D-Index & Metrics Best Publications

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 64 Citations 17,377 327 World Ranking 732 National Ranking 355
Computer Science D-index 64 Citations 17,964 379 World Ranking 1614 National Ranking 895

Overview

What is he best known for?

The fields of study he is best known for:

  • Computer network
  • Artificial intelligence
  • The Internet

His scientific interests lie mostly in Computer network, Distributed computing, Wireless, Wireless network and Real-time computing. His Computer network study incorporates themes from Wireless ad hoc network and Video quality. His Distributed computing research incorporates themes from MIMO, Scheduling, Mobile computing and Greedy algorithm.

His work deals with themes such as Quality of service, Cognitive radio, Destination-Sequenced Distance Vector routing, Testbed and Coding, which intersect with Wireless network. His work carried out in the field of Real-time computing brings together such families of science as Channel state information, Orthogonal frequency-division multiplexing and Implementation. His research in Smart grid intersects with topics in Data center, Data science and Big data.

His most cited work include:

  • Big Data: A Survey (1645 citations)
  • CSI-Based Fingerprinting for Indoor Localization: A Deep Learning Approach (479 citations)
  • Video transport over ad hoc networks: multistream coding with multipath transport (270 citations)

What are the main themes of his work throughout his whole career to date?

Shiwen Mao focuses on Computer network, Distributed computing, Wireless network, Real-time computing and Wireless. His Computer network research includes themes of Cognitive radio, Communication channel, Wireless ad hoc network and Throughput. His biological study spans a wide range of topics, including Wireless mesh network, Resource allocation and Multipath routing.

His studies deal with areas such as Wireless sensor network and Power control as well as Wireless network. The concepts of his Real-time computing study are interwoven with issues in Scheduling, Channel state information and Mobile device. His studies in Scheduling integrate themes in fields like Mathematical optimization and Smart grid.

He most often published in these fields:

  • Computer network (43.97%)
  • Distributed computing (22.79%)
  • Wireless network (18.77%)

What were the highlights of his more recent work (between 2019-2021)?

  • Real-time computing (17.69%)
  • Artificial intelligence (7.77%)
  • Deep learning (4.56%)

In recent papers he was focusing on the following fields of study:

Shiwen Mao mainly focuses on Real-time computing, Artificial intelligence, Deep learning, Wireless network and Wireless. Shiwen Mao has included themes like Software deployment, Channel state information, Mobile device and Respiration rate in his Real-time computing study. His study in Wireless network is interdisciplinary in nature, drawing from both Scalability, Distributed computing, Neighbor Discovery Protocol, Optimization problem and Reinforcement learning.

The study incorporates disciplines such as Enhanced Data Rates for GSM Evolution and Logical reasoning in addition to Distributed computing. His study on Wireless also encompasses disciplines like

  • Bandwidth allocation, which have a strong connection to Nonlinear programming, Base station, Throughput and Radio spectrum,
  • Frequency band that connect with fields like Scheduling. Shiwen Mao focuses mostly in the field of Heterogeneous network, narrowing it down to topics relating to Computer network and, in certain cases, Virtual reality.

Between 2019 and 2021, his most popular works were:

  • Deep Convolutional Neural Networks for Indoor Localization with CSI Images (60 citations)
  • Privacy Protection and Intrusion Avoidance for Cloudlet-Based Medical Data Sharing (40 citations)
  • Dynamic Spectrum Interaction of UAV Flight Formation Communication With Priority: A Deep Reinforcement Learning Approach (25 citations)

In his most recent research, the most cited papers focused on:

  • Computer network
  • The Internet
  • Artificial intelligence

His primary scientific interests are in Real-time computing, Artificial intelligence, Mobile device, Artificial neural network and Deep learning. His Real-time computing research includes elements of Respiration rate and Ultra high frequency. His Mobile device study combines topics in areas such as RSS, Phase, Software deployment and Channel state information.

As part of one scientific family, Shiwen Mao deals mainly with the area of Phase, narrowing it down to issues related to the Orthogonal frequency-division multiplexing, and often Convolutional neural network and Wireless. Wireless network is the focus of his Wireless research. His Deep learning research is multidisciplinary, relying on both Signal, Communications system and Pattern recognition.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Big Data: A Survey

Min Chen;Shiwen Mao;Yunhao Liu.
Mobile Networks and Applications (2014)

3790 Citations

CSI-Based Fingerprinting for Indoor Localization: A Deep Learning Approach

Xuyu Wang;Lingjun Gao;Shiwen Mao;Santosh Pandey.
IEEE Transactions on Vehicular Technology (2017)

847 Citations

Big Data: Related Technologies, Challenges and Future Prospects

Min Chen;Shiwen Mao;Yin Zhang;Victor C. M. Leung.
(2014)

399 Citations

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning

Xianfu Chen;Honggang Zhang;Celimuge Wu;Shiwen Mao.
IEEE Internet of Things Journal (2019)

395 Citations

Multiobjective Optimization for Computation Offloading in Fog Computing

Liqing Liu;Zheng Chang;Xijuan Guo;Shiwen Mao.
IEEE Internet of Things Journal (2018)

374 Citations

Video transport over ad hoc networks: multistream coding with multipath transport

Shiwen Mao;Shunan Lin;S.S. Panwar;Yao Wang.
IEEE Journal on Selected Areas in Communications (2003)

372 Citations

CSI Phase Fingerprinting for Indoor Localization With a Deep Learning Approach

Xuyu Wang;Lingjun Gao;Shiwen Mao.
IEEE Internet of Things Journal (2016)

343 Citations

Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues

Yaohua Sun;Mugen Peng;Yangcheng Zhou;Yuzhe Huang.
IEEE Communications Surveys and Tutorials (2019)

316 Citations

DeepFi: Deep learning for indoor fingerprinting using channel state information

Xuyu Wang;Lingjun Gao;Shiwen Mao;Santosh Pandey.
wireless communications and networking conference (2015)

314 Citations

Performance Evaluation of Cognitive Radios: Metrics, Utility Functions, and Methodology

Youping Zhao;Shiwen Mao;J.O. Neel;J.H. Reed.
Proceedings of the IEEE (2009)

233 Citations

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