most citedDeep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization

146 citations · 370 across the 6 of their papers we have counts for

collaborators

6 papers

eess.SY2021★ 1 cited

Supporting GNSS Baseband Using Smartphone IMU and Ultra-Tight Integration

Yiran Luo, You Li, Jin Wang +1

A great surge in the development of global navigation satellite systems (GNSS) excavates the potential for prosperity in many state-of-the-art technologies, e.g., autonomous ground…

cs.RO2021

OdoNet: Untethered Speed Aiding for Vehicle Navigation Without Hardware Wheeled Odometer

Hailiang Tang, Xiaoji Niu, Tisheng Zhang +2

Odometer has been proven to significantly improve the accuracy of the Global Navigation Satellite System / Inertial Navigation System (GNSS/INS) integrated vehicle navigation in GN…

eess.SP2020★ 9 cited

Inertial Sensing Meets Artificial Intelligence: Opportunity or Challenge?

You Li, Ruizhi Chen, Xiaoji Niu +4

The inertial navigation system (INS) has been widely used to provide self-contained and continuous motion estimation in intelligent transportation systems. Recently, the emergence…

eess.SP2020★ 98 cited

Autonomous Calibration of MEMS Gyros in Consumer Portable Devices

You Li, Jacques Georgy, Xiaoji Niu +2

This paper presents a real-time calibration method for gyro sensors in consumer portable devices. The calibration happens automatically without the need for external equipment or u…

eess.SP2020★ 116 cited

Towards Robust Crowdsourcing-Based Localization: A Fingerprinting Accuracy Indicator Enhanced Wireless/Magnetic/Inertial Integration Approach

You Li, Zhe He, Zhouzheng Gao +3

The next-generation internet of things (IoT) systems have an increasingly demand on intelligent localization which can scale with big data without human perception. Thus, tradition…

cs.LG2020★ 146 cited

Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization

You Li, Xin Hu, Yuan Zhuang +3

Location is key to spatialize internet-of-things (IoT) data. However, it is challenging to use low-cost IoT devices for robust unsupervised localization (i.e., localization without…