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- research-articleJuly 2024
A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures
AbstractIn recent years, there has been a significant advancement in memristor-based neural networks, positioning them as a pivotal processing-in-memory deployment architecture for a wide array of deep learning applications. Within this realm of progress,...
- research-articleMarch 2024JUST ACCEPTED
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference
Accurate localization is one of the basic requirements for smart cities and smart factories. In wireless cellular network localization, the straight-line propagation of electromagnetic waves between base stations and users is called line-of-sight (LOS) ...
- research-articleFebruary 2024
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks
ACM Transactions on Sensor Networks (TOSN), Volume 20, Issue 2Article No.: 49, Pages 1–26https://doi.org/10.1145/3640342The energy-harvesting sensor network is a new network architecture to further prolong the lifetime of sensor networks and enhance the quality of IoT services. Due to the inherent problems of energy-harvesting sensor networks, it is really hard to collect ...
- research-articleOctober 2023
Application-Oriented Privacy Filter for mmWave Radar
IEEE Communications Magazine (COMAG), Volume 61, Issue 12Pages 168–174https://doi.org/10.1109/MCOM.011.2200580The high spatial resolution and high displacement sensitivity of mmWave radar have significantly enhanced the performance of wireless sensing. However, improved sensing capabilities have also led to growing concerns about privacy leakage. Attackers can ...
- research-articleAugust 2023
Peak AoI Minimization at Wireless-Powered Network Edge: From the Perspective of Both Charging and Transmitting
IEEE/ACM Transactions on Networking (TON), Volume 32, Issue 1Pages 806–821https://doi.org/10.1109/TNET.2023.3303266Age of Information, which emerged as a new metric to quantify the freshness of information, has attracted increasing interests recently. To optimize the system AoI, most existing works try to compute an efficient schedule from the point of data ...
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- ArticleSeptember 2023
TERL: Transformer Enhanced Reinforcement Learning for Relation Extraction
AbstractRelation Extraction (RE) task aims to discover the semantic relation that holds between two entities and contributes to many applications such as knowledge graph construction and completion. Reinforcement Learning (RL) has been widely used for RE ...
- posterSeptember 2023
Optimizing Concurrent Application Processing in IoT Edge Networks
ACM TURC '23: Proceedings of the ACM Turing Award Celebration Conference - China 2023Pages 73–74https://doi.org/10.1145/3603165.3607403Handling huge IoT data is challenging for traditional sensor-cloud IoT systems, particularly for latency-sensitive and resource-heavy applications. To address this, we employ the IoT edge network, a novel IoT architecture where edge servers, located ...
- research-articleMay 2023
Completion Time Optimization in UAV-Relaying-Assisted MEC Networks With Moving Users
IEEE Transactions on Consumer Electronics (ITOCE), Volume 70, Issue 1Pages 1246–1258https://doi.org/10.1109/TCE.2023.3278470As one of the most popular consumer electronics, Unmanned Aerial Vehicle (UAV) has the potential to assist User Equipment (UE) in the Internet of Everything. Mobile edge computing (MEC) is also an emerging technique that can provide sufficient computing ...
- research-articleNovember 2022
An Efficient Processing Scheme for Concurrent Applications in the IoT Edge
IEEE Transactions on Mobile Computing (ITMV), Volume 23, Issue 1Pages 135–149https://doi.org/10.1109/TMC.2022.3219983Due to the large volume of IoT data, conventional sensor network based and the cloud base IoT systems cannot handle latency-sensitive and resource-consuming IoT applications. Sensor networks do not have enough computation resources and also suffer from a ...
- research-articleAugust 2022
Services Management and Distributed Multihop Requests Routing in Mobile Edge Networks
IEEE/ACM Transactions on Networking (TON), Volume 31, Issue 2Pages 497–510https://doi.org/10.1109/TNET.2022.3196267Multi-access Edge Computing (MEC) is an emerging computing architecture to release the resource burden of the centralized cloud and reduce the mobile application latency. Services management and MEC requests routing is a major problem in MEC systems. ...
- research-articleMarch 2022
Research on Classified Prevention and Control Model for Burglary Crimes in Capital Based on Moran's I-KDE
EBEE '21: Proceedings of the 2021 3rd International Conference on E-Business and E-commerce EngineeringPages 311–317https://doi.org/10.1145/3510249.3510303Analysis of the spatial distribution law of burglary based on police big data and data mining technology, and visualization display based on GIS technology is a predictive policing model constantly explored by the police at home and abroad. With ...
- research-articleMarch 2022
Research on the Deep Integration of 5G Technology and Social Security Management of Police Department
ICCNS '21: Proceedings of the 2021 11th International Conference on Communication and Network SecurityPages 93–99https://doi.org/10.1145/3507509.3507522The application of 5G technology has not only brought technical capabilities in terms of large bandwidth, low latency and wide coverage, but made the social security management of police department face a coexisted new pattern of opportunities and ...
- research-articleJuly 2021
Joint Deployment Strategy of Battery-Free Sensor Networks with Coverage Guarantee
ACM Transactions on Sensor Networks (TOSN), Volume 17, Issue 4Article No.: 42, Pages 1–29https://doi.org/10.1145/3457123The energy limitation of wireless sensors limits the lifetime of the traditional wireless sensor networks. The <b>Battery-Free Sensor Network (BF-WSN)</b> is a new network architecture proposed in recent years to address the limitation of wireless sensor ...
- research-articleSeptember 2019
Dominating Sets Construction in RF-based Battery-free Sensor Networks with Full Coverage Guarantee
ACM Transactions on Sensor Networks (TOSN), Volume 15, Issue 4Article No.: 43, Pages 1–29https://doi.org/10.1145/3352486A new network architecture, named as RF-based battery-free sensor network, was proposed in recent years to overcome the lifetime limitation of traditional wireless sensor networks. In an RF-based battery-free sensor network, the battery-free nodes equip ...
- articleNovember 2018
A Method of Clustering Ensemble Based on Grey Relation Analysis
Clustering ensemble algorithm is an effective way to improve the accuracy, stability and robustness of clustering results. It can get better results by fusing multiple homogenous or heterogeneous base clustering models. In this paper a clustering ...
- research-articleApril 2018
Coverage in Battery-Free Wireless Sensor Networks
IEEE INFOCOM 2018 - IEEE Conference on Computer CommunicationsPages 108–116https://doi.org/10.1109/INFOCOM.2018.8485808Battery-Free Wireless Sensor Network (BF-WSN) is a newly proposed network architecture to address the limitation of traditional Wireless Sensor Networks (WSNs). The special features of BF-WSNs make the coverage problem quite different and even more ...
- research-articleJune 2017
Exploring Connected Dominating Sets in Energy Harvest Networks
IEEE/ACM Transactions on Networking (TON), Volume 25, Issue 3Pages 1803–1817https://doi.org/10.1109/TNET.2017.2657688Duty-cycle scheduling is an effective way to balance energy consumptions and prolong network lifetime of wireless sensor networks WSNs, which usually requires a connected dominating set CDS to guarantee network connectivity and coverage. Therefore, the ...
- articleOctober 2016
Retrieving the maximal time-bounded positive influence set from social networks
Personal and Ubiquitous Computing (PUC), Volume 20, Issue 5Pages 717–730https://doi.org/10.1007/s00779-016-0943-7The appearance of social networks provides great opportunities for people to communicate, share and disseminate information. Meanwhile, it is quite challenge for utilizing a social networks efficiently in order to increase the commercial profit or ...
- research-articleApril 2016
Adaptive connected dominating set discovering algorithm in energy-harvest sensor networks
IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer CommunicationsPages 1–9https://doi.org/10.1109/INFOCOM.2016.7524504A Wireless Sensor Network consists of a number of sensors. The energy of each sensor is limited which limits network lifetime. There are many existing energy efficiency algorithms to prolong network lifetime. Basically, there are two kinds of methods. One ...
- ArticleOctober 2015
Time-Bounded Positive Influence in Social Networks
IIKI '15: Proceedings of the 2015 International Conference on Identification, Information, and Knowledge in the Internet of Things (IIKI)Pages 134–139https://doi.org/10.1109/IIKI.2015.37The appearance of social networks provides great opportunities for people to communicate, share and disseminate information. Meanwhile, it is quite challenge for utilizing a social networks efficiently in order to increase the commercial profit or ...