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Statistical Signal ProcessingState Estimation
Time Series
Positioning and Tracking
Intelligent Transportation
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Statistical Signal Processing
State Estimation
- Distributionally Robust State Estimation for Jump Linear Systems
Shixiong Wang
IEEE Transactions on Signal Processing, Vol. 71, pp. 3835-3851, Oct 2023
[Paper] [Supplementary] [Codes] - Distributionally Robust State Estimation for Nonlinear Systems
Shixiong Wang
IEEE Transactions on Signal Processing, Vol. 70, pp. 4408-4423, Aug 2022
[Paper] [Supplementary] [Codes] - Distributionally Robust State Estimation for Linear Systems Subject to Uncertainty and Outlier
Shixiong Wang and Zhisheng Ye
IEEE Transactions on Signal Processing, Vol. 70, pp. 452-467, Dec 2021
[Paper] [Supplementary] [Codes] - Robust State Estimation for Linear Systems Under Distributional Uncertainty
Shixiong Wang, Zhongming Wu, and Andrew Lim
IEEE Transactions on Signal Processing, Vol. 69, pp. 5963-5978, Oct 2021
[Paper] [Supplementary] [Codes] - Optimal Joint Estimation and Identification Theorem to Linear Gaussian System with Unknown Inputs
Shixiong Wang, Chongshou Li, and Andrew Lim
Signal Processing, Vol. 161, pp. 268-288, Aug 2019
[Paper] [Codes]
Time Series
- A Model for Non-Stationary Time Series and its Applications in Filtering and Anomaly Detection
Shixiong Wang, Chongshou Li, and Andrew Lim
IEEE Transactions on Instrumentation and Measurement, Vol. 70, pp. 1-11, Feb 2021
[Paper] [Codes]
Positioning and Tracking
- Denoising, Outlier/Dropout Correction, and Sensor Selection in Range-Based Positioning
Shixiong Wang, Zhongming Wu, and Andrew Lim
IEEE Transactions on Instrumentation and Measurement, Vol. 70, pp. 1-13, May 2021
[Paper] [Codes]
Intelligent Transportation
- A Railway Accident Prevention System Using An Intelligent Pilot Vehicle
Shixiong Wang*, Xinke Li*, Zhirui Chen, and Yang Liu (*: Equal Contribution)
IEEE Transactions on Intelligent Transportation Systems, Dec 2023
[Paper] [Supplementary] [Codes] - System for Managing Interconnected Objects
Shixiong Wang, Chongshou Li, and Andrew Lim
WIPO PCT Patent, 02 Sep 2021
[Patent] [WIPO] [PCT] - ROPHS: Determine Real-Time Status of a Multi-Carriage Logistics Train at Airport
Shixiong Wang, Chongshou Li, and Andrew Lim
IEEE Transactions on Intelligent Transportation Systems, Vol. 23, pp. 6347-6356, Feb 2021
[Paper] [Video] [Codes] - Accurate Tracking, Collision Detection, and Optimal Scheduling of Airport Ground Support Equipment
Shixiong Wang, Yuxin Che, Huangjie Zhao, and Andrew Lim
IEEE Internet of Things Journal, Vol. 8, pp. 572-584, Jun 2020
[Paper] [Video] [Codes]
Preprints
- Learning Against Distributional Uncertainty: On the Trade-off Between Robustness and Specificity
Shixiong Wang, Haowei Wang, and Jean Honorio
Under Submission - Distributional Robustness Bounds Generalization Errors
Shixiong Wang and Haowei Wang
Under Submission - Robust Waveform Design for Integrated Sensing and Communication
Shixiong Wang, Wei Dai, Haowei Wang, and Geoffrey Ye Li
Under Submission - Uncertainty-Aware Bayes' Rule and Its Applications
Shixiong Wang
Under Submission - Distributionally Robust Beamforming and Estimation of Wireless Signals
Shixiong Wang, Wei Dai, and Geoffrey Ye Li
Under Submission