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2020 – today
- 2024
[j24]Liang Xu, Ruixin Niu
:
EKFNet: Learning System Noise Covariance Parameters for Nonlinear Tracking. IEEE Trans. Signal Process. 72: 3139-3152 (2024)- [c55]Jindrich Duník, Jakub Matousek, Ondrej Straka, Erik Blasch, John Hiles, Ruixin Niu:
Stochastic Integration Based Estimator: Robust Design and Stone Soup Implementation. FUSION 2024: 1-8 - 2023
- [j23]Ruixin Niu, Pramod K. Varshney:
Designing Local Quantizers for Distributed Detection of a Source With Unknown Location. IEEE Commun. Lett. 27(11): 3113-3117 (2023) - 2022
- [c54]Ruixin Niu:
Transmission Censoring and Information Fusion for Communication-Efficient Distributed Nonlinear Filtering. DDDAS 2022: 247-254 - [c53]Liang Xu, Ruixin Niu, Erik Philip Blasch:
Uncertainty Aware EKF: a Tracking Filter Learning LiDAR Measurement Uncertainty. FUSION 2022: 1-8 - 2021
- [c52]John Hiles, Sean M. O'Rourke, Ruixin Niu, Erik Blasch:
Implementation of Ensemble Kalman Filters in Stone-Soup. FUSION 2021: 1-8 - [c51]Liang Xu, Ruixin Niu:
TrafficEKF: a Learning Based Traffic Aware Extended Kalman Filter. FUSION 2021: 1-8 - [c50]Liang Xu, Ruixin Niu:
EKFNet: Learning System Noise Statistics from Measurement Data. ICASSP 2021: 4560-4564 - [c49]Liang Xu, Ruixin Niu:
Tracking Visual Object As An Extended Target. ICIP 2021: 664-668 - 2020
- [c48]Liang Xu, Ruixin Niu:
Semi-supervised Visual Tracking Based on Variational Siamese Network. DDDAS 2020: 328-336 - [c47]Erik Philip Blasch, Ruixin Niu, Sean O'Rourke:
Target Tracking Analysis for Stone Soup. FUSION 2020: 1-8
2010 – 2019
- 2019
- [c46]Tao Sun, Ruixin Niu, Mulugeta A. Haile:
Ballistic Trajectory Estimation Using Polynomial Chaos Based Square Root Ensemble Filter. FUSION 2019: 1-7 - 2018
- [j22]Ruixin Niu, Aditya Vempaty, Pramod K. Varshney:
Received-Signal-Strength-Based Localization in Wireless Sensor Networks. Proc. IEEE 106(7): 1166-1182 (2018) - [j21]Xiaojun Yang, Ruixin Niu:
Adaptive Sensor Selection for Nonlinear Tracking via Sparsity-Promoting Approaches. IEEE Trans. Aerosp. Electron. Syst. 54(4): 1966-1982 (2018) - [c45]Maitham Al-Salman, Ruixin Niu:
Source Location with Quantized Sensor Data Corrupted by False Information. FUSION 2018: 391-397 - [c44]Mohammadbagher Fotouhi, Ruixin Niu, Wei Cheng:
An Accurate Smartphone Ranging System. MobiSys 2018: 521 - 2017
- [c43]Xiaojun Yang, Ruixin Niu:
Sparsity-promoting sensor selection for nonlinear target tracking with quantized data. FUSION 2017: 1-8 - 2016
- [j20]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): 1661 (2016) - [c42]Jingyang Lu, Ruixin Niu:
Sparse attacking strategies in multi-sensor dynamic systems maximizing state estimation errors. ICASSP 2016: 3151-3155 - [c41]Puxiao Han, Junan Zhu, Ruixin Niu, Dror Baron:
Multi-processor approximate message passing using lossy compression. ICASSP 2016: 6240-6244 - [c40]Mengqi Ren, Ruixin Niu, Gang Wang, Genshe Chen:
Minimax anti-jammer design for FHSS/QPSK satellite communication systems. MILCOM 2016: 156-161 - [i5]Puxiao Han, Junan Zhu, Ruixin Niu, Dror Baron:
Multi-Processor Approximate Message Passing Using Lossy Compression. CoRR abs/1601.04595 (2016) - 2015
- [c39]Ruixin Niu, Jingyang Lu:
False information detection with minimum mean squared errors for Bayesian estimation. CISS 2015: 1-6 - [c38]Armond Conte, Ruixin Niu:
Censoring in distributed radar tracking systems with various feedback models. FUSION 2015: 476-483 - [c37]Mengqi Ren, Ruixin Niu:
Terminative joint sequential object detection and tracking based on fused test statistics. FUSION 2015: 529-533 - [c36]Jingyang Lu, Ruixin Niu:
A state estimation and malicious attack game in multi-sensor dynamic systems. FUSION 2015: 932-936 - [c35]Puxiao Han, Ruixin Niu, Yonina C. Eldar:
Modified distributed iterative hard thresholding. ICASSP 2015: 3766-3770 - [i4]Jingyang Lu, Ruixin Niu:
A State Estimation and Malicious Attack Game in Multi-Sensor Dynamic Systems. CoRR abs/1502.03531 (2015) - [i3]Mengqi Ren, Ruixin Niu:
Joint Group Testing of Time-varying Faulty Sensors and System State Estimation in Large Sensor Networks. CoRR abs/1512.00399 (2015) - 2014
- [j19]Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Sequential Bayesian Estimation With Censored Data for Multi-Sensor Systems. IEEE Trans. Signal Process. 62(10): 2626-2641 (2014) - [c34]Jingyang Lu, Ruixin Niu:
False information injection attack on dynamic state estimation in multi-sensor systems. FUSION 2014: 1-8 - [c33]Mengqi Ren, Ruixin Niu:
A new joint sequential object detection and tracking approach and its performance analysis. FUSION 2014: 1-7 - [c32]Puxiao Han, Ruixin Niu, Mengqi Ren, Yonina C. Eldar:
Distributed approximate message passing for sparse signal recovery. GlobalSIP 2014: 497-501 - [c31]Jingyang Lu, Ruixin Niu:
Malicious attacks on state estimation in multi-sensor dynamic systems. WIFS 2014: 89-94 - [i2]Puxiao Han, Ruixin Niu, Mengqi Ren:
Distributed Approximate Message Passing for Compressed Sensing. CoRR abs/1404.3766 (2014) - 2013
- [j18]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): 2353-2368 (2013) - [c30]Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Fusion of quantized data for Bayesian estimation aided by controlled noise. ICASSP 2013: 6491-6495 - [c29]Ruixin Niu:
Joint object detection and tracking in sensor networks. WPMC 2013: 1-5 - 2012
- [j17]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): 1466-1489 (2012) - [j16]Satish G. Iyengar, Ruixin Niu, Pramod K. Varshney:
Fusing Dependent Decisions for Hypothesis Testing With Heterogeneous Sensors. IEEE Trans. Signal Process. 60(9): 4888-4897 (2012) - [j15]Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic Bit Allocation for Object Tracking in Wireless Sensor Networks. IEEE Trans. Signal Process. 60(10): 5048-5063 (2012) - [j14]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): 5549-5556 (2012) - [c28]Engin Masazade, Ruixin Niu, Pramod K. Varshney:
An approximate dynamic programming based non-myopic sensor selection method for target tracking. CISS 2012: 1-6 - [c27]Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Sequential Bayesian estimation with censored data. SSP 2012: 57-60 - [c26]Ruixin Niu, Lauren M. Huie:
System state estimation in the presence of false information injection. SSP 2012: 385-388 - 2011
- [j13]Long Zuo, Ruixin Niu, Pramod K. Varshney:
Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation. IEEE Trans. Signal Process. 59(1): 1-14 (2011) - [c25]Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic bandwidth allocation for target tracking in wireless sensor networks. FUSION 2011: 1-8 - [c24]Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney:
Channel aware target tracking in multi-hop wireless sensor networks. FUSION 2011: 1-8 - [c23]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney, Andrew L. Drozd:
Modified Bayesian Cramé R-rao lower bound for nonlinear tracking. ICASSP 2011: 3972-3975 - [i1]Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic Bit Allocation for Object Tracking in Bandwidth Limited Sensor Networks. CoRR abs/1110.5342 (2011) - 2010
- [j12]Ruixin Niu, Pramod K. Varshney:
Sampling schemes for sequential detection with dependent observations. IEEE Trans. Signal Process. 58(3): 1469-1481 (2010) - [j11]Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
Energy aware iterative source localization for wireless sensor networks. IEEE Trans. Signal Process. 58(9): 4824-4835 (2010) - [c22]Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
A probabilistic transmission scheme for distributed estimation in wireless sensor networks. CISS 2010: 1-6 - [c21]Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
Channel aware iterative source localization for wireless sensor networks. FUSION 2010: 1-7 - [c20]Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Closed-form performance for location estimation based on quantized data in sensor networks. FUSION 2010: 1-7 - [c19]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Dynamic bit allocation for target tracking in sensor networks with quantized measurements. ICASSP 2010: 2906-2909
2000 – 2009
- 2009
- [j10]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Channel Aware Target Localization With Quantized Data in Wireless Sensor Networks. IEEE Trans. Signal Process. 57(3): 1190-1202 (2009) - [j9]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Tracking in wireless sensor networks using particle filtering: physical layer considerations. IEEE Trans. Signal Process. 57(5): 1987-1999 (2009) - [c18]Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
An energy efficient iterative method for source localization in wireless sensor networks. CISS 2009: 623-628 - [c17]Long Zuo, Ruixin Niu, Pramod K. Varshney:
Conditional Posterior Cramér-Rao lower bounds for nonlinear recursive filtering. FUSION 2009: 1528-1535 - [c16]Ruixin Niu, Pramod K. Varshney:
Closed-form performance for location estimation based on fused data in a sensor network. FUSION 2009: 1875-1880 - [c15]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Distributed estimation using binary data transmitted over fading channels. ICASSP 2009: 2069-2072 - 2008
- [j8]Ruixin Niu, Pramod K. Varshney:
Performance Analysis of Distributed Detection in a Random Sensor Field. IEEE Trans. Signal Process. 56(1): 339-349 (2008) - [c14]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Adaptive local quantizer design for tracking in a wireless sensor network. ACSCC 2008: 1202-1206 - [c13]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: 1-8 - [c12]Long Zuo, Ruixin Niu, Pramod K. Varshney:
A sensor selection approach for target tracking in sensor networks with quantized measurements. ICASSP 2008: 2521-2524 - 2007
- [j7]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): 1044-1051 (2007) - [c11]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Channel aware target localization in wireless sensor networks. FUSION 2007: 1-7 - [c10]Priyadip Ray, Pramod K. Varshney, Ruixin Niu:
A novel framework for the network-wide distributed detection problem. FUSION 2007: 1-8 - [c9]Long Zuo, Ruixin Niu, Pramod K. Varshney:
Posterior Crlb Based Sensor Selection for Target Tracking in Sensor Networks. ICASSP (2) 2007: 1041-1044 - [c8]Ruixin Niu, Pramod K. Varshney:
Source Localization in Sensor Networks with Rayleigh Faded Signals. ICASSP (3) 2007: 1229-1232 - [c7]Ramesh Rajagopalan, Ruixin Niu, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd:
Sensor placement for ballistic missile localization using evolutionary algorithms. SMC 2007: 284-289 - 2006
- [j6]Ruixin Niu, Pramod K. Varshney, Qi Cheng:
Distributed detection in a large wireless sensor network. Inf. Fusion 7(4): 380-394 (2006) - [j5]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): 1018-1027 (2006) - [j4]Ruixin Niu, Pramod K. Varshney:
Target Location Estimation in Sensor Networks With Quantized Data. IEEE Trans. Signal Process. 54(12): 4519-4528 (2006) - [c6]Ruixin Niu, Pramod K. Varshney:
Performance Evaluation of Decision Fusion in Wireless Sensor Networks. CISS 2006: 69-74 - 2005
- [j3]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): 462-472 (2005) - [c5]Ruixin Niu, Pramod K. Varshney:
Decision fusion in a wireless sensor network with a random number of sensors. ICASSP (4) 2005: 861-864 - 2004
- [c4]Ruixin Niu, Pramod K. Varshney:
Sampling schemes for sequential detection in colored noise. ICASSP (2) 2004: 717-720 - [c3]Min Xu, Ruixin Niu, Pramod K. Varshney:
Detection and tracking of moving objects in image sequences with varying illumination. ICIP 2004: 2595-2598 - 2003
- [c2]Lauro Snidaro, Ruixin Niu, Pramod K. Varshney, Gian Luca Foresti:
Automatic Camera Selection and Fusion for Outdoor Surveillance under Changing Weather Conditions. AVSS 2003: 364-369 - 2001
- [j2]Peter Willett, Ruixin Niu, Yaakov Bar-Shalom:
Integration of Bayes detection with target tracking. IEEE Trans. Signal Process. 49(1): 17-29 (2001) - [j1]Ruixin Niu, Peter Willett, Yaakov Bar-Shalom:
Matrix CRLB scaling due to measurements of uncertain origin. IEEE Trans. Signal Process. 49(7): 1325-1335 (2001) - 2000
- [c1]Peter Willett, Ruixin Niu, Yaakov Bar-Shalom:
A modified PDAF based on a Bayesian detector. ACC 2000: 2230-2234
Coauthor Index
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