xu, Shiwu, et al.
Publicado: (2020)

Predicting subcellular localization of multisite proteins using differently weighted multi-label k-nearest neighbors sets
por: Jiang, Zhongting, et al.
Publicado: (2019)

An RFID Indoor Positioning Algorithm Based on Bayesian Probability and K-Nearest Neighbor
por: Xu, He, et al.
Publicado: (2017)

A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data
por: Kadir, Md. Eusha, et al.
Publicado: (2020)

Compressed kNN: K-Nearest Neighbors with Data Compression
por: Salvador–Meneses, Jaime, et al.
Publicado: (2019)

Gravity-Matching Algorithm Based on K-Nearest Neighbor
por: Gao, Shuaipeng, et al.
Publicado: (2022)

Lectures on the nearest neighbor method
por: Biau, Gérard, et al.
Publicado: (2015)

Single-cell and Spatial Transcriptomics Clustering with an Optimized Adaptive K-Nearest Neighbor Graph
por: Li, Jia, et al.
Publicado: (2023)

A k-nearest neighbor classification of hERG K(+) channel blockers
por: Chavan, Swapnil, et al.
Publicado: (2016)

Dimensionality reduction with unsupervised nearest neighbors
por: Kramer, Oliver
Publicado: (2013)

Deep Regression of Muon Energy with a K-Nearest Neighbor Algorithm
por: Dorigo, Tommaso, et al.
Publicado: (2022)

Using K-Nearest Neighbor Classification to Diagnose Abnormal Lung Sounds
por: Chen, Chin-Hsing, et al.
Publicado: (2015)

Distance-Constraint k-Nearest Neighbor Searching in Mobile Sensor Networks
por: Han, Yongkoo, et al.
Publicado: (2015)

The distance function effect on k-nearest neighbor classification for medical datasets
por: Hu, Li-Yu, et al.
Publicado: (2016)

The k conditional nearest neighbor algorithm for classification and class probability estimation
por: Gweon, Hyukjun, et al.
Publicado: (2019)

A new affinity matrix weighted k-nearest neighbors graph to improve spectral clustering accuracy
por: Ahmed, Muhammad Jamal, et al.
Publicado: (2021)

Kinetic Models for Topological Nearest-Neighbor Interactions
por: Blanchet, Adrien, et al.
Publicado: (2017)

Accumulative Quantization for Approximate Nearest Neighbor Search
por: Ai, Liefu, et al.
Publicado: (2022)

Classification of Parkinson’s disease utilizing multi-edit nearest-neighbor and ensemble learning algorithms with speech samples
por: Zhang, He-Hua, et al.
Publicado: (2016)

Privacy Preserving k-Nearest Neighbor for Medical Diagnosis in e-Health Cloud
por: Park, Jeongsu, et al.
Publicado: (2018)

Prediction of acid radical ion binding residues by K-nearest neighbors classifier
por: Liu, Liu, et al.
Publicado: (2019)

Analysis of Decision Tree and K-Nearest Neighbor Algorithm in the Classification of Breast Cancer
por: Rajaguru, Harikumar, et al.
Publicado: (2019)

Skin lesion classification system using a K-nearest neighbor algorithm
por: Hatem, Mustafa Qays
Publicado: (2022)

Privacy-Enhancing k-Nearest Neighbors Search over Mobile Social Networks †
por: Li, Yuxi, et al.
Publicado: (2021)

An Enhanced Quantum K-Nearest Neighbor Classification Algorithm Based on Polar Distance
por: Feng, Congcong, et al.
Publicado: (2023)

Detection of Android Malware in the Internet of Things through the K-Nearest Neighbor Algorithm
por: Babbar, Himanshi, et al.
Publicado: (2023)

Activity recognition in a smart home using local feature weighting and variants of nearest-neighbors classifiers
por: Fahad, Labiba Gillani, et al.
Publicado: (2020)

CNNAI: A Convolution Neural Network-Based Latent Fingerprint Matching Using the Combination of Nearest Neighbor Arrangement Indexing
por: Deshpande, Uttam U., et al.
Publicado: (2020)

Local Order in the Unfolded State: Conformational Biases and Nearest Neighbor Interactions
por: Toal, Siobhan, et al.
Publicado: (2014)

k-Nearest neighbor models for microarray gene expression analysis and clinical outcome prediction
por: Parry, R M, et al.
Publicado: (2010)

Using the K-Nearest Neighbor Algorithm for the Classification of Lymph Node Metastasis in Gastric Cancer
por: Li, Chao, et al.
Publicado: (2012)

Comparing distance metrics for rotation using the k-nearest neighbors algorithm for entropy estimation
por: Huggins, David J
Publicado: (2014)

Emotion recognition from multichannel EEG signals using K-nearest neighbor classification
por: Li, Mi, et al.
Publicado: (2018)

Multirate ECG Processing and k-Nearest Neighbor Classifier Based Efficient Arrhythmia Diagnosis
por: Qaisar, Saeed Mian, et al.
Publicado: (2020)

Bidirectional k-nearest neighbor spatial crowdsourcing allocation protocol based on edge computing
por: Zhang, Jing, et al.
Publicado: (2023)

Cervical cancer detection using K nearest neighbor imputer and stacked ensemble learningmodel
por: Chen, Xiaoyuan, et al.
Publicado: (2023)

Nearest-neighbor thermodynamics of deoxyinosine pairs in DNA duplexes
por: Watkins, Norman E., et al.
Publicado: (2005)

Approximate Nearest Neighbor Search by Residual Vector Quantization
por: Chen, Yongjian, et al.
Publicado: (2010)

Nearest-Neighbor Interactions and Their Influence on the Structural Aspects of Dipeptides
por: Das, Gunajyoti, et al.
Publicado: (2013)

Secure Nearest Neighbor Query on Crowd-Sensing Data
por: Cheng, Ke, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_hlru7ro30n7djtccksrc8iqsv6