主持项目

广东省重点研发项目《量子密钥分发关键技术》，课题《无线物理安全密钥分发系统》负责人（2020-2024）；

华为技术有限公司《应对信令欺诈攻击的物理层安全技术研究合作项目》（2020-2021）；

国家自然科学基金《光通信系统基于物理层指纹的识别与认证安全技术研究》 (2017-2019)；

江苏省自然科学基金《基于物理层特征的无线通信安全技术》 (2017-2019)；

主要参与项目

网络通信与安全紫金山实验室前沿交叉课题项目《端到端物理安全的移动保密通信技术》(2019-2022) ;

（研究融合无线信道生成密钥和量子密钥的原型系统。有无线通信，量子通信，信号处理背景的硕士毕业生，博士毕业生欢迎参与紫金山实验室研究，可邮箱投简历）

国家重点研发项目国际科技创新合作重点专项《基于量子密钥的物联网安全体系和关键技术联合研发》（2020-2023）；

国家自然科学基金移动通信安全基础理论与关键技术专项项目《动态构造物理特征的空口安全通信理论方法研究》(2020-2021)；

国家重点研发计划《异构物体资源建模与交换关键技术》 (2019-2022)；

江苏省重点研发项目《电力物理网边缘接入安全关键技术研发》(2019-2022)；

国家自然科学基金《面向未来移动通信的物理层安全技术研究》 (2016-2019)；

国家自然科学基金《基于射频指纹的无线目标识别与定位技术研究》 (2017-2019)；

法国国家科研署（ANR）项目 “Communication MIMO OFDM vertes à base d’antennes micro-structuréeset de retournement temporal (基于时间反演和微尺寸天线的MIMO-OFDM传输)”；

[40][J] Chen Zekun, Peng Linning, Hu Aiqun, Fu Hua, “Generative adversarial network-based rogue device identification using differential constellation trace figure”, Eurasip Journal on Wireless Communications and Networking, v 2021, n 1, December 2021

[39][J] Zhou Xinyu, Hu Aiqun, Li Guyue, Peng Linning, Xing Yuexiu, Yu Jiabao,  “A Robust Radio Frequency Fingerprint Extraction Scheme for Practical Device Recognition”,  IEEE Internet of Things Journal, 2021

[38][J] Xing Yuexiu, Wang Ting, Zhou Fen, Hu Aiqun, Li Guyue, Peng Linning,  “EVAL Cane: Nonintrusive Monitoring Platform with a Novel Gait-Based User-Identification Scheme”, IEEE Transactions on Instrumentation and Measurement, v 70, 2021

[37][C] Li Zhaosheng, Peng Linning, “Research on the design of highly random and consistent wireless key generation system”, ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference, p 1685-1690, December 11, 2020

[36][C] Wang Sheng, Peng Linning, Fu Hua, Hu Aiqun, Zhou Xinyu, “A convolutional neural network-based rf fingerprinting identification scheme for mobile phones”, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020, p 115-120, July 2020

[35][J] 陈超，彭林宁，张广凯，一种基于相关峰统计特征的光纤以太网设备指纹识别系统，《通信技术》，2020，53(02):284-292

[34][J] 季澈，彭林宁，胡爱群，王栋，基于射频信号特征的Airmax设备指纹提取方法，《数据采集与处理》，Vol.35，No.2，Mar.2020，pp.331-343

[33][J] 袁瑞，彭林宁，李古月，付华，不同环境下无线信道密钥生成性能研究，《密码学报》2020, 7(2): 261–273 

[32][J] Peng Linning, Zhang Junqing, Liu Ming, Hu Aiqun, “Deep Learning Based RF Fingerprint Identification Using Differential Constellation Trace Figure”, IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 1091-1095, Jan. 2020

[31][C] Yao Li, Peng Linning, Li Guyue, Fu Hua, Hu Aiqun, “A Simulation and Experimental Study of Channel Reciprocity in TDD and FDD Wiretap Channels”, 2019 IEEE 19th International Conference on Communication Technology, ICCT 2019

[30][C] Wang Yufan, Peng Linning, Fu Hua, Li Guyue, Hu Aiqun, “Performance Analysis of Concatenated Error Correction Code in Secret Key Generation System”, 2019 IEEE 19th International Conference on Communication Technology, ICCT 2019

[29][C] Xing Yuexiu, Hu Aiqun, Yu Jiabao, Li Guyue, Peng Linning, Zhou Fen, “A Robust Radio Frequency Fingerprint Identification Scheme for LFM Pulse Radars”, 2019 International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob 2019

[28][C] Yu Jiabao, Hu Aiqun, Zhou Fen, Xing Yuexiu, Yu Yi, Li Guyue, Peng Linning, “Radio Frequency Fingerprint Identification Based on Denoising Autoencoders”,2019 International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob 2019

[27][J] Peng Linning, Li Guyue, Zhang Junqing, Woods Roger, Liu Ming and Hu Aiqun, “An Investigation of Using Loop-Back Mechanism for Channel Reciprocity Enhancement in Secret Key Generation”, IEEE Transactions on Mobile Computing, vol. 18, no. 3, pp. 507-519, Mar. 2019

[26][J] Peng Linning, Hu Aiqun, Zhang Junqing, Jiang Yu, Yu Jiabao, Yan Yan, “Design of a Hybrid RF Fingerprint Extraction and Device Classification Scheme”, IEEE Internet of Things Journal, vol. 6, no. 1, pp. 349-360, Feb. 2019

[25][C] Peng Linning, Hu Aiqun, “A Design of Deep Learning Based Optical Fiber Ethernet Device Fingerprint Identification System”. 2019 IEEE International Conference on Communications (ICC), May 2019

[24][J] Jiang Yu, Peng Linning, Hu Aiqun, Wang Sheng, Huang Yi, Zhang Lu, “Physical layer identification of LoRa devices using constellation trace figure”, Eurasip Journal on Wireless Communications and Networking, vol. 2019, no. 1, December 1, 2019

[23][C] Zhou Xinyu, Hu Aiqun, Li Guyue, Peng Linning, Xing Yuexiu, Yu Jiabao, “Design of a Robust RF Fingerprint Generation and Classification Scheme for Practical Device Identification”, 2019 IEEE Conference on Communications and Network Security (CNS), June 2019 

[22][J] Yu Jiabao, Hu Aiqun, Li Guyue, Peng Linning, “A Robust RF Fingerprinting Approach Using Multisampling Convolutional Neural Network”, IEEE Internet of Things Journal, vol. 6, no. 4, pp. 6786-6799, August 2019

[21][C] Peng Linning, Li Guyue, Zhang Junqing, Hu Aiqun, “Securing M2M Transmissions Using Nonreconciled Secret Keys Generated from Wireless Channels”, 2018 IEEE Globecom Workshops (GC Wkshps), December 2018

[20][C] Ren Yuqian, Peng Linning, Bai Wensong, Yu Jiabao, “A Practical Study of Channel Influence on Radio Frequency Fingerprint Features”, 2018 IEEE International Conference on Electronics and Communication Engineering (ICECE), July 2018

[19][C] Yuan Yangxin, Peng Linning, “Wireless device identification based on improved convolutional neural network model”, International Conference on Communication Technology Proceedings (ICCT), October 2018

[18][J] 齐恒, 彭林宁, 姜禹, 基于临近听域超声波TDOA室内定位的实现。《数据采集与处理》, 2018年, 第33卷，第6期，第154-160页

[17][J] Xing Yuexiu, Hu Aiqun, Zhang Junqing, Peng Linning, Li Guyue, “On radio frequency fingerprint identification for DSSS systems in low SNR scenarios”, IEEE Communications Letters, vol. 22, no. 11, pp. 2326-2329, November 2018

[16][J] Li Guyue, Hu Aiqun, Zhang Junqing, Peng Linning, Sun Chen, Cao Daming, “High-Agreement Uncorrelated Secret Key Generation Based on Principal Component Analysis Preprocessing”, IEEE Transactions on Communications, vol. 66, no. 7, pp. 3022-3034, July 2018

[15][C] Wang Dong, Hu Aiqun, Peng Linning, “Energy Selected Transmitter RF Fingerprint Estimation in Multi-Antenna OFDM Systems”, 2018 International Conference on Wireless Communications and Signal Processing (WCSP), November 2018

[14][J] 崔正阳; 胡爱群; 彭林宁，一种基于轮廓特征的射频指纹识别方法，《信息网络安全》，2017年，第10期，第75-80页

[13][C] Peng Linning, Li Guyue, Hu Aiqun, “Channel reciprocity improvement of secret key generation with loop-back transmissions”, 2017 International Conference on Communication Technology (ICCT), October 2017

[12][J] Peng Linning, Liu Ming, Hélard Maryline, Haese Sylvain, “PN-PAM scheme for short range optical transmission over SI-POF — an alternative to Discrete Multi-Tone (DMT) scheme”, Journal of the European Optical Society, vol. 13, no. 1, December 1, 2017

[11][J] 俞佳宝, 胡爱群, 朱长明, 彭林宁, 姜禹，无线通信设备的射频指纹提取与识别方法。《密码学报》，2016年，第3卷，第5期，第433-446页

[10][J] 彭林宁,胡爱群,朱长明,姜禹，基于星座轨迹图的射频指纹提取方法。《信息安全学报》, 2016年, 第1卷，第1期，第50-58页

[9][C] Peng Linning, Hu Aiqun, Jiang Yu, Yan Yan, Zhu Changming, “A differential constellation trace figure based device identification method for ZigBee nodes”, 2016 International Conference on Wireless Communications and Signal Processing (WCSP), November 2016

[8][C] Yu, Jiabao, Hu Aiqun, Peng Linning, “Blind DCTF-based estimation of carrier frequency offset for RF fingerprint extraction”, 2016 International Conference on Wireless Communications and Signal Processing (WCSP), November 2016

[7][C] Li Guyue, Hu Aiqun, Zou Yaning, Peng Linning, Valkama Mikko, “A novel transform for secret key generation in time-varying TDD channel under hardware fingerprint deviation”, IEEE Vehicular Technology Conference (VTC), Fall 2015

[6][J] Peng Linning, Helard Maryline, Haese Sylvain, Liu Ming, Helard Jean-Francois, “Hybrid PN-ZP-DMT scheme for spectrum-efficient optical communications and its application to SI-POF”, Journal of Lightwave Technology, vol. 32, no. 18, pp. 3149-3160, September 15, 2014

[5][J] Peng Linning, Hélard Maryline, Haese Sylvain, “On bit-loading for discrete multi-tone transmission over short range POF systems”, Journal of Lightwave Technology, vol. 31, no. 24, pp. 4155-4165, December 15, 2013

[4][J] Peng Linning, Haese Sylvain, Helard Maryline, “Optimized discrete multitone communication over polymer optical fiber”, Journal of Optical Communications and Networking, vol. 5, no. 11, pp. 1313-1327, November 2013

[3][J] Peng Linning, Haese Sylvain, Helard Maryline, “Frequency domain LED compensation for nonlinearity mitigation in DMT systems”, IEEE Photonics Technology Letters, vol. 25, no. 20, pp. 2022-2055, 2013

[2][C] Peng Linning, Hélard Maryline, Haese Sylvain, “Optimization of multi-band DFT-spread DMT system for polymer optical fiber communications”, IEEE International Conference on Communications (ICC), June 2013

[1][C] Peng Linning, Haese Sylvain, Hélard Maryline, Liu Ming, “1.5 Gbps PN-ZP-DMT transmission system for 1-mm core diameter SI-POF with RC-LED”, 39th European Conference and Exhibition on Optical Communication (ECOC), 2013