Ruixin Niu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 21

Top Topics

State Estimation

Top Venues

IEEE Trans. Signal Process.

Publications

Liang Xu, Ruixin Niu
EKFNet: Learning System Noise Covariance Parameters for Nonlinear Tracking. IEEE Trans. Signal Process. 72 (2024)
Ruixin Niu, Pramod K. Varshney
Designing Local Quantizers for Distributed Detection of a Source With Unknown Location. IEEE Commun. Lett. 27 (11) (2023)
Ruixin Niu
Transmission Censoring and Information Fusion for Communication-Efficient Distributed Nonlinear Filtering. DDDAS (2022)
Liang Xu, Ruixin Niu, Erik Philip Blasch
Uncertainty Aware EKF: a Tracking Filter Learning LiDAR Measurement Uncertainty. FUSION (2022)
Liang Xu, Ruixin Niu
EKFNet: Learning System Noise Statistics from Measurement Data. ICASSP (2021)
Liang Xu, Ruixin Niu
Tracking Visual Object As An Extended Target. ICIP (2021)
John Hiles, Sean M. O'Rourke, Ruixin Niu, Erik Blasch
Implementation of Ensemble Kalman Filters in Stone-Soup. FUSION (2021)
Liang Xu, Ruixin Niu
TrafficEKF: a Learning Based Traffic Aware Extended Kalman Filter. FUSION (2021)
Liang Xu, Ruixin Niu
Semi-supervised Visual Tracking Based on Variational Siamese Network. DDDAS (2020)
Erik Philip Blasch, Ruixin Niu, Sean O'Rourke
Target Tracking Analysis for Stone Soup. FUSION (2020)
Tao Sun, Ruixin Niu, Mulugeta A. Haile
Ballistic Trajectory Estimation Using Polynomial Chaos Based Square Root Ensemble Filter. FUSION (2019)
Mohammadbagher Fotouhi, Ruixin Niu, Wei Cheng
An Accurate Smartphone Ranging System. MobiSys (2018)
Maitham Al-Salman, Ruixin Niu
Source Location with Quantized Sensor Data Corrupted by False Information. FUSION (2018)
Ruixin Niu, Aditya Vempaty, Pramod K. Varshney
Received-Signal-Strength-Based Localization in Wireless Sensor Networks. Proc. IEEE 106 (7) (2018)
Xiaojun Yang, Ruixin Niu
Adaptive Sensor Selection for Nonlinear Tracking via Sparsity-Promoting Approaches. IEEE Trans. Aerosp. Electron. Syst. 54 (4) (2018)
Xiaojun Yang, Ruixin Niu
Sparsity-promoting sensor selection for nonlinear target tracking with quantized data. FUSION (2017)
Puxiao Han, Junan Zhu, Ruixin Niu, Dror Baron
Multi-processor approximate message passing using lossy compression. ICASSP (2016)
Mengqi Ren, Ruixin Niu, Gang Wang, Genshe Chen
Minimax anti-jammer design for FHSS/QPSK satellite communication systems. MILCOM (2016)
Dan Liu, Qisong Wang, Xin Liu, Ruixin Niu, Yan Zhang, Jinwei Sun
A Multifunctional Sensor in Ternary Solution Using Canonical Correlations for Variable Links Assessment. Sensors 16 (10) (2016)
Puxiao Han, Junan Zhu, Ruixin Niu, Dror Baron
Multi-Processor Approximate Message Passing Using Lossy Compression. CoRR (2016)
Jingyang Lu, Ruixin Niu
Sparse attacking strategies in multi-sensor dynamic systems maximizing state estimation errors. ICASSP (2016)
Ruixin Niu, Jingyang Lu
False information detection with minimum mean squared errors for Bayesian estimation. CISS (2015)
Armond Conte, Ruixin Niu
Censoring in distributed radar tracking systems with various feedback models. FUSION (2015)
Jingyang Lu, Ruixin Niu
A State Estimation and Malicious Attack Game in Multi-Sensor Dynamic Systems. CoRR (2015)
Jingyang Lu, Ruixin Niu
A state estimation and malicious attack game in multi-sensor dynamic systems. FUSION (2015)
Puxiao Han, Ruixin Niu, Yonina C. Eldar
Modified distributed iterative hard thresholding. ICASSP (2015)
Mengqi Ren, Ruixin Niu
Terminative joint sequential object detection and tracking based on fused test statistics. FUSION (2015)
Mengqi Ren, Ruixin Niu
Joint Group Testing of Time-varying Faulty Sensors and System State Estimation in Large Sensor Networks. CoRR (2015)
Puxiao Han, Ruixin Niu, Mengqi Ren, Yonina C. Eldar
Distributed approximate message passing for sparse signal recovery. GlobalSIP (2014)
Puxiao Han, Ruixin Niu, Mengqi Ren
Distributed Approximate Message Passing for Compressed Sensing. CoRR (2014)
Jingyang Lu, Ruixin Niu
Malicious attacks on state estimation in multi-sensor dynamic systems. WIFS (2014)
Mengqi Ren, Ruixin Niu
A new joint sequential object detection and tracking approach and its performance analysis. FUSION (2014)
Yujiao Zheng, Ruixin Niu, Pramod K. Varshney
Sequential Bayesian Estimation With Censored Data for Multi-Sensor Systems. IEEE Trans. Signal Process. 62 (10) (2014)
Jingyang Lu, Ruixin Niu
False information injection attack on dynamic state estimation in multi-sensor systems. FUSION (2014)
Ruixin Niu
Joint object detection and tracking in sensor networks. WPMC (2013)
Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney
Channel-Aware Tracking in Multi-Hop Wireless Sensor Networks with Quantized Measurements. IEEE Trans. Aerosp. Electron. Syst. 49 (4) (2013)
Yujiao Zheng, Ruixin Niu, Pramod K. Varshney
Fusion of quantized data for Bayesian estimation aided by controlled noise. ICASSP (2013)
Engin Masazade, Ruixin Niu, Pramod K. Varshney
An approximate dynamic programming based non-myopic sensor selection method for target tracking. CISS (2012)
Ruixin Niu, Lauren M. Huie
System state estimation in the presence of false information injection. SSP (2012)
Ruixin Niu, Rick S. Blum, Pramod K. Varshney, Andrew L. Drozd
Target Localization and Tracking in Noncoherent Multiple-Input Multiple-Output Radar Systems. IEEE Trans. Aerosp. Electron. Syst. 48 (2) (2012)
Yujiao Zheng, Ruixin Niu, Pramod K. Varshney
Sequential Bayesian estimation with censored data. SSP (2012)
Satish G. Iyengar, Ruixin Niu, Pramod K. Varshney
Fusing Dependent Decisions for Hypothesis Testing With Heterogeneous Sensors. IEEE Trans. Signal Process. 60 (9) (2012)
Yujiao Zheng, Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
New Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation. IEEE Trans. Signal Process. 60 (10) (2012)
Engin Masazade, Ruixin Niu, Pramod K. Varshney
Dynamic Bit Allocation for Object Tracking in Wireless Sensor Networks. IEEE Trans. Signal Process. 60 (10) (2012)
Engin Masazade, Ruixin Niu, Pramod K. Varshney
Dynamic Bit Allocation for Object Tracking in Bandwidth Limited Sensor Networks CoRR (2011)
Engin Masazade, Ruixin Niu, Pramod K. Varshney
Dynamic bandwidth allocation for target tracking in wireless sensor networks. FUSION (2011)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney, Andrew L. Drozd
Modified Bayesian Cramé R-rao lower bound for nonlinear tracking. ICASSP (2011)
Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney
Channel aware target tracking in multi-hop wireless sensor networks. FUSION (2011)
Long Zuo, Ruixin Niu, Pramod K. Varshney
Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation. IEEE Trans. Signal Process. 59 (1) (2011)
Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinoz
A probabilistic transmission scheme for distributed estimation in wireless sensor networks. CISS (2010)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Dynamic bit allocation for target tracking in sensor networks with quantized measurements. ICASSP (2010)
Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinoz
Energy aware iterative source localization for wireless sensor networks. IEEE Trans. Signal Process. 58 (9) (2010)
Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinoz
Channel aware iterative source localization for wireless sensor networks. FUSION (2010)
Ruixin Niu, Pramod K. Varshney
Sampling schemes for sequential detection with dependent observations. IEEE Trans. Signal Process. 58 (3) (2010)
Yujiao Zheng, Ruixin Niu, Pramod K. Varshney
Closed-form performance for location estimation based on quantized data in sensor networks. FUSION (2010)
Long Zuo, Ruixin Niu, Pramod K. Varshney
Conditional Posterior Cramér-Rao lower bounds for nonlinear recursive filtering. FUSION (2009)
Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinoz
An energy efficient iterative method for source localization in wireless sensor networks. CISS (2009)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Distributed estimation using binary data transmitted over fading channels. ICASSP (2009)
Ruixin Niu, Pramod K. Varshney
Closed-form performance for location estimation based on fused data in a sensor network. FUSION (2009)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Channel Aware Target Localization With Quantized Data in Wireless Sensor Networks. IEEE Trans. Signal Process. 57 (3) (2009)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Tracking in wireless sensor networks using particle filtering: physical layer considerations. IEEE Trans. Signal Process. 57 (5) (2009)
Ruixin Niu, Pramod K. Varshney, Mark G. Alford, Adnan Bubalo, Eric K. Jones, Maria Scalzo
Curvature nonlinearity measure and filter divergence detector for nonlinear tracking problems. FUSION (2008)
Ruixin Niu, Pramod K. Varshney
Performance Analysis of Distributed Detection in a Random Sensor Field. IEEE Trans. Signal Process. 56 (1) (2008)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Adaptive local quantizer design for tracking in a wireless sensor network. ACSCC (2008)
Long Zuo, Ruixin Niu, Pramod K. Varshney
A sensor selection approach for target tracking in sensor networks with quantized measurements. ICASSP (2008)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Channel aware target localization in wireless sensor networks. FUSION (2007)
Ramesh Rajagopalan, Ruixin Niu, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd
Sensor placement for ballistic missile localization using evolutionary algorithms. SMC (2007)
Long Zuo, Ruixin Niu, Pramod K. Varshney
Posterior Crlb Based Sensor Selection for Target Tracking in Sensor Networks. ICASSP (2) (2007)
Lauro Snidaro, Ruixin Niu, Gian Luca Foresti, Pramod K. Varshney
Quality-Based Fusion of Multiple Video Sensors for Video Surveillance. IEEE Trans. Syst. Man Cybern. Part B 37 (4) (2007)
Ruixin Niu, Pramod K. Varshney
Source Localization in Sensor Networks with Rayleigh Faded Signals. ICASSP (3) (2007)
Priyadip Ray, Pramod K. Varshney, Ruixin Niu
A novel framework for the network-wide distributed detection problem. FUSION (2007)
Ruixin Niu, Biao Chen, Pramod K. Varshney
Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks. IEEE Trans. Signal Process. 54 (3) (2006)
Ruixin Niu, Pramod K. Varshney, Qi Cheng
Distributed detection in a large wireless sensor network. Inf. Fusion 7 (4) (2006)
Ruixin Niu, Pramod K. Varshney
Target Location Estimation in Sensor Networks With Quantized Data. IEEE Trans. Signal Process. 54 (12) (2006)
Ruixin Niu, Pramod K. Varshney
Performance Evaluation of Decision Fusion in Wireless Sensor Networks. CISS (2006)
Ruixin Niu, Pramod K. Varshney
Distributed Detection and Fusion in a Large Wireless Sensor Network of Random Size. EURASIP J. Wirel. Commun. Netw. 2005 (4) (2005)
Ruixin Niu, Pramod K. Varshney
Decision fusion in a wireless sensor network with a random number of sensors. ICASSP (4) (2005)
Min Xu, Ruixin Niu, Pramod K. Varshney
Detection and tracking of moving objects in image sequences with varying illumination. ICIP (2004)
Ruixin Niu, Pramod K. Varshney
Sampling schemes for sequential detection in colored noise. ICASSP (2) (2004)
Lauro Snidaro, Ruixin Niu, Pramod K. Varshney, Gian Luca Foresti
Automatic Camera Selection and Fusion for Outdoor Surveillance under Changing Weather Conditions. AVSS (2003)
Peter Willett, Ruixin Niu, Yaakov Bar-Shalom
Integration of Bayes detection with target tracking. IEEE Trans. Signal Process. 49 (1) (2001)
Ruixin Niu, Peter Willett, Yaakov Bar-Shalom
Matrix CRLB scaling due to measurements of uncertain origin. IEEE Trans. Signal Process. 49 (7) (2001)
Peter Willett, Ruixin Niu, Yaakov Bar-Shalom
A modified PDAF based on a Bayesian detector. ACC (2000)