Mingyue Cheng

ORCID: 0000-0003-1661-6750
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About
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Research Areas
  • Underwater Vehicles and Communication Systems
  • Molecular Communication and Nanonetworks
  • Energy Harvesting in Wireless Networks
  • Energy Efficient Wireless Sensor Networks
  • Indoor and Outdoor Localization Technologies
  • Advanced biosensing and bioanalysis techniques
  • Robotics and Sensor-Based Localization
  • Photonic and Optical Devices
  • Fractal and DNA sequence analysis
  • Wireless Body Area Networks
  • Brain Tumor Detection and Classification
  • Underwater Acoustics Research
  • Water Quality Monitoring Technologies
  • UAV Applications and Optimization
  • Machine Learning and ELM
  • Gene Regulatory Network Analysis
  • Quantum-Dot Cellular Automata
  • Privacy-Preserving Technologies in Data

South China Agricultural University
2023-2025

South China University of Technology
2021-2023

Guangzhou Marine Geological Survey
2022-2023

Ministry of Natural Resources
2022-2023

Marine science and Internet of Underwater Things applications rely significantly on collecting data from underwater sensors. Data collection using long-distance acoustic communications consumes a lot energy in sensor nodes, which are powered by batteries. To achieve low-energy consumption, we can use the autonomous vehicle (AUV) to move close nodes exploit short-range high-rate communications. Most existing AUV-based schemes consider scenarios having knowledge node positions, where cruising...

10.1109/jiot.2022.3141402 article EN IEEE Internet of Things Journal 2022-01-10

Relaying is an effective method to achieve reliable and timely data collection, which one of the most important parts underwater acoustic sensor networks (UASNs). Considering that relay position determines reliability communication, we study problem placement place autonomous vehicle (AUV) mobile transmission realize reliable, low-latency, low-energy collection in UASNs. First, formulate positions can meet a certain frame error rate (FER) requirement as FER-restricted area (FRA), approximate...

10.1109/twc.2023.3268720 article EN IEEE Transactions on Wireless Communications 2023-04-26

Underwater acoustic sensor networks are the efficient way to realize marine applications, which greatly rely on reliable data collection from underwater sensors. For this purpose, we exploit an autonomous vehicle (AUV) as a mobile relay reduce communication errors, and propose frame error rate (FER)-based AUV algorithm. This algorithm will allow avoid visiting sensors that have sufficiently low FER cruising journey. high-FER sensors, moves minimum-FER positions their data. By analyzing...

10.1109/lwc.2022.3181239 article EN IEEE Wireless Communications Letters 2022-06-08

The use of underwater unmanned vehicles has proven to be an efficient method for reliable marine data collection. For this purpose, we utilize surface vehicle (USV) as a mobile sink and autonomous (AUV) relay reduce communication errors. As reliability depends on receiving positions, our study focuses the placement ensure collaborative communication. shallow-water sensors, formulate positions that can meet specific frame error rate (FER) requirement FER-restricted area (FRA), where USV...

10.1109/lcomm.2023.3330905 article EN IEEE Communications Letters 2023-11-07

Signal detection is a crucial process for communication systems, and molecular (MC) no exception. Current research on signal in MC focuses either model-based detectors or data-driven detectors. In contrast, our work investigates the integration of both schemes. By incorporating prior knowledge from scheme, neural network structure can be redesigned, significantly mitigating impacts inter-symbol interference inter-link multiple-input multiple-output (MIMO) systems. The feasibility such an...

10.1109/lwc.2024.3387991 article EN IEEE Wireless Communications Letters 2024-04-12

10.1109/infocomwkshps61880.2024.10620884 article EN IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) 2024-05-20

10.1109/iccc62479.2024.10681756 article EN 2022 IEEE/CIC International Conference on Communications in China (ICCC) 2024-08-07

10.1109/wcsp62071.2024.10827559 article EN 2021 13th International Conference on Wireless Communications and Signal Processing (WCSP) 2024-10-24

10.1109/iccc62479.2024.10682003 article EN 2022 IEEE/CIC International Conference on Communications in China (ICCC) 2024-08-07

Ocean big data is becoming a future trend of the Internet Underwater Things (IoUT). wireless sensor networks (UWSNs) technique promising method to realize ocean data. However, limited energy and low location accuracy nodes make collection UWSNs difficult. To reduce consumption nodes, we consider an autonomous underwater vehicle (AUV) based collection, where AUV moves close sensors collect using short-range high-rate communications. Particularly, propose grouping-based dynamic trajectory...

10.1109/icc42927.2021.9500249 article EN ICC 2022 - IEEE International Conference on Communications 2021-06-01

In recent years, molecular communication (MC) has received much attention as a novel paradigm with versatile applications in the biomedical field, nanomaterials, industry and military. The transmission distance is one of important pa-rameters MC, it affects channel gains, which are for detection process receiver. estimation accuracy highly performance efficiency MC system, so an in-depth study necessary regard to this issue. Due fact that information should be measured provided before...

10.1109/cyber59472.2023.10256480 article EN 2023-07-11

In recent years, reliable and timely data collection from underwater acoustic sensor networks (UASNs) has attracted widespread attention in academia. For this proposal, we study the autonomous vehicle (AUV)-based real-time mobile relaying network UASNs. Relay placement determines reliability of communication relay network. We first formulate positions that can meet a certain frame error rate (FER) requirement as FER-restricted area (FRA), approximate FRA with three-dimensional ellipsoid...

10.1109/icc45041.2023.10279433 article EN ICC 2022 - IEEE International Conference on Communications 2023-05-28
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