Xiaoqiang Ren
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Publications

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Preprints

  1. Xiaoqiang Ren, Yilin Mo, Jie Chen, and Karl H. Johansson, Secure State Estimation with Byzantine Sensors: A Probabilistic Approach, IEEE Transactions on Automatic Control, Submitted. [arXiv]

Journal Papers

  1. Xiaoqiang Ren and Yilin Mo, Secure Detection: Performance Metric and Sensor Deployment Strategy, IEEE Transactions on Signal Processing, Volume 66, Issue. 17, Pages 4450-4460, 2018. Full Paper.

  2. Shuang Wu, Xiaoqiang Ren*, Subhrakanti Dey and Ling Shi, Optimal Scheduling of Multiple Sensors over Shared Channels with Packet Transmission Constraint, Automatica, Volume 96, Pages 22-31, 2018. Regular paper.

  3. Xiaoqiang Ren, Jiaqi Yan and Yilin Mo, Binary Hypothesis Testing with Byzantine Sensors: Fundamental Trade-off Between Security and Efficiency, IEEE Transactions on Signal Processing, Volume 66, Issue. 6, Pages 1454-1468, 2018. Full Paper. [Slides]

  4. Chao Yang, Jianying Zheng, Xiaoqiang Ren, Wen Yang, Hongbo Shi and Ling Shi, Multi-Sensor Kalman Filtering with Intermittent Measurements, IEEE Transactions on Automatic Control, Volume 63, Issue 3, Pages 797 – 804, 2018.

  5. Xiaoqiang Ren, Junfeng Wu, Subhrakanti Dey and Ling Shi, Attack Allocation on Remote State Estimation in Multi-Systems: Structural Results and Asymptotic Solution, Automatica, Volume 87, Pages 184-194, January 2018. Regular Paper.

  6. Xiaoqiang Ren, Junfeng Wu, Karl H. Johansson, Guodong Shi and Ling Shi, Infinite Horizon Optimal Transmission Power Control for Remote State Estimation over Fading Channels, IEEE Transactions on Automatic Control, Volume: 63, Issue:1, Pages 85-100, 2018. Full Paper.

  7. Xiaoqiang Ren, Karl H. Johansson and Ling Shi, Quickest Change Detection with Observation Scheduling, IEEE Transactions on Automatic Control, Volume 62, No. 6, Pages 2635 - 2647, 2017. Full paper.

  8. Xiaoqiang Ren, Karl H. Johansson, Dawei Shi and Ling Shi, Quickest Change Detection in Adaptive Censoring Networks, IEEE Transactions on Control of Network Systems, Volume 5, No. 1, Pages 239 - 250, 2018. Full Paper.

  9. Junfeng Wu, Xiaoqiang Ren, Duo Han, Dawei Shi and Ling Shi, Finite-horizon Gaussianity-Preserving Event-based Sensor Scheduling in Kalman Filter Applications, Automatica, Volume 72, Pages 100 - 107, 2016.

  10. Chao Yang, Junfeng Wu, Xiaoqiang Ren, Wen Yang, Hongbo Shi and Ling Shi, Deterministic Sensor Selection for Centralized State Estimation Under Limited Communication Resource, IEEE Transactions on Signal Processing, Volume 63, Issue 9, Pages 2336 - 2348, 2015. Full Paper.

Conference Papers

  1. Xiaoqiang Ren, Yilin Mo and Karl H. Johansson, Secure Static State Estimation: A Large Deviation Approach, 7th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys), Groningen, Netherlands, August 2018.

  2. Xiaoqiang Ren and Yilin Mo, Multiple Hypothesis Testing in Adversarial Environments: A Game-theoretic Approach, 2018 American Control Conference, Milwaukee, USA, June 2018.

  3. Qipeng Liu, Xiaoqiang Ren and Yilin Mo, Secure and Privacy Preserving Average Consensus, The 2017 Asian Control Conference, Gold Coast, Australia, Dec 2017.

  4. Jiaqi Yan, Xiaoqiang Ren and Yilin Mo, Sequential Detection in Adversarial Environment, The 56th IEEE Conference on Decision and Control, Melbourne, Australia, Dec 2017.

  5. Xinghua Liu, Yilin Mo and Xiaoqiang Ren, Security Analysis of Continuous-Time Cyber-Physical System Against Sensor Attacks, 13th Conference on Automation Science and Engineering, Xi'an, China, August 2017.

  6. Shuang Wu, Xiaoqiang Ren, Subhrakanti Dey, Ling Shi, Optimal Scheduling of Multiple Sensors with Packet Length Constraint, The 20th World Congress of the International Federation of Automatic Control, Toulouse, France, July 2017.

  7. Kemi Ding, Xiaoqiang Ren and Ling Shi, Deception-based Sensor Scheduling for Remote Estimation under DoS Attacks, 6th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys), Tokyo, Japan, September 2016.

  8. Chao Yang, Xiaoqiang Ren, Wen Yang, Hongbo Shi and Ling Shi, Jamming Attack in Centralized State Estimation, 34th Chinese Control Conference, Hangzhou, China, July 2015.

  9. Xiaoqiang Ren, Yilin Mo and Ling Shi, Optimal DoS Attacks on Bayesian Quickest Change Detection, The 53rd IEEE Conference on Decision and Control, Los Angeles, CA, USA, Dec 2014.

  10. Xiaoqiang Ren and Ling Shi, Decentralized Detection with Censoring Sensors over a Packet-dropping Network, The 19th World Congress of the International Federation of Automatic Control, Cape Town, South Africa, Aug 2014.

  11. Chao Yang, Xiaoqiang Ren, Jianying Zheng and Ling Shi, Sensor Scheduling for Communication Resource Minimization in Centralized State Estimation, IEEE International Conference on Information and Automation & IEEE International Conference on Automation and Logistics, Hulun Buir, Inner Mongolia, China, July 2014.

  12. Xiaoqiang Ren and Ling Shi, Bayesian Quickest Change Detection under Energy Constraints over Wireless Sensor Networks with Correlated Fading Channels, The 11th IEEE International Conference on Control & Automation, Taichung, Taiwan, June 2014.