Xiansheng Guo

About Xiansheng Guo

Xiansheng Guo, With an exceptional h-index of 20 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Electronic Science and Technology of China, specializes in the field of Wireless localization, array signal processing, machine learning, transfer learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

TRAIL: A Three-step Robust Adversarial Indoor Localization Framework

Environment-Aware Positioning By Leveraging Unlabeled Crowdsourcing Data

Multi-agent interactive localization: a positive transfer learning perspective

Cross-task and cross-domain SAR target recognition: A meta-transfer learning approach

Co-Occurrence Fingerprint Data-Based Heterogeneous Transfer Learning Framework for Indoor Positioning

OHetTLAL: An Online Transfer Learning Method for Fingerprint-Based Indoor Positioning

Data fusion methods for indoor positioning systems based on channel state information fingerprinting

IoT edge-computing-enabled efficient localization via robust optimal estimation

Xiansheng Guo Information

University

Position

___

Citations(all)

1506

Citations(since 2020)

1235

Cited By

718

hIndex(all)

20

hIndex(since 2020)

18

i10Index(all)

33

i10Index(since 2020)

26

Email

University Profile Page

Google Scholar

Xiansheng Guo Skills & Research Interests

Wireless localization

array signal processing

machine learning

transfer learning

Top articles of Xiansheng Guo

TRAIL: A Three-step Robust Adversarial Indoor Localization Framework

IEEE Sensors Journal

2024/2/22

Environment-Aware Positioning By Leveraging Unlabeled Crowdsourcing Data

IEEE Internet of Things Journal

2024/1/17

Multi-agent interactive localization: a positive transfer learning perspective

IEEE Transactions on Cognitive Communications and Networking

2023/11/6

Xiansheng Guo
Xiansheng Guo

H-Index: 13

Nirwan Ansari
Nirwan Ansari

H-Index: 52

Cross-task and cross-domain SAR target recognition: A meta-transfer learning approach

Pattern Recognition

2023/6/1

Co-Occurrence Fingerprint Data-Based Heterogeneous Transfer Learning Framework for Indoor Positioning

Sensors

2022/11/24

Jian Huang
Jian Huang

H-Index: 15

Xiansheng Guo
Xiansheng Guo

H-Index: 13

OHetTLAL: An Online Transfer Learning Method for Fingerprint-Based Indoor Positioning

Sensors

2022/11/22

Data fusion methods for indoor positioning systems based on channel state information fingerprinting

Sensors

2022/11/11

IoT edge-computing-enabled efficient localization via robust optimal estimation

IEEE Internet of Things Journal

2022/8/19

Xiansheng Guo
Xiansheng Guo

H-Index: 13

Heterogeneous Transfer Learning for Wi-Fi Indoor Positioning Based Hybrid Feature Selection

Sensors

2022/8/4

Transfer Learning with Shared and Specific Structures for SAR Target Recognition

2022/7/17

Deep knowledge integration of heterogeneous features for domain adaptive SAR target recognition

Pattern Recognition

2022/6/1

Long short-term indoor positioning system via evolving knowledge transfer

IEEE Transactions on Wireless Communications

2022/1/19

Robust source positioning method with accurate and simplified worst-case approximation

IEEE Transactions on Vehicular Technology

2021/12/1

Xiansheng Guo
Xiansheng Guo

H-Index: 13

Defect identification of pipeline ultrasonic inspection based on multi-feature fusion and multi-criteria feature evaluation

International Journal of Pattern Recognition and Artificial Intelligence

2021/9/15

Online Detecting of Inter-Turn Short-Circuit in Generator Rotor Winding Relying on -SVR Machine

International Journal of Pattern Recognition and Artificial Intelligence

2021/7/27

Feng Pan
Feng Pan

H-Index: 11

Xiansheng Guo
Xiansheng Guo

H-Index: 13

Multi-view classification with semi-supervised learning for SAR target recognition

Signal Processing

2021/6/1

TransLoc: A heterogeneous knowledge transfer framework for fingerprint-based indoor localization

IEEE Transactions on Wireless Communications

2021/1/27

Multi-view fusion based on expectation maximization for SAR target recognition

2020/9/26

An Adaptive and Robust Model for WiFi-based Localization

2020/5/22

Xiansheng Guo
Xiansheng Guo

H-Index: 13

A hybrid positioning system for location-based services: Design and implementation

IEEE Communications Magazine

2020/5

See List of Professors in Xiansheng Guo University(University of Electronic Science and Technology of China)

Co-Authors

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