152 citations · 181 across the 23 of their papers we have counts for
23 papers
Joint Cooperative and Non-Cooperative Localization in WSNs with Distributed Scaled Proximal ADMM Algorithms
Qiaojia Zhu, Xiaojing Shen, Haiqi Liu +1
The integration of cooperative and non-cooperative localization is fundamentally important, as these two modes frequently coexist in wireless sensor networks, especially when senso…
Network Topology Inference from Smooth Signals Under Partial Observability
Chuansen Peng, Hanning Tang, Zhiguo Wang +1
Inferring network topology from smooth signals is a significant problem in data science and engineering. A common challenge in real-world scenarios is the availability of only part…
Destination-Constrained Linear Dynamical System Modeling in Set-Valued Frameworks
Xiaowei Yang, Haiqi Liu, Fanqin Meng +1
Directional motion towards a specified destination is a common occurrence in physical processes and human societal activities. Utilizing this prior information can significantly im…
An Accelerated Stochastic ADMM for Nonconvex and Nonsmooth Finite-Sum Optimization
Yuxuan Zeng, Zhiguo Wang, Jianchao Bai +1
The nonconvex and nonsmooth finite-sum optimization problem with linear constraint has attracted much attention in the fields of artificial intelligence, computer, and mathematics,…
On Communication-Efficient Multisensor Track Association via Measurement Transformation (Extended Version)
Haiqi Liu, Jiajie Sun, Xuqi Zhang +3
Multisensor track-to-track fusion for target tracking involves two primary operations: track association and estimation fusion. For estimation fusion, lossless measurement transfor…
Nonlinear Set Membership Filter with State Estimation Constraints via Consensus-ADMM
Xiaowei Li, Xuqi Zhang, Zhiguo Wang +1
This paper considers the state estimation problem for nonlinear dynamic systems with unknown but bounded noises. Set membership filter (SMF) is a popular algorithm to solve this pr…