4 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…
dMAPAR-HMM: Reforming Traffic Model for Improving Performance Bound with Stochastic Network Calculus
Qingqing Yang, Xi Peng, Huiwen Yang +2
A popular branch of stochastic network calculus (SNC) utilizes moment-generating functions (MGFs) to characterize arrivals and services, which enables end-to-end performance analys…
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…
Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning
Chunlin Ji, Hanchu Shen, Zhan Xiong +3
Generalized zero shot learning (GZSL) is still a technical challenge of deep learning as it has to recognize both source and target classes without data from target classes. To pre…