Locomotion Activity Recognition Using Stacked Denoising Autoencoders

Fuqiang Gu, Kourosh Khoshelham, Shahrokh Valaee, +2

IEEE Internet of Things Journal

Wearable SystemEngineeringMachine LearningHuman Pose EstimationWearable Technology +17

Robust and Accurate Smartphone-Based Step Counting for Indoor Localization

Fuqiang Gu, Kourosh Khoshelham, Jianga Shang, +2

IEEE Sensors Journal

Gait AnalysisLocation TrackingPhysical ActivityEngineeringMeasurement +18

Accurate Step Length Estimation for Pedestrian Dead Reckoning Localization Using Stacked Autoencoders

Fuqiang Gu, Kourosh Khoshelham, Chunyang Yu, +1

IEEE Transactions on Instrumentation and Measurement

Location TrackingEngineeringMachine LearningLocation EstimationHuman Pose Estimation +15

NeuroSLAM: a brain-inspired SLAM system for 3D environments

Fangwen Yu, Jianga Shang, Youjian Hu, +1

Biological Cybernetics

CartographyEngineeringBrain-inspired Slam SystemOdometry3D Vision +7

An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples

Shi Ying, Bingming Wang, Lu Wang, +7

ACM Transactions on Knowledge Discovery from Data

Anomaly DetectionEngineeringData ScienceData MiningPattern Recognition +12

Improvement Schemes for Indoor Mobile Location Estimation: A Survey

Jianga Shang, Xuke Hu, Fuqiang Gu, +2

Mathematical Problems in Engineering

CartographyImprovement SchemesEngineeringLocation TrackingLocation Estimation +8

APFiLoc: An Infrastructure-Free Indoor Localization Method Fusing Smartphone Inertial Sensors, Landmarks and Map Information

Jianga Shang, Fuqiang Gu, Xuke Hu, +1

Sensors

Location TrackingEngineeringLocation EstimationSmart CityBiometrics +16

Improving Wi-Fi Indoor Positioning via AP Sets Similarity and Semi-Supervised Affinity Propagation Clustering

Xuke Hu, Jianga Shang, Fuqiang Gu, +1

International Journal of Distributed Sensor Networks

Wi-fi Indoor PositioningRf LocalizationEngineeringPattern RecognitionLocation Awareness +9

User-Independent Motion State Recognition Using Smartphone Sensors

Fuqiang Gu, Allison Kealy, Kourosh Khoshelham, +1

Sensors

Physical ActivityEngineeringBiometricsAccelerometerWearable Technology +18

Learning RSSI Feature via Ranking Model for Wi-Fi Fingerprinting Localization

Chen Pan, Jianga Shang, Fuqiang Gu

IEEE Transactions on Vehicular Technology

Wireless LocalizationRf LocalizationRssi FeatureMachine LearningData Science +13