25 citations · 49 across the 13 of their papers we have counts for
13 papers
Distributed Average Consensus via Noisy and Non-Coherent Over-the-Air Aggregation
Huiwen Yang, Xiaomeng Chen, Lingying Huang +2
Over-the-air aggregation has attracted widespread attention for its potential advantages in task-oriented applications, such as distributed sensing, learning, and consensus. In thi…
Differentially Private Dual Gradient Tracking for Distributed Resource Allocation
Wei Huo, Xiaomeng Chen, Lingying Huang +2
This paper investigates privacy issues in distributed resource allocation over directed networks, where each agent holds a private cost function and optimizes its decision subject…
Over-the-air Federated Policy Gradient
Huiwen Yang, Lingying Huang, Subhrakanti Dey +1
In recent years, over-the-air aggregation has been widely considered in large-scale distributed learning, optimization, and sensing. In this paper, we propose the over-the-air fede…
Sensor Selection for Remote State Estimation with QoS Requirement Constraints
Huiwen Yang, Lingying Huang, Chao Yang +2
In this paper, we study the sensor selection problem for remote state estimation under the Quality-of-Service (QoS) requirement constraints. Multiple sensors are employed to observ…
LQG Control Over SWIPT-enabled Wireless Communication Network
Huiwen Yang, Lingying Huang, Yuzhe Li +2
In this paper, we consider using simultaneous wireless information and power transfer (SWIPT) to recharge the sensor in the LQG control, which provides a new approach to prolonging…
Improving Primal Heuristics for Mixed Integer Programming Problems based on Problem Reduction: A Learning-based Approach
Lingying Huang, Xiaomeng Chen, Wei Huo +4
In this paper, we propose a Bi-layer Predictionbased Reduction Branch (BP-RB) framework to speed up the process of finding a high-quality feasible solution for Mixed Integer Progra…
Distributed Observers-based Cooperative Platooning Tracking Control and Intermittent Optimization for Connected Automated Vehicles with Unknown Jerk Dynamics
Bohui Wang, Rong Su, Yun Lu +3
The unknown sharp changes of vehicle acceleration rates, also called the unknown jerk dynamics, may significantly affect the driving performance of the leader vehicle in a platoon,…
Sensor Scheduling Design for Complex Networks under a Distributed State Estimation Framework
Peihu Duan, Lidong He, Lingying Huang +2
This paper investigates sensor scheduling for state estimation of complex networks over shared transmission channels. For a complex network of dynamical systems, referred to as nod…
Branch and Bound in Mixed Integer Linear Programming Problems: A Survey of Techniques and Trends
Lingying Huang, Xiaomeng Chen, Wei Huo +4
In this paper, we surveyed the existing literature studying different approaches and algorithms for the four critical components in the general branch and bound (B&B) algorithm, na…
A Differential Private Method for Distributed Optimization in Directed Networks via State Decomposition
Xiaomeng Chen, Lingying Huang, Lidong He +2
In this paper, we study the problem of consensus-based distributed optimization where a network of agents, abstracted as a directed graph, aims to minimize the sum of all agents' c…
Privacy-Preserving Push-sum Average Consensus via State Decomposition
Xiaomeng Chen, Lingying Huang, Kemi Ding +2
Average consensus is extensively used in distributed networks for computation and control, where all the agents constantly communicate with each other and update their states in or…
Stochastic Event-based Sensor Schedules for Remote State Estimation in Cognitive Radio Sensor Networks
Lingying Huang, Jiazheng Wang, Enoch Kung +3
We consider the problem of communication allocation for remote state estimation in a cognitive radio sensor network~(CRSN). A sensor collects measurements of a physical plant, and…
Finite Time Encryption Schedule in the Presence of an Eavesdropper with Operation Cost
Lingying Huang, Alex S. Leong, Daniel E. Quevedo +1
In this paper, we consider a remote state estimation problem in the presence of an eavesdropper. A smart sensor takes measurement of a discrete linear time-invariant (LTI) process…