7 citations · 7 across the 3 of their papers we have counts for
4 papers
Polynomial Chaos Expansion Based Nonlinear Filtering of Stochastic Processes
David Bordenkircher, Ruixin Niu
In Dynamic Data Driven Applications Systems (DDDAS), non-linear continuous-discrete (CD) tracking algorithms have been proposed to recursively estimate stochastic processes which f…
Multi-Processor Approximate Message Passing Using Lossy Compression
Puxiao Han, Junan Zhu, Ruixin Niu +1
In this paper, a communication-efficient multi-processor compressed sensing framework based on the approximate message passing algorithm is proposed. We perform lossy compression o…
Joint Group Testing of Time-varying Faulty Sensors and System State Estimation in Large Sensor Networks
Mengqi Ren, Ruixin Niu
The problem of faulty sensor detection is investigated in large sensor networks where the sensor faults are sparse and time-varying, such as those caused by attacks launched by an…
A State Estimation and Malicious Attack Game in Multi-Sensor Dynamic Systems
Jingyang Lu, Ruixin Niu
In this paper, the problem of false information injection attack and defense on state estimation in dynamic multi-sensor systems is investigated from a game theoretic perspective.…