Xiansheng Guo

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 46

Top Topics

Transfer Learning

Signal Strength

Expectation Maximization

Top Venues

IEEE Internet Things J.

IEEE Trans. Veh. Technol.

Publications

Jian Huang, Xiansheng Guo
A Novel Method of UAV-Assisted Trajectory Localization for Forestry Environments. Sensors 24 (11) (2024)
Haonan Si, Xiansheng Guo, Nirwan Ansari
Multi-Agent Interactive Localization: A Positive Transfer Learning Perspective. IEEE Trans. Cogn. Commun. Netw. 10 (2) (2024)
Haonan Si, Xiansheng Guo, Nirwan Ansari, Cheng Chen, Linfu Duan, Jian Huang
Environment-Aware Positioning by Leveraging Unlabeled Crowdsourcing Data. IEEE Internet Things J. 11 (9) (2024)
Yukun Zhang, Xiansheng Guo, Henry Leung, Lin Li
Cross-task and cross-domain SAR target recognition: A meta-transfer learning approach. Pattern Recognit. 138 (2023)
Shuang Qin, Xiansheng Guo
IoT Edge-Computing-Enabled Efficient Localization via Robust Optimal Estimation. IEEE Internet Things J. 10 (1) (2023)
Yukun Zhang, Xiansheng Guo, Henry Leung, Lin Li
Transfer Learning with Shared and Specific Structures for SAR Target Recognition. IGARSS (2022)
Hailu Tesfay Gidey, Xiansheng Guo, Ke Zhong, Lin Li, Yukun Zhang
OHetTLAL: An Online Transfer Learning Method for Fingerprint-Based Indoor Positioning. Sensors 22 (23) (2022)
Hailu Tesfay Gidey, Xiansheng Guo, Lin Li, Yukun Zhang
Heterogeneous Transfer Learning for Wi-Fi Indoor Positioning Based Hybrid Feature Selection. Sensors 22 (15) (2022)
Hailu Tesfay Gidey, Xiansheng Guo, Ke Zhong, Lin Li, Yukun Zhang
Data Fusion Methods for Indoor Positioning Systems Based on Channel State Information Fingerprinting. Sensors 22 (22) (2022)
Yukun Zhang, Xiansheng Guo, Lin Li, Nirwan Ansari
Deep knowledge integration of heterogeneous features for domain adaptive SAR target recognition. Pattern Recognit. 126 (2022)
Shuang Qin, Xiansheng Guo
Robust Source Positioning Method With Accurate and Simplified Worst-Case Approximation. IEEE Trans. Veh. Technol. 71 (2) (2022)
Jian Huang, Haonan Si, Xiansheng Guo, Ke Zhong
Co-Occurrence Fingerprint Data-Based Heterogeneous Transfer Learning Framework for Indoor Positioning. Sensors 22 (23) (2022)
Lin Li, Xiansheng Guo, Yukun Zhang, Nirwan Ansari, Huiyong Li
Long Short-Term Indoor Positioning System via Evolving Knowledge Transfer. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Yukun Zhang, Xiansheng Guo, Haohao Ren, Lin Li
Multi-view classification with semi-supervised learning for SAR target recognition. Signal Process. 183 (2021)
Feng Pan, Xiansheng Guo, Shengwang Pan
Online Detecting of Inter-Turn Short-Circuit in Generator Rotor Winding Relying on ν-SVR Machine. Int. J. Pattern Recognit. Artif. Intell. 35 (9) (2021)
Feng Pan, Donglin Tang, Xiansheng Guo, Shengwang Pan
Defect Identification of Pipeline Ultrasonic Inspection Based on Multi-Feature Fusion and Multi-Criteria Feature Evaluation. Int. J. Pattern Recognit. Artif. Intell. 35 (11) (2021)
Lin Li, Xiansheng Guo, Mengxue Zhao, Huiyong Li, Nirwan Ansari
TransLoc: A Heterogeneous Knowledge Transfer Framework for Fingerprint-Based Indoor Localization. IEEE Trans. Wirel. Commun. 20 (6) (2021)
Yukun Zhang, Xiansheng Guo, Haohao Ren, Qun Wan, Xiaofeng Shen
Multi-View Fusion Based on Expectation Maximization for SAR Target Recognition. IGARSS (2020)
Xiansheng Guo, Nirwan Ansari, Lin Li, Linfu Duan
A Hybrid Positioning System for Location-Based Services: Design and Implementation. IEEE Commun. Mag. 58 (5) (2020)
Xiansheng Guo, Nkrow Raphael Elikplim, Nirwan Ansari, Lin Li, Lei Wang
Robust WiFi Localization by Fusing Derivative Fingerprints of RSS and Multiple Classifiers. IEEE Trans. Ind. Informatics 16 (5) (2020)
Yajie Song, Xiansheng Guo
An Adaptive and Robust Model for WiFi-based Localization. ACM TUR-C (2020)
Xiansheng Guo, Nirwan Ansari, Fangzi Hu, Yuan Shao, Nkrow Raphael Elikplim, Lin Li
A Survey on Fusion-Based Indoor Positioning. IEEE Commun. Surv. Tutorials 22 (1) (2020)
Lin Li, Xiansheng Guo, Nirwan Ansari
SmartLoc: Smart Wireless Indoor Localization Empowered by Machine Learning. IEEE Trans. Ind. Electron. 67 (8) (2020)
Qun Wan, Jingcheng Qi, Qiang Yan, Lin Zou, Xiansheng Guo
Lecture Notes on the Relationship between the Power Spectrum Estimated by MVDR and CBF. TALE (2019)
Lei Wang, Yuan Shao, Xiansheng Guo
An Adaptive Localization Approach Based on Deep Adaptation Networks. ICCAIS (2019)
Lin Li, Xiansheng Guo, Nirwan Ansari, Huiyong Li
A Hybrid Fingerprint Quality Evaluation Model for WiFi Localization. IEEE Internet Things J. 6 (6) (2019)
Xiansheng Guo, Lei Wang, Lin Li, Nirwan Ansari
Transferred Knowledge Aided Positioning via Global and Local Structural Consistency Constraints. IEEE Access 7 (2019)
Yuan Shao, Lin Li, Xiansheng Guo
A semi-supervised deep learning approach towards localization of crowdsourced data. ACM TUR-C (2019)
Xiansheng Guo, Lin Li, Feng Xu, Nirwan Ansari
Expectation Maximization Indoor Localization Utilizing Supporting Set for Internet of Things. IEEE Internet Things J. 6 (2) (2019)
Xiansheng Guo, Shilin Zhu, Lin Li, Fangzi Hu, Nirwan Ansari
Accurate WiFi Localization by Unsupervised Fusion of Extended Candidate Location Set. IEEE Internet Things J. 6 (2) (2019)
Xiansheng Guo, Fangzi Hu, Nkrow Raphael Elikplim, Lin Li
Indoor Localization Using Visible Light via Two-Layer Fusion Network. IEEE Access 7 (2019)
Yuan Shao, Lei Wang, Xiansheng Guo
A Semi-supervised Naive Bayesian Method for Labeling Heterogeneous Fingerprints. ICCAIS (2019)
Huajun Shen, Xiansheng Guo, Huiyong Li
Improved Smartphone-based PDR Localization for Arbitrary Placement. ICCAIS (2019)
Xiansheng Guo, Lei Chu, Nirwan Ansari
Joint localization of multiple sources from incomplete noisy Euclidean distance matrix in wireless networks. Comput. Commun. 122 (2018)
Xiansheng Guo, Lin Li, Nirwan Ansari, Bin Liao
Accurate WiFi Localization by Fusing a Group of Fingerprints via a Global Fusion Profile. IEEE Trans. Veh. Technol. 67 (8) (2018)
Lin Li, Xiansheng Guo, Feng Xu, Fangzi Hu
An Accurate and Calibration-free Approach for RSS-based WiFi Localization. DSL (2018)
Feng Xu, Linfu Duan, Xiansheng Guo, Lin Li, Fangzi Hu
Multiple Classifiers Global Dynamic Fusion Location System based on WiFi and Geomagnetism. DSL (2018)
Xiansheng Guo, Lin Li, Nirwan Ansari, Bin Liao
Knowledge Aided Adaptive Localization via Global Fusion Profile. IEEE Internet Things J. 5 (2) (2018)
Jing Zou, Xiansheng Guo, Lin Li, Shilin Zhu, Xu Feng
Deep Regression Model for Received Signal Strength based WiFi Localization. DSL (2018)
Huiping Huang, Bin Liao, Xiansheng Guo, Jianjun Huang
DOA estimation of rectilinear signals with a partly calibrated uniform linear array. Signal Process. 147 (2018)
Xiansheng Guo, Nirwan Ansari, Lin Li, Huiyong Li
Indoor Localization by Fusing a Group of Fingerprints Based on Random Forests. IEEE Internet Things J. 5 (6) (2018)
Huiping Huang, Bin Liao, Xiaoye Wang, Xiansheng Guo, Jianjun Huang
A New Nested Array Configuration With Increased Degrees of Freedom. IEEE Access 6 (2018)
Xiansheng Guo, Nirwan Ansari
Localization by Fusing a Group of Fingerprints via Multiple Antennas in Indoor Environment. IEEE Trans. Veh. Technol. 66 (11) (2017)
Xiansheng Guo, Sihua Shao, Nirwan Ansari, Abdallah Khreishah
Indoor Localization Using Visible Light Via Fusion Of Multiple Classifiers. CoRR (2017)
Xiansheng Guo, Nirwan Ansari, Huiyong Li
Indoor Localization by Fusing a Group of Fingerprints Based on Random Forests. CoRR (2017)
Xiansheng Guo, Nirwan Ansari
Localization by Fusing a Group of Fingerprints via Multiple Antennas in Indoor Environment. CoRR (2016)
Xiansheng Guo, Lei Chu, Yiming Pi, Yuexian Zou
Two stages signal strength difference localization algorithm using SDP relaxation. DSP (2015)
Xiansheng Guo, Baocang Li, Lei Chu, Disong Wang
Near-field source localization in complex indoor environment using uniform circular array. ChinaSIP (2014)
Xiansheng Guo, Baogen Xu, Zhongchu Rao, Qun Wan, Zhengming Feng, Yijiang Shen
Low-Complexity Iterative Adaptive Linearly Constrained Minimum Variance Beamformer. Circuits Syst. Signal Process. 33 (3) (2014)
Lei Chu, Xiansheng Guo, Baocang Li, Yuan Zhang
Two-steps SSD based localization approach in unknown path loss model environment. ChinaSIP (2014)
Ou Ou, Hongbin Zhang, Guanjie Yu, Xiansheng Guo, Chuangyin Dang
control for time-delay fuzzy interconnected systems via fuzzy Lyapunov-Krasovskii functional. J. Intell. Fuzzy Syst. 26 (4) (2014)
Liangliang Zhang, Hongbin Zhang, Xiansheng Guo
Fuzzy-Model-Based Piecewise H∞ Decentralized Tracking Control of Discrete-Time Networked Nonlinear Interconnected Systems. ICONS (2013)
Hongbin Zhang, Liangliang Zhang, Heng Luo, Yang Wu, Xiansheng Guo
Observer-Based Control of Discrete-Time Fuzzy Positive Systems with Time Delays. ICONS (2013)
Xiansheng Guo, Qun Wan, Baogen Xu, Zhongchu Rao
A novel eliminating approach for spacial variability in indoor localization. ChinaSIP (2013)
Xiansheng Guo, Baogen Xu, Zhongchu Rao, Hongbin Zhang
Multiple Targets Localization Approach Based on Virtual Fingerprinting in Indoor Environment. ICONS (2013)
Xiansheng Guo, Qun Wan, Chunqi Chang, Edmund Y. Lam
Source localization using a sparse representation framework to achieve superresolution. Multidimens. Syst. Signal Process. 21 (4) (2010)
Xiansheng Guo, Qun Wan, Wan-Lin Yang, Xuemei Lei
Low-complexity 2D coherently distributed sources decoupled DOAs estimation method. Sci. China Ser. F Inf. Sci. 52 (5) (2009)
Xiansheng Guo, Qun Wan, Chunqi Chang, Edmund Y. Lam
An Improved Direction-of-arrival Estimation via Phase Information of Sparse Solution. ISCAS (2009)