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...
Հիմնական հեղինակներ: | Kumar, S, Hegde, RM, Trigoni, N |
---|---|
Ձևաչափ: | Journal article |
Լեզու: | English |
Հրապարակվել է: |
Elsevier
2016
|
Նմանատիպ նյութեր
-
Lightweight Workload Fingerprinting Localization Using Affinity Propagation Clustering and Gaussian Process Regression
: Santosh Subedi, և այլն
Հրապարակվել է: (2018-12-01) -
An Adaptive Bluetooth/Wi-Fi Fingerprint Positioning Method based on Gaussian Process Regression and Relative Distance
: Hongji Cao, և այլն
Հրապարակվել է: (2019-06-01) -
Fingerprint Positioning Method for Dual-Band Wi-Fi Based on Gaussian Process Regression and K-Nearest Neighbor
: Hongji Cao, և այլն
Հրապարակվել է: (2021-10-01) -
Gaussian process on regression
: Lee, Kenneth Jing Wei
Հրապարակվել է: (2023) -
Regression-Based Estimation of Individual Errors in Fingerprinting Localization
: Filip Lemic, և այլն
Հրապարակվել է: (2019-01-01)