Gaussian process regression for fingerprinting based localization

Gaussian process regression for fingerprinting based localization

In this paper, Gaussian process regression (GPR) for fingerprinting based localization is presented. In contrast to general regression techniques, the GPR not only infers the posterior received signal strength (RSS) mean but also the variance at each fingerprint location. The GPR does take into acco...

Podrobná bibliografie
Hlavní autoři:	Kumar, S, Hegde, RM, Trigoni, N
Médium:	Journal article
Jazyk:	English
Vydáno:	Elsevier 2016

Podobné jednotky

Lightweight Workload Fingerprinting Localization Using Affinity Propagation Clustering and Gaussian Process Regression
Autor: Santosh Subedi, a další
Vydáno: (2018-12-01)

An Adaptive Bluetooth/Wi-Fi Fingerprint Positioning Method based on Gaussian Process Regression and Relative Distance
Autor: Hongji Cao, a další
Vydáno: (2019-06-01)

Fingerprint Positioning Method for Dual-Band Wi-Fi Based on Gaussian Process Regression and K-Nearest Neighbor
Autor: Hongji Cao, a další
Vydáno: (2021-10-01)

Gaussian process on regression
Autor: Lee, Kenneth Jing Wei
Vydáno: (2023)

Regression-Based Estimation of Individual Errors in Fingerprinting Localization
Autor: Filip Lemic, a další
Vydáno: (2019-01-01)

Gaussian Process Regression Model for Damage Localization in Plates Based on Modal Data
Autor: Seyed Sina Kourehli
Vydáno: (2022-05-01)

Revisiting Gaussian Process Regression Modeling for Localization in Wireless Sensor Networks
Autor: Philipp Richter, a další
Vydáno: (2015-09-01)

Localization Reliability Improvement Using Deep Gaussian Process Regression Model
Autor: Fei Teng, a další
Vydáno: (2018-11-01)

Gaussian-process-regression-based method for the localization of exceptional points in complex resonance spectra
Autor: Patrick Egenlauf, a další
Vydáno: (2024-01-01)

Nonparametric Modeling and Control of Ship Steering Motion Based on Local Gaussian Process Regression
Autor: Zi-Lu Ouyang, a další
Vydáno: (2023-11-01)

Uniform Local Binary Pattern for Fingerprint Liveness Detection in the Gaussian Pyramid
Autor: Yujia Jiang, a další
Vydáno: (2018-01-01)

Gaussian process regression‐based load forecasting model
Autor: Anamika Yadav, a další
Vydáno: (2024-03-01)

Wireless Indoor Localization Using Convolutional Neural Network and Gaussian Process Regression
Autor: Guolong Zhang, a další
Vydáno: (2019-05-01)

Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources
Autor: Christopher G. Albert, a další
Vydáno: (2020-01-01)

Gaussian Process Regression for Single-Channel Sound Source Localization System Based on Homomorphic Deconvolution
Autor: Keonwook Kim, a další
Vydáno: (2023-01-01)

Thermal matching using Gaussian process regression
Autor: Pearce, R, a další
Vydáno: (2020)

Consistency of Gaussian process regression in metric spaces
Autor: Koepernik, P, a další
Vydáno: (2021)

Gaussian Process Regression for Astronomical Time Series
Autor: Aigrain, S, a další
Vydáno: (2023)

Remarks on multi-output Gaussian process regression
Autor: Liu, Haitao, a další
Vydáno: (2020)

Gaussian Process Regression with Soft Equality Constraints
Autor: Didem Kochan, a další
Vydáno: (2025-01-01)

Rectangularization of Gaussian process regression for optimization of hyperparameters
Autor: Sergei Manzhos, a další
Vydáno: (2023-09-01)

Lossy compression of observations for Gaussian process regression
Autor: Visser Emile, a další
Vydáno: (2022-01-01)

Humanoid environmental perception with Gaussian process regression
Autor: Dingsheng Luo, a další
Vydáno: (2016-11-01)

Gaussian process regression analysis for functional data /
Autor: 526449 Shi, Jian Qing, a další
Vydáno: (c201)

Multivariate Interpolation of Wind Field Based on Gaussian Process Regression
Autor: Miao Feng, a další
Vydáno: (2018-05-01)

Link quality prediction model based on Gaussian process regression
Autor: Jian SHU, a další
Vydáno: (2018-07-01)

Link quality prediction model based on Gaussian process regression
Autor: Jian SHU, a další
Vydáno: (2018-07-01)

Robust Received Signal Strength Indicator (RSSI)-Based Multitarget Localization via Gaussian Process Regression
Autor: Niclas Fuhrling, a další
Vydáno: (2023-01-01)

Enhanced Indoor Localization Based BLE Using Gaussian Process Regression and Improved Weighted kNN
Autor: Dai Duong Nguyen, a další
Vydáno: (2021-01-01)

Stiffness estimation of planar spiral spring based on Gaussian process regression
Autor: Jingjing Liu, a další
Vydáno: (2022-07-01)

Modal parameters prediction for robotic milling based on Gaussian process regression
Autor: WAN Min, a další
Vydáno: (2024-12-01)

Nonlinear Channel Equalization based on Gaussian Processes for Regression in Fiber Link
Autor: WU Biao, a další
Vydáno: (2022-12-01)

Nonlinear Channel Equalization based on Gaussian Processes for Regression in Fiber Link
Autor: Biao WU, a další
Vydáno: (2022-12-01)

Engine Emission Prediction Based on Extrapolated Gaussian Process Regression Method
Autor: WANG Ziyao, GUO Fengxiang, CHEN Li
Vydáno: (2022-05-01)

Large-scale heteroscedastic regression via Gaussian process
Autor: Liu, Haitao, a další
Vydáno: (2022)

Benchmarking of quantum fidelity kernels for Gaussian process regression
Autor: Xuyang Guo, a další
Vydáno: (2024-01-01)

Barrier distribution extraction via Gaussian process regression
Autor: Godbey Kyle
Vydáno: (2024-01-01)

Efficient ensemble uncertainty estimation in Gaussian processes regression
Autor: Mads-Peter Verner Christiansen, a další
Vydáno: (2024-01-01)

mgpr: An R package for multivariate Gaussian process regression
Autor: Petri Varvia, a další
Vydáno: (2023-12-01)

The pitfalls of using Gaussian Process Regression for normative modeling.
Autor: Bohan Xu, a další
Vydáno: (2021-01-01)