牛晓光-pg电子夺宝试玩

牛晓光

武汉大学计算机学院 计算机科学系 网络研究所

研究方向

大数据挖掘管理与分析,机器学习与智能交互,计算机网络,模式识别,网络安全,无线网络,物联网,智能计算

教育背景

牛晓光，武汉大学计算机学院教授，ccf/ieee/acm会员，ccf物联网专委会委员，教育部创新团队成员。研究领域包括移动感知与智能计算、物联网、空间智能认知与位置服务、计算机网络、网络安全与隐私保护、模式识别/人工智能在移动计算/位置服务方面的应用。主持国家自然科学基金2项，国家重点研发计划项目子课题2项，湖北省自然科学基金2项，湖北省教改项目1项，教育部重点实验室开放基金1项。作为研究骨干获中国测绘科技进步特等奖1项，北京市科技进步三等奖1项；在国际期刊和会议发表论文30余篇(sci 检索21篇)，担任多个国际会议/sci期刊的审稿人。

工作经验

教授课程

《计算机网络》、《物联网定位技术》、《物联网应用与技术》

发表论文

近期论文：

[1] xiaoguang niu, kaiyi zou, da shen, steve drew, shaowu wu, guangyiguo, ruizhi chen. ultramotion: high-precision ultrasonic arm tracking for real-world exercises. in ieee transactions on mobile computing, pp. 1-18, doi: 10.1109/tmc.2023.3241077.

[2] yuanzhuo xu，xiaoguang niu, jie yang, steve drew, jiayu zhou, ruizhi chen. usdnl: uncertainty-based single dropout in noisy label learning. in 37th aaai conference on artificial intelligence(aaai), pp. 1-7, aaai, 2023. (ei检索)

[3] shiwen gong, dandan liu, mdzakirulalambhuiyan, and xiaoguang niu. ocp: an olap-based bus crowdedness smart-perceiving mechanism for urban transportation. connection science 34, no. 1 (2022): 2066-2083.(sci检索)

[4] 陈锐志,钱隆,牛晓光,徐诗豪,陈亮,裘超. 基于数据与模型双驱动的音频/惯性传感器耦合定位方法. 测绘学报. 51(7):1160-1171, 2022. (ei检索)

[5] chao qiu, yuanzhuo xu, yu zhu, luyaoxie, da shen, junhui huang, and xiaoguang niu. magins: neural network inertial navigation system corrected by magnetic information. in 2021 ieee international performance, computing, and communications conference (ipccc), pp. 1-8. ieee, 2021.(ei检索)

[6] xingxingxiong, shubo liu, dan li, zhaohuicai, and xiaoguang niu. real-time and private spatio-temporal data aggregation with local differential privacy. journal of information security and applications 55 (2020): 102633.(sci检索)

[7] siyu chen, yu zhu, xiaoguang niu, and zhiyong hu. improved window segmentation for deep learning based inertial odometry. 2020 ieee 39th international performance computing and communications conference (ipccc), pp. 1-7. ieee, 2020.(ei检索)

[8] xingxingxiong, shubo liu, dan li, zhaohuicai, and xiaoguang niu. a comprehensive survey on local differential privacy. security and communication networks 2020 (2020).(sci检索)

[9] xiaoguang niu, luyaoxie, jiawei wang, haiming chen, dandan liu, and ruizhi chen. atlas: an activity-based indoor localization and semantic labeling mechanism for residences. ieee internet of things journal 7, no. 10 (2020): 10606-10622.(sci检索)

[10] shiyu li, dengpan ye, shunzhi jiang, changrui liu, xiaoguang niu, and xiangyang luo. anti-steganalysis for image on convolutional neural networks. multimedia tools and applications 79, no. 7 (2020): 4315-4331.(sci检索)

[11] xingxingxiong, shubo liu, dan li, jun wang, and xiaoguang niu. locally differentially private continuous location sharing with randomized response. international journal of distributed sensor networks 15, no. 8 (2019): 1550147719870379.(sci检索)

[12] fangfang ma, shubo liu, xingxingxiong, and xiaoguang niu. privacy protection based on local differential privacy for numerical sensitive data of wearable devices. journal of computer applications 39, no. 7 (2019): 1985.(sci检索)

[13] zhibo wang, jiahui hu, qian wang, ruizhaolv, jian wei, honglong chen, and xiaoguang niu. task-bundling-based incentive for location-dependent mobile crowdsourcing. ieee communications magazine 57, no. 2 (2019): 54-59.(sci检索)

[14] zheng li, jingbin liu, fan yang, xiaoguang niu, leilei li, zemin wang, and ruizhi chen. a bayesian density model based radio signal fingerprinting positioning method for enhanced usability. sensors 18, no. 11 (2018): 4063.(sci检索)

[15] xiaoguang niu, chun zhang, ankang wang, jingbin liu. a crowdsourcing-based wi-fi fingerprinting mechanism using un-supervised learning. international conference on wireless algorithms, systems, and applications (wasa2018), pp. 1-9, mar., 2018.(ei检索)

[16] zhibo wang, ran tan, jiahui hu, jing zhao, qian wang, feng xia, and xiaoguang niu. heterogeneous incentive mechanism for time-sensitive and location-dependent crowdsensing networks with random arrivals. computer networks, 131(2018), pp.96-109, 2018. (sci检索)

[17] xiaoguang niu, jiawei wang, qiongzan ye, yihao zhang. a privacy-preserving incentive mechanism for participatory sensing systems. security and communication networks (scn), pp.1-15, 2018. doi:10.1155/2018/2593537. (sci检索)

[18] xiaoguang niu, zhen wang, qiongzan ye, yihao zhang, jiawei wang. a hierarchical-learning-based crowdedness estimation mechanism for crowdsensing buses. ieee international performance computing and communications conference (ipccc2017), pp. 1-8, dec., 2017. (ei检索)

[19] xiaoguang niu, yihao zhang, yalan yao, xu chen*, josepmiqueljornet, jin liu. an energy-efficient source-anonymity protocol in surveillance systems. personal and ubiquitous computing (puc), 20(5), pp.771-783, 2016. (sci检索)

[20] ziwei liu, xiaoguang niu, xu lin, ting huang, yunlong wu, hui li. a task-centric cooperative sensing scheme for mobile crowdsourcing systems. sensors, 16(5):1-19, 2016. (sci检索)

[21] xiaoguang niu, yihao zhang, ting huang, xiaoping wu. osim: an olap-based similarity search service solver for dynamic information networks. international conference on wireless algorithms, systems, and applications (wasa2016), lncs, vol. 9798, pp.536-547, aug. 2016. (ei检索)

[22] 牛晓光, 魏川博. 无线传感网中能量均衡高效的源位置隐私保护协议. 通信学报, 37(4):2016069, 2016. (ei检索)

[23] xiaoguang niu, ying zhu, qingqing cao, kun zheng, wei xie. an online traffic prediction based routing service mechanism for smart city. international journal of distributed sensor networks ijdsn, 2015(970256):1-16, 2015. (sci检索)

[24] 牛晓光, 魏川博, 冯为江, 彭国军, 张焕国. onsa:传感网中基于优化非均匀统计特性的源匿名协议. 通信学报, 36(6):2015143, 2015. (ei检索)

[25] jin liu, juan li, xiaohui cui, xiaoguang niu, xiaoping sun, jing zhou. social sensing enhanced time estimation for bus service. concurrency and computation: practice and experience, 27(15), pp. 3961-3981, 2015. (sci检索)

[26] jin liu, juan li, xiaoguang niu, xiaohui cui, yunchuan sun. greenocr: an energy-efficient optimal clustering routing protocol. computer journal. 58(6), pp.1344-1359, 2015. (sci检索)

[27] xiaoguang niu, meng li, qianyuan chen, qingqing cao, houzhen wang. eppi: an e-cent-based privacy-preserving incentive mechanism for participatory sensing systems. ieee international performance computing and communications conference (ipccc2014), pp. 1-8, dec., 2014. (ei检索)

[28] xiaoguang niu, ying zhu, xining zhang. deepsense: a novel learning mechanism for traffic prediction with taxi gps traces. ieee global telecommunications conference (globecom2014), pp. 2805-2810, dec., 2014. (ei检索)

[29] xiaoguang niu, meng li, jin liu. wtrack: hmm-based walk pattern recognition and indoor pedestrian tracking using phone inertial sensors. personal and ubiquitous computing (puc), 18(8), pp.1901-1915, 2014. (sci检索)

[30] xiaoguang niu, chuanbo wei, weijing feng. osap: optimal-cluster-based source anonymity protocol in delay-sensitive wireless sensor networks. ieee wireless communications and networking conference (wcnc 2014), pp.2880- 2885, apr., 2014(ei检索)

获奖情况：

2022 中国测绘科技进步奖特等奖

2018 全国研究生移动终端应用设计创新大赛一等奖 - "优秀指导教师"

2018 中国高校计算机大赛-"优秀指导教师"

2013 全国大学生信息安全竞赛一等奖 - "优秀指导教师"

2014 北京科技进步三等奖

科研课题

研究团队

本课题组招收博士/硕士研究生和优秀本科生，将为学生提供良好的工作学习环境、待遇和悉心的指导，欢迎有意从事物联网、移动感知与智能计算、空间智能认知与位置服务、模式识别、群智感知隐私保护方向研究的同学与我联系。课题组将努力引导学生接触最新的科学研究，发表高水平研究成果，为将来毕业工作或继续深造打造良好的基础。对于优秀学生，本课题组将提供去国外高校学习交流的机会，以及推荐到国内外知名大学攻读博士学位。

知识产权

学术服务

成果展示

其他