no code implementations • 24 Oct 2024 • Xinran Fang, Chengleyang Lei, Wei Feng, Yunfei Chen, Ning Ge, Shi Jin
To maintain the task-level connections between the sensor-computing center link and the computing center-actuator link, we propose to treat the sensor and actuator as a virtual user.
no code implementations • 24 Oct 2024 • Xinran Fang, Chengleyang Lei, Wei Feng, Yunfei Chen, Ming Xiao, Ning Ge, Chengxiang Wang
We derive optimal closed-form solutions for intra-loop allocation and propose an efficient iterative algorithm for inter-loop optimization.
no code implementations • 11 Mar 2024 • Chengleyang Lei, Wei Feng, Peng Wei, Yunfei Chen, Ning Ge, Shiwen Mao
Specifically, the linear quadratic regulator (LQR) control cost is used to measure the closed-loop utility, and a sum LQR cost minimization problem is formulated to jointly optimize the splitting of sensor data and allocation of communication and computing resources.
no code implementations • 7 Aug 2023 • Xinran Fang, Wei Feng, Yunfei Chen, Ning Ge, Gan Zheng
In this paper, we propose a communication optimization scheme for a specific cooperation system named the "mother-daughter system".
no code implementations • IEEE Transactions on Network Science and Engineering 2022 • Jiachen Sun, Ning Ge, Xu Chen, Wei Feng, Jianhua Lu
This screening algorithm is customer-oriented and offers personalized commodities by preventing unqualified sellers from participating in the transaction.
no code implementations • 31 Aug 2022 • Chengleyang Lei, Wei Feng, Jue Wang, Shi Jin, Ning Ge
This letter presents a sensing-communication-computing-control (SC3) integrated satellite unmanned aerial vehicle (UAV) network, where the UAV is equipped with on-board sensors, mobile edge computing (MEC) servers, base stations and satellite communication module.
no code implementations • 16 Aug 2022 • Yueshan Lin, Wei Feng, Ting Zhou, Yanmin Wang, Yunfei Chen, Ning Ge, Cheng-Xiang Wang
The sixth-generation (6G) network will shift its focus to supporting everything including various machine-type devices (MTDs) in an everyone-centric manner.
no code implementations • 19 May 2022 • Xinran Fang, Wei Feng, Yunfei Chen, Ning Ge, Yan Zhang
In this survey, we discuss joint communication and sensing (JCAS) in the context of MIMO.
no code implementations • 27 Jan 2022 • Peng Wei, Kun Guo, Ye Li, Jue Wang, Wei Feng, Shi Jin, Ning Ge, Ying-Chang Liang
Mobile edge computing (MEC) is considered a novel paradigm for computation-intensive and delay-sensitive tasks in fifth generation (5G) networks and beyond.
no code implementations • 29 Mar 2021 • Zhiming Wang, Yantian Luo, Danlan Huang, Ning Ge, Jianhua Lu
Unsupervised domain adaptation (UDA) becomes more and more popular in tackling real-world problems without ground truth of the target domain.
no code implementations • 1 Mar 2021 • Chengxiao Liu, Wei Feng, Xiaoming Tao, Ning Ge
Nevertheless, communication and MEC systems are coupled with each other under the influence of complex propagation environment in the MEC-empowered NTN, which makes it hard to orchestrate the resources.
no code implementations • 25 Jan 2021 • Ning Ge, Guanghao Li, Li Zhang, Yi Liu Yi Liu
Data protection across organizations is limiting the application of centralized learning (CL) techniques.
no code implementations • 1 Dec 2020 • Yi Liu, Li Zhang, Ning Ge, Guanghao Li
In this process, the server uses an incentive mechanism to encourage clients to contribute high-quality and large-volume data to improve the global model.
no code implementations • 17 Sep 2020 • Jianyu Cao, Wei Feng, Ning Ge, Jianhua Lu
Only a few research efforts have been devoted to other random delay characteristics, such as the delay bound violation probability and the probability distribution of the delay, by decoupling the transmission and computation processes of MEC.
no code implementations • 22 Jul 2020 • Chengxiao Liu, Wei Feng, Yunfei Chen, Cheng-Xiang Wang, Ning Ge
In fifth generation (5G) and beyond Internet of Things (IoT), it becomes increasingly important to serve a massive number of IoT devices outside the coverage of terrestrial cellular networks.
no code implementations • 1 Jun 2020 • Xiangling Li, Wei Feng, Jue Wang, Yunfei Chen, Ning Ge, Cheng-Xiang Wang
In this paper, we study the integration of UAVs with existing MCNs, and investigate the potential gains of hybrid satellite-UAV-terrestrial networks for maritime coverage.
1 code implementation • 30 May 2018 • Can Li, Zhongrui Wang, Mingyi Rao, Daniel Belkin, Wenhao Song, Hao Jiang, Peng Yan, Yunning Li, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia
Recent breakthroughs in recurrent deep neural networks with long short-term memory (LSTM) units has led to major advances in artificial intelligence.
Emerging Technologies Applied Physics
no code implementations • 15 Nov 2016 • Ning Ge, Marc Pantel, Xavier Crégut
Automated fault localization is an important issue in model validation and verification.