Kang Liu

ORCID: 0000-0003-3477-9983
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About
Contact & Profiles
Research Areas
  • Network Traffic and Congestion Control
  • Software-Defined Networks and 5G
  • Image and Video Quality Assessment
  • Image and Signal Denoising Methods
  • Probiotics and Fermented Foods
  • Internet Traffic Analysis and Secure E-voting
  • Conservation, Biodiversity, and Resource Management
  • Network Time Synchronization Technologies
  • Wireless Networks and Protocols
  • Advanced Wireless Network Optimization
  • Image Processing Techniques and Applications
  • Advanced Image Processing Techniques
  • Microbial Community Ecology and Physiology
  • Parallel Computing and Optimization Techniques
  • Analytical Chemistry and Chromatography
  • Land Use and Ecosystem Services
  • Age of Information Optimization
  • 3D Surveying and Cultural Heritage
  • Remote Sensing and LiDAR Applications
  • Forest Management and Policy

Northwest A&F University
2023-2025

Hubei Engineering University
2024

China National Administration of Coal Geology
2024

Shanghai Jiao Tong University
2024

Beijing Jiaotong University
2023

Time-sensitive applications, <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">e.g.</i> , Internet of vehicles applications and tactile put forward low latency high throughput requirements for communication. However, due to the dynamical network conditions, frequent retransmission will produce undesirable reduce throughput. This article proposes a reliable proximal policy optimization (PPO)-based concurrent multipath transfer mechanism (RpCMT)...

10.1109/tvt.2023.3277712 article EN IEEE Transactions on Vehicular Technology 2023-05-23

Terrestrial ecosystems play an important role in carbon reduction and sequestration, it is to explore the sequestration potential of terrestrial under different land use scenarios enhance regional storage potential. We analysed changes Loess Plateau, ecological barrier China, from 2000 2020, used PLUS model predict patterns 2035, applied InVEST assess 2035. The findings were as follows: (1) Cropland study area decreased significantly forests, waters, construction showed increasing trend....

10.3390/land12051065 article EN cc-by Land 2023-05-13

Reducing the carbon footprint of crop cultivation is practically important in realizing goal "double carbon" and sustainable development agriculture. However, established studies have paid insufficient attention to spatial temporal heterogeneity factors influencing as well future trends footprint. The Loess Plateau, an ecological barrier China a typical region for dryland agriculture, has been facing large pressure on production activities recent years. In view this, this study measures...

10.13227/j.hjkx.202405096 article EN PubMed 2025-05-08

Delay-sensitive applications impose the strict deadline-constrained latency requirement for end-to-end transmission. However, due to high dynamics of link status and limited network resources, it is still challenging ensure deterministic flows. To this end, we propose a multi-agent collaborative transmission mechanism (DMCT). Specially, DMCT featured by combining dynamic routing packet active dropping control avoid additional latency. Firstly, design specific structure detect aware deadline...

10.1109/tccn.2023.3288133 article EN IEEE Transactions on Cognitive Communications and Networking 2023-06-23

Coarse-to-fine schemes are widely used in traditional single-image motion deblur; however, the context of deep learning, existing multi-scale algorithms not only require use complex modules for feature fusion low-scale RGB images and semantics, but also manually generate low-resolution pairs that do have sufficient confidence. In this work, we propose a network based on single-input multiple-outputs(SIMO) deblurring. This simplifies complexity coarse-to-fine scheme. To alleviate restoration...

10.48550/arxiv.2401.00027 preprint EN other-oa arXiv (Cornell University) 2024-01-01

Congestion avoidance has been a hot topic in the field of network transmission. In order to reduce probability congestion, it is an effective solution dynamically adjust flow table switch according time-varying traffic. However, due peculiarity burstiness, always leads unexpected delay congestion processing if directly using traffic measurement. To this end, paper proposes proactive mechanism with attention based CNN (AttCNN-PCA). particular, we first propose multi-step convolutional neural...

10.1109/icccworkshops57813.2023.10233266 article EN 2023-08-10

Multipath transmission can effectively utilize multiple paths and provide high Quality of Service (QoS) performance for video streaming services. However, when services are transmitted simultaneously, the network is prone to preemption path resources by these services, which reduce QoS. This because traditional multipath scheduling algorithm aims achieve QoS all Therefore, this paper proposes a Friendliness Balancing based Scheduling (FBMS) maximize utilization friendly balanced consumption...

10.1109/globecom54140.2023.10437525 article EN GLOBECOM 2022 - 2022 IEEE Global Communications Conference 2023-12-04
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