Now showing items 1-20 of 45

    • Liao, Zhifang; Zhao, Benhong; Liu, Shengzong; Jin, Haozhi; He, Dayu; Yang, Liu; Zhang, Yan; Wu, Jinsong (Springer New York LLC, 2019)
      © 2018, Springer Science+Business Media, LLC, part of Springer Nature.In nature ecosystems, animal life-spans are determined by genes and some other biological characteristics. Similarly, the software project life-spans ...
    • Chen, Maojian; Luo, Xiong; Zhu, Yueqin; Li, Yan; Zhao, Wenbing; Wu, Jinsong (TSI, 2020)
      The past decade has witnessed the rapid advancements of geological data analysis techniques, which facilitates the development of modern agricultural systems. However, there remains some technical challenges that should ...
    • Li, Guangyu; Li, Xuanpeng; Sun, Qiang; Boukhatem, Lila; Wu, Jinsong (IEEE, 2020)
      Available charging information exchanges between mobile electric vehicles (EVs) and charging stations are significantly critical in spatio-temporal coordinated charging services introduced by smart girds. In this paper, ...
    • Liao, Zhifang; Gao, Le; Zhou, Tian; Fan, Xiaoping; Zhang, Yan; Wu, Jinsong (Institute of Electrical and Electronics Engineers Inc., 2019)
      A lot of image processing research works focus on natural images, such as in classification, clustering, and the research on the recognition of artworks (such as oil paintings), from feature extraction to classifier design, ...
    • Lu, Guanping; Wu, Jinsong; Qiu, Robert C.; Ling, Hong (Institute of Electrical and Electronics Engineers Inc., 2019)
      This paper addresses the asymptotic behavior of a particular type of information-plus-noise-type matrices, where the column and row numbers of the matrices are large and of the same order, while signals have diverged and ...
    • Song, Hao; Bai, Jianan; Yi, Yang; Wu, Jinsong; Liu, Lingjia (IEEE-Institute of Electrical and Electronics Engineers, 2020)
      The explosive growth of wireless devices motivates the development of the internet-of-things (IoT), which is capable of interconnecting massive and diverse "things" via wireless communications. This is also called massive ...
    • Wu, Jinsong; Guo, Song; Li, Jie; Zeng, Deze (2016)
      Big data are widely recognized as being one of the most powerful drivers to promote productivity, improve efficiency, and support innovation. It is highly expected to explore the power of big data and turn big data into ...
    • Wu, Jinsong; Guo, Song; Li, Jie; Zeng, Deze (2016)
      Nowadays, there are two significant tendencies, how to process the enormous amount of data, big data, and how to deal with the green issues related to sustainability and environmental concerns. An interesting question is ...
    • Gaofeng, Hua; Zhu, Li; Wu, Jinsong; Shen, Chunzi; Zhou, Lingyan; Lin, Qingqing (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Due to the long train marshaling and complex line conditions, the operating modes in heavy haul rail systems frequently change when trains travel. Improper traction or braking operation made by drivers will increase the ...
    • Chen, Yi; Wen, Hong; Wu, Jinsong; Song, Huanhuan; Xu, Aidong; Jiang, Yixin; Zhang, Tengyue; Wang, Zhen (MDPI AG, 2019)
      In this paper, we propose a clustering based physical-layer authentication scheme (CPAS) to overcome the drawback of traditional cipher-based authentication schemes that suffer from heavy costs and are limited by ...
    • Xie, Feiyi; Wen, Hong; Wu, Jinsong; Chen, Songlin; Hou, Wenjing; Jiang, Yixin (IEEE Computer Soc, 2020)
      In this article, a convolutional neural network (CNN) enhanced radio frequency fingerprinting (RFF) authentication scheme is presented for Internet of things (IoT). RFF is a non-cryptographic authentication technology, ...
    • Liao, Zhifang; Wu, ZeXuan; Li, Yanbing; Zhang, Yan; Fan, Xiaoping; Wu, Jinsong (Springer, 2020)
      Pull Request (PR) is a major contributor to external developers of open-source projects in GitHub. PR reviewing is an important part of open-source software developments to ensure the quality of project. Recommending ...
    • Liao, Run Fa; Wen, Hong; Wu, Jinsong; Pan, Fei; Xu, Aidong; Jiang, Yixin; Xie, Feiyi; Cao, Minggui (MDPI AG, 2019)
      In this paper, a deep learning (DL)-based physical (PHY) layer authentication framework is proposed to enhance the security of industrial wireless sensor networks (IWSNs). Three algorithms, the deep neural network (DNN)-based ...
    • Dai, Cui-Qin; Luo, Junfeng; Fu, Shu; Wu, Jinsong; Chen, Qianbin (IEEE-Inst. Electrical Electronics Engineers, 2020)
      The satellite-terrestrial integrated networks (STINs) have gradually become a new class of effective ways to satisfy the requirements of a higher capacity and stronger connection in the future communications. In contrast ...
    • Wei, Guandong; Yang, Kay; Gao, Xiaozheng; Yu, Ye; Wu, Jinsong; Jianping, An (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      We investigate the energy-efficient channel estimation in wireless networks, where one pilot is inserted for every several data slots to estimate the channel coefficients. Both the channel state information estimation error ...
    • Fu, Shu; Wen, Hong; Wu, Jinsong; Wu, Bin (IEEE Inst Electrical and Electronic Engineering Inc., 2017)
      The coordinated multiple-point (CoMP) transmission technique recently has been considered as an efficient method to achieve energy-efficient cellular wireless communications and enhance cell-edge user performance. Conventional ...
    • Gao, Xiaozheng; Yang, Kai; Yang, Nan; Wu, Jinsong (Elsevier B.V., 2019)
      © 2018 Elsevier B.V. We propose an energy-efficient resource block (RB) assignment and power control strategy for underlay device-to-device (D2D) communications in multi-cell networks, where more than one D2D pair is allowed ...
    • Wang, Runhua; Zeng, Feng; Yao, Lan; Wu, Jinsong (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Word-of-Mouth (WoM) mode, as a new mode of task sensing in crowdsourcing, shows high efficiency in building contributor groups. To better tap the potential of WoM mobile crowdsourcing, the underlying rationale of interactions ...
    • Wu, Jinsong; Thompson, John; Zhang, Honggang; Prasad, RangaRao Venkatesha; Guo, Song (IEEE-Inst Electrical Electronics Engineers, 2016)
    • Huang, Huawei; Guo, Song; Wu, Jinsong; Li, Jie (IEEE, 2016)
      A TCAM-based flow table is power-hungry hardware that can provide high-speed lookup operations for packet switching networks. A number of energy-efficient TCAM usage approaches have been proposed in recent literature, but ...