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- research-articleNovember 2024
Unraveling Physical Space Limits for LEO Network Scalability
HotNets '24: Proceedings of the 23rd ACM Workshop on Hot Topics in NetworksPages 43–51https://doi.org/10.1145/3696348.3696885Low Earth Orbit (LEO) satellite network is undergoing an explosive expansion to enable high-speed Internet for numerous users anywhere on Earth. However, as a cyber-physical network, the LEO network's sustainable expansion is constrained by its harsh, ...
- research-articleNovember 2024
Mind the Misleading Effects of LEO Mobility on End-to-End Congestion Control
HotNets '24: Proceedings of the 23rd ACM Workshop on Hot Topics in NetworksPages 34–42https://doi.org/10.1145/3696348.3696867End-to-end congestion control algorithms (CCAs) are expected to perform well in any Internet path, including those paths with low-earth orbit (LEO) satellite links. In this paper, we conduct a performance study on various CCAs in an operational LEO ...
- ArticleSeptember 2024
CapsDA-Net: A Convolutional Capsule Domain-Adversarial Neural Network for EEG-Based Attention Recognition
Artificial Neural Networks and Machine Learning – ICANN 2024Pages 15–28https://doi.org/10.1007/978-3-031-72353-7_2AbstractAttention recognition plays a vital role in monitoring and understanding individual attentional states, particularly in fields such as medicine and education. While significant progress has been made in attention recognition based on ...
- articleJuly 2024
Democratizing Direct-to-Cell Low Earth Orbit Satellite Networks
- Lixin Liu,
- Yuanjie Li,
- Hewu Li,
- Jiabo Yang,
- Wei Liu,
- Jingyi Lan,
- Yufeng Wang,
- Jiarui Li,
- Jianping Wu,
- Qian Wu,
- Jun Liu,
- Zeqi Lai
GetMobile: Mobile Computing and Communications (SIGMOBILE-GETMOBILE), Volume 28, Issue 2Pages 5–10https://doi.org/10.1145/3686138.3686140The emergent Direct-to-cell Low Earth Orbit (LEO) satellites promise to eliminate cellular coverage dead zones by enabling direct network access to our regular phones and IoTs everywhere on Earth via 4G, 5G, and beyond. However, their large-scale ...
- research-articleJuly 2024
Multi-degree-of-freedom unmanned aerial vehicle control combining a hybrid brain-computer interface and visual obstacle avoidance
Engineering Applications of Artificial Intelligence (EAAI), Volume 133, Issue PChttps://doi.org/10.1016/j.engappai.2024.108294Abstract ObjectiveThe difficulty of unmanned aerial vehicle (UAV) control recently lies in multidirectional movement in 3-dimensional space, improving control accuracy and manipulation safety. To address these challenges, a UAV control system that ...
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- research-articleMay 2024
Stable Hierarchical Routing for Operational LEO Networks
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and NetworkingPages 296–311https://doi.org/10.1145/3636534.3649362Low Earth Orbit (LEO) satellite mega-constellations promise ubiquitous network services to "unconnected" users. But their upcoming global routing for Earth will be unstable due to exhaustive topology updates between satellites and Earth, inside an ...
SatGuard: Concealing Endless and Bursty Packet Losses in LEO Satellite Networks for Delay-Sensitive Web Applications
WWW '24: Proceedings of the ACM Web Conference 2024Pages 3053–3063https://doi.org/10.1145/3589334.3645639Delay-sensitive Web services are crucial applications in emerging low-earth orbit (LEO) satellite networks (LSNs). However, our real-world measurement study based on SpaceX's Starlink, the most widely used commercial LSN today, reveals that the endless ...
- research-articleJanuary 2024
Distribution Characteristics and Correlation of Edge Sharpness Threshold and Contact Area
IEEE Transactions on Haptics (IEEETH), Volume 17, Issue 3Pages 451–460https://doi.org/10.1109/TOH.2024.3357751It is currently unclear how sharpness discrimination ability is distributed across a wide range of edge sharpness and the effect of contact area on haptic perception. We 3D printed triangular prisms with various edge sharpness and half-edge widths in the ...
- research-articleMay 2024
Cross-Modality Vessel Re-Identification With Deep Alignment Decomposition Network
IEEE Transactions on Multimedia (TOM), Volume 26Pages 10318–10330https://doi.org/10.1109/TMM.2024.3406193Cross-modality vessel re-identification (ReID) presents a formidable challenge in the domain of maritime surveillance, necessitating the development of robust methodologies to accurately match vessels across disparate imaging modalities. This paper ...
- research-articleMay 2024
Improved DeepLabv3+ connected augmented reality technology for building target extraction in urban environmental design
International Journal of Information and Communication Technology (IJICT), Volume 24, Issue 5Pages 54–73https://doi.org/10.1504/ijict.2024.138438Aiming at the problem of inaccurate segmentation of building edges in remote sensing images, the imprecise segmentation of building edges in remote sensing images by deep learning models is an important research direction for remote sensing intelligence ...
- research-articleJanuary 2024
Secure Channel Establishment Scheme for Task Delivery in Vehicular Cloud Computing
IEEE Transactions on Information Forensics and Security (TIFS), Volume 19Pages 2865–2880https://doi.org/10.1109/TIFS.2024.3356809Vehicular cloud computing (VCC) is a network architecture that allows a group of entities (i.e., vehicles/roadside infrastructures) to share their resources with other entities. Task delivery in VCC involves the delegation of computation/storage task from ...
- research-articleMay 2024
Design and analysis of transmission relay protection signal transmission for fiber optic communication networks
SPCNC '23: Proceedings of the 2nd International Conference on Signal Processing, Computer Networks and CommunicationsPages 152–156https://doi.org/10.1145/3654446.3654473In order to implement the accurate transmission of relay protection signals in fiber optic communication networks, it is necessary to carry out the channel equalization configuration of fiber optic communication networks and the adaptive forwarding ...
- research-articleNovember 2023
Space Digital Twin for Secure Satellite Internet: Vulnerabilities, Methodologies, and Future Directions
IEEE Network: The Magazine of Global Internetworking (IEEENETW), Volume 38, Issue 1Pages 30–37https://doi.org/10.1109/MNET.2023.3337141As an innovative paradigm for the next-generation 6G communication, integrated space and terrestrial networks (ISTNs) combine emerging satellite mega-constellations and existing terrestrial network infrastructures, promising to provide ubiquitous and high-...
- research-articleMay 2024
A Model for Identifying Repeated Demands from Power Customers Based on Fuzzy Spectral Clustering
IoTAAI '23: Proceedings of the 2023 5th International Conference on Internet of Things, Automation and Artificial IntelligencePages 339–343https://doi.org/10.1145/3653081.3653137Due to the unstructured and high-dimensional characteristics of repeated demand data from power customers, it is difficult to identify them. In order to improve the accuracy and efficiency of identifying duplicate demands from power customers, a fuzzy ...
- research-articleMay 2024
A DCGRU-RMCRF Neural Network for Aspect-level Sentiment Analysis
IoTAAI '23: Proceedings of the 2023 5th International Conference on Internet of Things, Automation and Artificial IntelligencePages 6–12https://doi.org/10.1145/3653081.3653083Aspect-level sentiment analysis aims to mine opinion information on massive data and analyze the tendency towards the mined opinion targets. Previously, conditional random field (CRFs) were introduced into structured attention models to extract viewpoint ...
- posterSeptember 2023
A Case for Stateless Mobile Core Functions in Space
ACM TURC '23: Proceedings of the ACM Turing Award Celebration Conference - China 2023Pages 75–76https://doi.org/10.1145/3603165.3607404Is it worth and feasible to push mobile core network functions to low-earth-orbit (LEO) satellite mega-constellations? While this paradigm is being tested in space and promises new values, it also raises scalability, performance, and security concerns ...
- ArticleJuly 2023
Exploring the Empowerment of Chinese Women’s Discourse in Tik Tok
AbstractIn the new media environment, women are no longer the recipients of information, but rather the producers and consumers of information. The media image of women has become more diverse. Tik Tok is a product of the rapid development of new media, ...
- research-articleJuly 2023
A Networking Perspective on Starlink's Self-Driving LEO Mega-Constellation
- Yuanjie Li,
- Hewu Li,
- Wei Liu,
- Lixin Liu,
- Wei Zhao,
- Yimei Chen,
- Jianping Wu,
- Qian Wu,
- Jun Liu,
- Zeqi Lai,
- Han Qiu
ACM MobiCom '23: Proceedings of the 29th Annual International Conference on Mobile Computing and NetworkingArticle No.: 17, Pages 1–16https://doi.org/10.1145/3570361.3592519Low-earth-orbit (LEO) satellite mega-constellations, such as SpaceX Starlink, are under rocket-fast deployments and promise broadband Internet to remote areas that terrestrial networks cannot reach. For mission safety and sustainable uses of space, ...
- research-articleJuly 2023
A novel Markov model for near-term railway delay prediction
Computers and Industrial Engineering (CINE), Volume 181, Issue Chttps://doi.org/10.1016/j.cie.2023.109302AbstractPredicting the near-future delay with accuracy for trains is momentous for railway operations and passengers’ traveling experience. This work aims to design prediction models for train delays based on the Netherlands Railway data. We first ...
Highlights- A non-homogeneous Markov chain model for the near-future railway delay prediction.
- A chi-square test to verify the order of the Markov chain.
- Gaussian kernel matrix recovery approach to recover the transition matrices.
- The ...
- research-articleJuly 2023
Understanding user‐generated questions in social Q&A: A goal‐framing approach
Journal of the Association for Information Science and Technology (JAIST), Volume 74, Issue 8Pages 990–1009https://doi.org/10.1002/asi.24770AbstractIn social Q&A, user‐generated questions can be viewed as goal expressions shaping the responses. Several studies have identified askers' goals from questions. However, it remains unclear how questions set goals for responders. To fill this gap, ...