Cargando…

Pedestrian Stride-Length Estimation Based on LSTM and Denoising Autoencoders

Accurate stride-length estimation is a fundamental component in numerous applications, such as pedestrian dead reckoning, gait analysis, and human activity recognition. The existing stride-length estimation algorithms work relatively well in cases of walking a straight line at normal speed, but thei...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Qu, Ye, Langlang, Luo, Haiyong, Men, Aidong, Zhao, Fang, Huang, Yan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412957/ https://www.ncbi.nlm.nih.gov/pubmed/30781668 http://dx.doi.org/10.3390/s19040840

Ejemplares similares

A Human Activity Recognition Algorithm Based on Stacking Denoising Autoencoder and LightGBM
por: Gao, Xile, et al.
Publicado: (2019)

Accurate Stride-Length Estimation Based on LT-StrideNet for Pedestrian Dead Reckoning Using a Shank-Mounted Sensor
por: Li, Yong, et al.
Publicado: (2023)

Adaptive Pedestrian Stride Estimation for Localization: From Multi-Gait Perspective
por: Huang, Chao, et al.
Publicado: (2022)

Pedestrian Localization with Stride-Wise Error Estimation and Compensation by Fusion of UWB and IMU Data
por: Hölzke, Fabian, et al.
Publicado: (2023)

Sparse Convolutional Denoising Autoencoders for Genotype Imputation
por: Chen, Junjie, et al.
Publicado: (2019)

An Infrastructure-Free Indoor Localization Algorithm for Smartphones
por: Wang, Qu, et al.
Publicado: (2018)

Denoising of Optics Measurements Using Autoencoder Neural Networks
por: Fol, Elena, et al.
Publicado: (2021)

Classification of Thyroid Nodules with Stacked Denoising Sparse Autoencoder
por: Li, Zexin, et al.
Publicado: (2020)

Cadence, Stride Rate and Stride Length during Triathlon Competition
por: LANDERS, GRANT J, et al.
Publicado: (2011)

Gait Stride Length Estimation Using Embedded Machine Learning
por: Verbiest, Joeri R., et al.
Publicado: (2023)

Adaptive Scheme of Denoising Autoencoder for Estimating Indoor Localization Based on RSSI Analytics in BLE Environment
por: Kim, Kyuri, et al.
Publicado: (2023)

Experimental Study on Transfer Learning in Denoising Autoencoders for Speech Enhancement
por: Coto-Jiménez, Marvin
Publicado: (2020)

Rapid, Reference-Free human genotype imputation with denoising autoencoders
por: Dias, Raquel, et al.
Publicado: (2022)

Comparison of Training Strategies for Autoencoder-Based Monochromatic Image Denoising
por: Jóźwik-Wabik, Piotr, et al.
Publicado: (2023)

Denoising Vanilla Autoencoder for RGB and GS Images with Gaussian Noise
por: Miranda-González, Armando Adrián, et al.
Publicado: (2023)

An AutoEncoder and LSTM-Based Traffic Flow Prediction Method
por: Wei, Wangyang, et al.
Publicado: (2019)

Variational-LSTM autoencoder to forecast the spread of coronavirus across the globe
por: Ibrahim, Mohamed R., et al.
Publicado: (2021)

Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising
por: Wang, Huidong, et al.
Publicado: (2023)

Fault Diagnosis of Permanent Magnet Synchronous Motor Based on Stacked Denoising Autoencoder
por: Xu, Xiaowei, et al.
Publicado: (2021)

Denoising Autoencoders and LSTM-Based Artificial Neural Networks Data Processing for Its Application to Internal Model Control in Industrial Environments—The Wastewater Treatment Plant Control Case
por: Pisa, Ivan, et al.
Publicado: (2020)

Attention Based CNN-ConvLSTM for Pedestrian Attribute Recognition
por: Li, Yang, et al.
Publicado: (2020)

Denoising Autoencoder-Based Feature Extraction to Robust SSVEP-Based BCIs
por: Chen, Yeou-Jiunn, et al.
Publicado: (2021)

Dual Autoencoder Network with Separable Convolutional Layers for Denoising and Deblurring Images
por: Solovyeva, Elena, et al.
Publicado: (2022)

Dual Residual Denoising Autoencoder with Channel Attention Mechanism for Modulation of Signals
por: Duan, Ruifeng, et al.
Publicado: (2023)

Prediction model of sparse autoencoder-based bidirectional LSTM for wastewater flow rate
por: Huang, Jianying, et al.
Publicado: (2022)

The Coupling of Stride Length and Foot Strike in Running
por: Thompson, Missy, et al.
Publicado: (2022)

Single-cell RNA-seq denoising using a deep count autoencoder
por: Eraslan, Gökcen, et al.
Publicado: (2019)

Association Analysis of Deep Genomic Features Extracted by Denoising Autoencoders in Breast Cancer
por: Liu, Qian, et al.
Publicado: (2019)

Detecting Anomalies of Satellite Power Subsystem via Stage-Training Denoising Autoencoders
por: Jin, Weihua, et al.
Publicado: (2019)

Leveraging Wearable Sensors for Human Daily Activity Recognition with Stacked Denoising Autoencoders
por: Ni, Qin, et al.
Publicado: (2020)

A Novel Fault Diagnosis Method for Denoising Autoencoder Assisted by Digital Twin
por: Cai, Wenan, et al.
Publicado: (2022)

EL-SLE: Efficient Learning Based Stride-Length Estimation Using a Smartphone
por: Shu, Mingcong, et al.
Publicado: (2022)

Survival prediction for patients with glioblastoma multiforme using a Cox proportional hazards denoising autoencoder network
por: Yan, Ting, et al.
Publicado: (2023)

Normative data on spontaneous stride velocity, stride length, and walking activity in a non-controlled environment
por: Poleur, Margaux, et al.
Publicado: (2021)

Sparsity-Penalized Stacked Denoising Autoencoders for Imputing Single-Cell RNA-seq Data
por: Chi, Weilai, et al.
Publicado: (2020)

Combining Denoising Autoencoders and Dynamic Programming for Acoustic Detection and Tracking of Underwater Moving Targets †
por: Testolin, Alberto, et al.
Publicado: (2020)

Denoising Autoencoder Normalization for Large-Scale Untargeted Metabolomics by Gas Chromatography–Mass Spectrometry
por: Zhang, Ying, et al.
Publicado: (2023)

Gait in Huntington’s disease and the stride length-cadence relationship
por: Danoudis, Mary, et al.
Publicado: (2014)

Uneven substrates constrain walking speed in ants through modulation of stride frequency more than stride length
por: Clifton, G. T., et al.
Publicado: (2020)

LSTM-Autoencoder for Vibration Anomaly Detection in Vertical Carousel Storage and Retrieval System (VCSRS)
por: Do, Jae Seok, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_c3lmu60ov9ji6b3vsibv0gs26f