Note: For a complete list of my publications, please visit
my Google Scholar Author Profile: https://scholar.google.com/citations?user=iJ_XxxoAAAAJ&hl=en​
DBLP: https://dblp.org/pid/49/594.html

Cybersecurity and Privacy

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  1. I. Butun, P. Österberg and H. Song, "Security of the Internet of Things: Vulnerabilities, Attacks, and Countermeasures," in IEEE Communications Surveys & Tutorials, vol. 22, no. 1, pp. 616-644, Firstquarter 2020, doi: 10.1109/COMST.2019.2953364.
  2. *J. Wang, *Y. Liu and H. Song, "Counter-Unmanned Aircraft System(s) (C-UAS): State of the Art, Challenges, and Future Trends," in IEEE Aerospace and Electronic Systems Magazine, doi: 10.1109/MAES.2020.3015537.
  3. *Y. Liu, *J. Wang, J. Li, H. Song, T. Yang, *S. Niu, and Z. Ming, "Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices," in IEEE Internet of Things Journal.
    doi: 10.1109/JIOT.2020.3018677
  4. Zhihan Lv and Houbing Song. Trust Mechanism of Multimedia Network. ACM Transactions on Multimedia Computing, Communications, and Applications. Appl. 0, ja. DOI: https://doi.org/10.1145/3391296 
  5. Zhihan lv, Liang Qiao, and Houbing Song. Analysis of the Security of Internet of Multimedia Things. ACM Transactions on Multimedia Computing, Communications, and Applications. Appl. 0, ja. DOI: https://doi.org/10.1145/3398201
  6. H. Zhu, Y. Li, R. Li, J. Li, Z. You and H. Song, "SEDMDroid: An enhanced stacking ensemble of deep learning framework for Android malware detection," in IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2020.2996379.
  7. J. Guo, Y. Zhao, Y. Jiang and H. Song, "Coverage Guided Differential Adversarial Testing of Deep Learning Systems," in IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2020.2997359.
  8. J. Liang, Y. Jiang, M. Wang, X. Jiao, Y. Chen, H. Song and K. R. Choo, "DeepFuzzer: Accelerated Deep Greybox Fuzzing," in IEEE Transactions on Dependable and Secure Computing, doi: 10.1109/TDSC.2019.2961339.
  9. Z. Lv, L. Qiao, J. Li and H. Song, "Deep Learning Enabled Security Issues in the Internet of Things," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2020.3007130.
  10. Z. Lv, D. Chen, R. Lou and H. Song, "Industrial Security Solution for Virtual Reality," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2020.3004469.
  11. J. Gao, X. Yang, Y. Jiang, H. Song, K. -K. R. Choo and J. Sun, "Semantic Learning Based Cross-Platform Binary Vulnerability Search For IoT Devices," in IEEE Transactions on Industrial Informatics, vol. 17, no. 2, pp. 971-979, Feb. 2021, doi: 10.1109/TII.2019.2947432.
  12. S. Wang, H. Wang, J. Li, H. Wang, J. Chaudhry, M. Alazab, H. Song, "A Fast CP-ABE System for Cyber-Physical Security and Privacy in Mobile Healthcare Network," in IEEE Transactions on Industry Applications, vol. 56, no. 4, pp. 4467-4477, July-Aug. 2020, doi: 10.1109/TIA.2020.2969868.
  13. B. Cao, X. Wang, W. Zhang, H. Song and Z. Lv, "A Many-Objective Optimization Model of Industrial Internet of Things Based on Private Blockchain," in IEEE Network, vol. 34, no. 5, pp. 78-83, September/October 2020, doi: 10.1109/MNET.011.1900536.
  14. P. Hu, H. Ning, T. Qiu, H. Song, Y. Wang and X. Yao, "Security and Privacy Preservation Scheme of Face Identification and Resolution Framework Using Fog Computing in Internet of Things," in IEEE Internet of Things Journal, vol. 4, no. 5, pp. 1143-1155, Oct. 2017, doi: 10.1109/JIOT.2017.2659783.
  15. Q. Xu, P. Ren, H. Song and Q. Du, "Security-Aware Waveforms for Enhancing Wireless Communications Privacy in Cyber-Physical Systems via Multipath Receptions," in IEEE Internet of Things Journal, vol. 4, no. 6, pp. 1924-1933, Dec. 2017, doi: 10.1109/JIOT.2017.2684221.
  16. I. Butun, M. Erol-Kantarci, B. Kantarci and H. Song, "Cloud-centric multi-level authentication as a service for secure public safety device networks," in IEEE Communications Magazine, vol. 54, no. 4, pp. 47-53, April 2016, doi: 10.1109/MCOM.2016.7452265.
  17. W. Li and H. Song, "ART: An Attack-Resistant Trust Management Scheme for Securing Vehicular Ad Hoc Networks," in IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 4, pp. 960-969, April 2016, doi: 10.1109/TITS.2015.2494017.
  18. W. Li, H. Song and F. Zeng, "Policy-Based Secure and Trustworthy Sensing for Internet of Things in Smart Cities," in IEEE Internet of Things Journal, vol. 5, no. 2, pp. 716-723, April 2018, doi: 10.1109/JIOT.2017.2720635.
  19. Y. Tian, J. Yuan and H. Song, "Secure and Reliable Decentralized Truth Discovery Using Blockchain," 2019 IEEE Conference on Communications and Network Security (CNS), Washington DC, DC, USA, 2019, pp. 1-8, doi: 10.1109/CNS.2019.8802712.
  20. L. A. Tawalbeh, H. Tawalbeh, H. Song and Y. Jararweh, "Intrusion and attacks over mobile networks and cloud health systems," 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Atlanta, GA, 2017, pp. 13-17, doi: 10.1109/INFCOMW.2017.8116345.
  21. Y. Xu, Q. Du and H. Song, "Security-Enhanced Wireless Multicast via Adaptive Fountain Codes over Distributed Caching Network," 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI), Guangzhou, 2018, pp. 2089-2096, doi: 10.1109/SmartWorld.2018.00350.
  22. B. Jiang, J. Yang and H. Song, "Protecting Privacy From Aerial photography: State of the Art, Opportunities, and Challenges," IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, ON, Canada, 2020, pp. 799-804, doi: 10.1109/INFOCOMWKSHPS50562.2020.9162649.
  23. M. Albalawi and H. Song, "Data Security and Privacy Issues in Swarms of Drones," 2019 Integrated Communications, Navigation and Surveillance Conference (ICNS), Herndon, VA, USA, 2019, pp. 1-11, doi: 10.1109/ICNSURV.2019.8735133. (Best Paper Award-Cybersecurity)
  24. F. Alrefaei, A. Alzahrani, H. Song and M. Zohdy, "Security of Cyber Physical Systems: Vulnerabilities, Attacks and Countermeasure," 2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS), Vancouver, BC, Canada, 2020, pp. 1-6, doi: 10.1109/IEMTRONICS51293.2020.9216454.
  25. M. Hanif and H. Song, "Blocks' Network: Redesign Architecture Based on Blockchain Technology," 2019 IEEE International Conference on Industrial Internet (ICII), Orlando, FL, USA, 2019, pp. 34-39, doi: 10.1109/ICII.2019.00017.
  26. J. Wang, N. Juarez, E. Kohm, Y. Liu, J. Yuan and H. Song, "Integration of SDR and UAS for Malicious Wi-Fi Hotspots Detection," 2019 Integrated Communications, Navigation and Surveillance Conference (ICNS), Herndon, VA, USA, 2019, pp. 1-8, doi: 10.1109/ICNSURV.2019.8735296.
  27. Y. Liu, J. Wang, H. Song, J. Li and J. Yuan, "Blockchain-based Secure Routing Strategy for Airborne Mesh Networks," 2019 IEEE International Conference on Industrial Internet (ICII), Orlando, FL, USA, 2019, pp. 56-61, doi: 10.1109/ICII.2019.00021.
  28. C. Mercenit, J. C. Rios, Y. Liu, J. Wang, J. Yuan and H. Song, "Analysis of Rogue Access Points Using SDR," 2019 IEEE International Conference on Industrial Internet (ICII), Orlando, FL, USA, 2019, pp. 50-55, doi: 10.1109/ICII.2019.00020.
  29. R. Wang, H. Song, Y. Jing, K. Yang, Y. Guan and J. Sun, "A Sensor Attack Detection Method in Intelligent Vehicle with Multiple Sensors," 2019 IEEE International Conference on Industrial Internet (ICII), Orlando, FL, USA, 2019, pp. 219-226, doi: 10.1109/ICII.2019.00047.

Cyber-Physical Systems/Smart and Connected Communities

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  1. Yu Jiang, Houbing Song, Yixiao Yang, Han Liu, Ming Gu, Yong Guan, Jiaguang Sun, and Lui Sha. 2018. Dependable Model-driven Development of CPS: From Stateflow Simulation to Verified Implementation. ACM Transactions on Cyber-Physical Systems, 3, 1, Article 12 (August 2018), 31 pages. DOI: https://doi.org/10.1145/3078623
  2. J. Yang, C. Wang, B. Jiang, H. Song and Q. Meng, "Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects," in IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2020.2998818.
  3. R. Wang, Y. Guan, H. Song, X. Li, X. Li, Z. Shi and X. Song, "A Formal Model-Based Design Method for Robotic Systems," in IEEE Systems Journal, vol. 13, no. 1, pp. 1096-1107, March 2019, doi: 10.1109/JSYST.2018.2867285.
  4. R. Wang, Y. Wei, H. Song, Y. Jiang, Y. Guan, X. Song and X. Li, "From Offline Towards Real-Time Verification for Robot Systems," in IEEE Transactions on Industrial Informatics, vol. 14, no. 4, pp. 1712-1721, April 2018, doi: 10.1109/TII.2017.2788901.
  5. Y. Jiang, H. Song, R. Wang, M. Gu, J. Sun and L. Sha, "Data-Centered Runtime Verification of Wireless Medical Cyber-Physical System," in IEEE Transactions on Industrial Informatics, vol. 13, no. 4, pp. 1900-1909, Aug. 2017, doi: 10.1109/TII.2016.2573762.
  6. L. Huang, J. Wu, F. You, Z. Lv and H. Song, "Cyclist Social Force Model at Unsignalized Intersections With Heterogeneous Traffic," in IEEE Transactions on Industrial Informatics, vol. 13, no. 2, pp. 782-792, April 2017, doi: 10.1109/TII.2016.2597744.
  7. Y. Jiang, H. Liu, H. Song, H. Kong, R. Wang, Y. Guan and L. Sha, "Safety-Assured Model-Driven Design of the Multifunction Vehicle Bus Controller," in IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 10, pp. 3320-3333, Oct. 2018, doi: 10.1109/TITS.2017.2778077.
  8. C. Lin, J. Zhou, C. Guo, H. Song, G. Wu and M. S. Obaidat, "TSCA: A Temporal-Spatial Real-Time Charging Scheduling Algorithm for On-Demand Architecture in Wireless Rechargeable Sensor Networks," in IEEE Transactions on Mobile Computing, vol. 17, no. 1, pp. 211-224, 1 Jan. 2018, doi: 10.1109/TMC.2017.2703094.
  9. T. Qiu, K. Zheng, H. Song, M. Han and B. Kantarci, "A Local-Optimization Emergency Scheduling Scheme With Self-Recovery for a Smart Grid," in IEEE Transactions on Industrial Informatics, vol. 13, no. 6, pp. 3195-3205, Dec. 2017, doi: 10.1109/TII.2017.2715844.
  10. D. Jiang, L. Huo, Z. Lv, H. Song and W. Qin, "A Joint Multi-Criteria Utility-Based Network Selection Approach for Vehicle-to-Infrastructure Networking," in IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 10, pp. 3305-3319, Oct. 2018, doi: 10.1109/TITS.2017.2778939.
  11. C. Chen, L. Liu, T. Qiu, K. Yang, F. Gong and H. Song, "ASGR: An Artificial Spider-Web-Based Geographic Routing in Heterogeneous Vehicular Networks," in IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 5, pp. 1604-1620, May 2019, doi: 10.1109/TITS.2018.2828025.
  12. J. Lai, C. Luo, J. Wu, J. Li, J. Wang, J. Chen, G. Feng and H. Song, "TagSort: Accurate Relative Localization Exploring RFID Phase Spectrum Matching for Internet of Things," in IEEE Internet of Things Journal, vol. 7, no. 1, pp. 389-399, Jan. 2020, doi: 10.1109/JIOT.2019.2950174.
  13. S. A. Siddiqui, Y. Zhang, J. Lloret, H. Song and Z. Obradovic, "Pain-Free Blood Glucose Monitoring Using Wearable Sensors: Recent Advancements and Future Prospects," in IEEE Reviews in Biomedical Engineering, vol. 11, pp. 21-35, 2018, doi: 10.1109/RBME.2018.2822301.
  14. Z. Wang, H. Song, D. W. Watkins, K. G. Ong, P. Xue, Q. Yang and X. Shi, "Cyber-physical systems for water sustainability: challenges and opportunities," in IEEE Communications Magazine, vol. 53, no. 5, pp. 216-222, May 2015, doi: 10.1109/MCOM.2015.7105668.
  15. C. Lin, S. Wei, J. Deng, M. S. Obaidat, H. Song, L. Wang and G. Wu, "GTCCS: A Game Theoretical Collaborative Charging Scheduling for On-Demand Charging Architecture," in IEEE Transactions on Vehicular Technology, vol. 67, no. 12, pp. 12124-12136, Dec. 2018, doi: 10.1109/TVT.2018.2872890.
  16. Y. Zhang, L. Sun, H. Song and X. Cao, "Ubiquitous WSN for Healthcare: Recent Advances and Future Prospects," in IEEE Internet of Things Journal, vol. 1, no. 4, pp. 311-318, Aug. 2014, doi: 10.1109/JIOT.2014.2329462.
  17. A. A. Obinikpo, Y. Zhang, H. Song, T. H. Luan and B. Kantarci, "Queuing Algorithm for Effective Target Coverage in Mobile Crowd Sensing," in IEEE Internet of Things Journal, vol. 4, no. 4, pp. 1046-1055, Aug. 2017, doi: 10.1109/JIOT.2017.2688366.
  18. Z. Lv, T. Yin, X. Zhang, H. Song and G. Chen, "Virtual Reality Smart City Based on WebVRGIS," in IEEE Internet of Things Journal, vol. 3, no. 6, pp. 1015-1024, Dec. 2016, doi: 10.1109/JIOT.2016.2546307.
  19. Y. Cao, O. Kaiwartya, C. Han, K. Wang, H. Song and N. Aslam, "Toward Distributed Battery Switch Based Electro-Mobility Using Publish/Subscribe System," in IEEE Transactions on Vehicular Technology, vol. 67, no. 11, pp. 10204-10217, Nov. 2018, doi: 10.1109/TVT.2018.2870780.
  20. S. H. Bouk, S. H. Ahmed, D. Kim and H. Song, "Named-Data-Networking-Based ITS for Smart Cities," in IEEE Communications Magazine, vol. 55, no. 1, pp. 105-111, January 2017, doi: 10.1109/MCOM.2017.1600230CM.
  21. D. Jiang, P. Zhang, Z. Lv and H. Song, "Energy-Efficient Multi-Constraint Routing Algorithm With Load Balancing for Smart City Applications," in IEEE Internet of Things Journal, vol. 3, no. 6, pp. 1437-1447, Dec. 2016, doi: 10.1109/JIOT.2016.2613111.
  22. J. Li, R. Li, Z. Chen, G. Deng, H. Wang, C. X. Mavromoustakis, H. Song and Z. Ming, "Design of a Continuous Blood Pressure Measurement System Based on Pulse Wave and ECG Signals," in IEEE Journal of Translational Engineering in Health and Medicine, vol. 6, pp. 1-14, 2018, Art no. 1900114, doi: 10.1109/JTEHM.2017.2788885.
  23. J. Li, G. Feng, W. Wei, C. Luo, L. Cheng, H. Wang, H. Song and Z. Ming, "PSOTrack: A RFID-Based System for Random Moving Objects Tracking in Unconstrained Indoor Environment," in IEEE Internet of Things Journal, vol. 5, no. 6, pp. 4632-4641, Dec. 2018, doi: 10.1109/JIOT.2018.2795893.
  24. L. Liu, C. Chen, Z. Ren, T. Qiu and H. Song, "A Connectivity Aware Transmission Quality Guaranteed Geographic Routing in Urban Internet of Vehicles," 2018 IEEE International Conference on Communications (ICC), Kansas City, MO, 2018, pp. 1-6, doi: 10.1109/ICC.2018.8422321.
  25. A. J. Jara, Y. Sun, H. Song, R. Bie, D. Genooud and Y. Bocchi, "Internet of Things for Cultural Heritage of Smart Cities and Smart Regions," 2015 IEEE 29th International Conference on Advanced Information Networking and Applications Workshops, Gwangiu, 2015, pp. 668-675, doi: 10.1109/WAINA.2015.169.
  26. Y. Jiang, M. Wang, X. Jiao, H. Song, H. Kong, R. Wang, Y. Liu, J. Wang and J. Sun, "Uncertainty Theory Based Reliability-Centric Cyber-Physical System Design," 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), Atlanta, GA, USA, 2019, pp. 208-215, doi: 10.1109/iThings/GreenCom/CPSCom/SmartData.2019.00055. (Best Paper Award)
  27. Y. Jiang, P. Tan, H. Song, B. Wan, M. Hosseini and L. Sha, "A Self-Adaptively Evolutionary Screening Approach for Sepsis Patient," 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS), Dublin, 2016, pp. 60-65, doi: 10.1109/CBMS.2016.8.

AI/Machine Learning/Big Data Analytics

  1. *Y. Liu, *J. Wang, J. Li, H. Song, T. Yang, *S. Niu, and Z. Ming, "Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices," in IEEE Internet of Things Journal.
    doi: 10.1109/JIOT.2020.3018677
  2. Y. Sun, H. Song, A. J. Jara and R. Bie, "Internet of Things and Big Data Analytics for Smart and Connected Communities," in IEEE Access, vol. 4, pp. 766-773, 2016, doi: 10.1109/ACCESS.2016.2529723.
  3. J. Guo, Y. Zhao, Y. Jiang and H. Song, "Coverage Guided Differential Adversarial Testing of Deep Learning Systems," in IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2020.2997359.
  4. J. Wen, J. Yang, B. Jiang, H. Song and H. Wang, "Big Data Driven Marine Environment Information Forecasting: A Time Series Prediction Network," in IEEE Transactions on Fuzzy Systems, doi: 10.1109/TFUZZ.2020.3012393.
  5. C. Chen, C. Wang, T. Qiu, Z. Xu and H. Song, "A Robust Active Safety Enhancement Strategy With Learning Mechanism in Vehicular Networks," in IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2019.2949432.
  6. J. Yang, M. Xi, B. Jiang and H. Song, "Robust 6-DoF Estimation for IIoT Based on Multi-branch Network," in IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2020.2982703.
  7. M. Abdel-Basset, H. Hawash, R. K. Chakrabortty, M. Ryan, M. Elhoseny and H. Song, "ST-DeepHAR: Deep Learning Model for Human Activity Recognition in IoHT Applications," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2020.3033430.
  8. Z. Lv, L. Qiao, J. Li and H. Song, "Deep Learning Enabled Security Issues in the Internet of Things," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2020.3007130.
  9. J. Gao, X. Yang, Y. Jiang, H. Song, K. R. Choo and J. Sun, "Semantic Learning Based Cross-Platform Binary Vulnerability Search For IoT Devices," in IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2019.2947432.
  10. J. Zhu, Y. Song, D. Jiang and H. Song, "A New Deep-Q-Learning-Based Transmission Scheduling Mechanism for the Cognitive Internet of Things," in IEEE Internet of Things Journal, vol. 5, no. 4, pp. 2375-2385, Aug. 2018, doi: 10.1109/JIOT.2017.2759728.
  11. Y. Liu, X. Weng, J. Wan, X. Yue, H. Song and A. V. Vasilakos, "Exploring Data Validity in Transportation Systems for Smart Cities," in IEEE Communications Magazine, vol. 55, no. 5, pp. 26-33, May 2017, doi: 10.1109/MCOM.2017.1600240.
  12. Z. Su, F. Biennier, Z. Lv, Y. Peng, H. Song and J. Miao, "Toward architectural and protocol-level foundation for end-to-end trustworthiness in Cloud/Fog computing," in IEEE Transactions on Big Data, doi: 10.1109/TBDATA.2017.2705418.
  13. L. Li, X. Li, Z. Lu, J. Lloret and H. Song, "Sequential Behavior Pattern Discovery with Frequent Episode Mining and Wireless Sensor Network," in IEEE Communications Magazine, vol. 55, no. 6, pp. 205-211, June 2017, doi: 10.1109/MCOM.2017.1600276.
  14. Y. Lin, J. Yang, W. Lu, Q. Meng, Z. Lv and H. Song, "Quality Index for Stereoscopic Images by Jointly Evaluating Cyclopean Amplitude and Cyclopean Phase," in IEEE Journal of Selected Topics in Signal Processing, vol. 11, no. 1, pp. 89-101, Feb. 2017, doi: 10.1109/JSTSP.2016.2632422.
  15. Z. Lv, H. Song, P. Basanta-Val, A. Steed and M. Jo, "Next-Generation Big Data Analytics: State of the Art, Challenges, and Future Research Topics," in IEEE Transactions on Industrial Informatics, vol. 13, no. 4, pp. 1891-1899, Aug. 2017, doi: 10.1109/TII.2017.2650204.
  16. B. Jiang, J. Yang, Z. Lv and H. Song, "Wearable Vision Assistance System Based on Binocular Sensors for Visually Impaired Users," in IEEE Internet of Things Journal, vol. 6, no. 2, pp. 1375-1383, April 2019, doi: 10.1109/JIOT.2018.2842229.
  17. X. Liu, Y. Liu, H. Song and A. Liu, "Big Data Orchestration as a Service Network," in IEEE Communications Magazine, vol. 55, no. 9, pp. 94-101, Sept. 2017, doi: 10.1109/MCOM.2017.1700090.
  18. D. Jiang, L. Huo and H. Song, "Rethinking Behaviors and Activities of Base Stations in Mobile Cellular Networks Based on Big Data Analysis," in IEEE Transactions on Network Science and Engineering, vol. 7, no. 1, pp. 80-90, 1 Jan.-March 2020, doi: 10.1109/TNSE.2018.2861388.
  19. L. Nie, D. Jiang, S. Yu and H. Song, "Network Traffic Prediction Based on Deep Belief Network in Wireless Mesh Backbone Networks," 2017 IEEE Wireless Communications and Networking Conference (WCNC), San Francisco, CA, 2017, pp. 1-5, doi: 10.1109/WCNC.2017.7925498.
  20. L. Nie, D. Jiang, L. Guo, S. Yu and H. Song, "Traffic Matrix Prediction and Estimation Based on Deep Learning for Data Center Networks," 2016 IEEE Globecom Workshops (GC Wkshps), Washington, DC, 2016, pp. 1-6, doi: 10.1109/GLOCOMW.2016.7849067.
  21. D. Jiang, Y. Zhang, H. Song and W. Wang, "Intelligent Optimization-Based Energy-Efficient Networking in Cloud Services for Multimedia Big Data," 2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC), Orlando, FL, USA, 2018, pp. 1-6, doi: 10.1109/PCCC.2018.8711069.
  22. K. Zhang, Y. Liu, J. Wang, H. Song and D. Liu, "Tree-Based Airspace Capacity Estimation," 2020 Integrated Communications Navigation and Surveillance Conference (ICNS), Herndon, VA, USA, 2020, pp. 5C1-1-5C1-8, doi: 10.1109/ICNS50378.2020.9222986.
  23. M. Khan, B. N. Silva, S. H. Ahmed, A. Ahmad, S. Din and H. Song, "You speak, we detect: Quantitative diagnosis of anomic and Wernicke's aphasia using digital signal processing techniques," 2017 IEEE International Conference on Communications (ICC), Paris, 2017, pp. 1-6, doi: 10.1109/ICC.2017.7996967.
  24. Y. Liu, L. L. Njilla, J. Wang and H. Song, "An LSTM Enabled Dynamic Stackelberg Game Theoretic Method for Resource Allocation in the Cloud," 2019 International Conference on Computing, Networking and Communications (ICNC), Honolulu, HI, USA, 2019, pp. 797-801, doi: 10.1109/ICCNC.2019.8685670.
  25. J. Yang, J. Wen, B. Jiang, H. Song, F. Kong and Z. Zhen, "Multi-Sensor Information Fusion in Ocean of Things Based on Improved Adaptive Dempster-Shafer Evidence Theory," 2019 IEEE International Conference on Industrial Internet (ICII), Orlando, FL, USA, 2019, pp. 399-404, doi: 10.1109/ICII.2019.00074.
  26. J. Wang, Y. Liu, S. Niu and H. Song, "Integration of Software Defined Radios and Software Defined Networking Towards Reinforcement Learning Enabled Unmanned Aerial Vehicle Networks," 2019 IEEE International Conference on Industrial Internet (ICII), Orlando, FL, USA, 2019, pp. 44-49, doi: 10.1109/ICII.2019.00019.
  27. Y. Jiang, Y. Liu, D. Liu and H. Song, "Applying Machine Learning to Aviation Big Data for Flight Delay Prediction," 2020 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Calgary, AB, Canada, 2020, pp. 665-672, doi: 10.1109/DASC-PICom-CBDCom-CyberSciTech49142.2020.00114.
  28. J. Yang, Q. Zhao, C. Wang, B. Jiang, T. Zhang and H. Song, "Oceanic Data Processing System Based on Multi-sensor Interaction through Internet of Things," 2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC), Orlando, FL, USA, 2018, pp. 1-8, doi: 10.1109/PCCC.2018.8711112.
  29. Y. Yang, K. Zhang, D. Liu and H. Song, "Autonomous UAV Navigation in Dynamic Environments with Double Deep Q-Networks," 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), San Antonio, TX, USA, 2020, pp. 1-7, doi: 10.1109/DASC50938.2020.9256455.
  30. L. A. Tawalbeh, W. Bakheder and H. Song, "A Mobile Cloud Computing Model Using the Cloudlet Scheme for Big Data Applications," 2016 IEEE First International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), Washington, DC, 2016, pp. 73-77, doi: 10.1109/CHASE.2016.40.
  31. S. Niu, J. Wang, Y. Liu and H. Song, "Transfer Learning based Data-Efficient Machine Learning Enabled Classification," 2020 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Calgary, AB, Canada, 2020, pp. 620-626, doi: 10.1109/DASC-PICom-CBDCom-CyberSciTech49142.2020.00108. (Best Paper Award)
  32. D. Jiang, L. Huo and H. Song, "Understanding Base Stations' Behaviors and Activities with Big Data Analysis," 2018 IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, United Arab Emirates, 2018, pp. 1-7, doi: 10.1109/GLOCOM.2018.8647613.

Unmanned Aerial Systems/Autonomous Systems

  1. X. Liu, H. Song and A. Liu, "Intelligent UAVs Trajectory Optimization from Space-Time for Data Collection in Social Networks," in IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2020.3017556.
  2. J. Yang, S. Xiao, B. Jiang, H. Song, S. Khan and S. u. Islam, "Cache-Enabled Unmanned Aerial Vehicles for Cooperative Cognitive Radio Networks," in IEEE Wireless Communications, vol. 27, no. 2, pp. 155-161, April 2020, doi: 10.1109/MWC.001.1900301.
  3. X. Yue, Y. Liu, J. Wang, H. Song and H. Cao, "Software Defined Radio and Wireless Acoustic Networking for Amateur Drone Surveillance," in IEEE Communications Magazine, vol. 56, no. 4, pp. 90-97, April 2018, doi: 10.1109/MCOM.2018.1700423.
  4. Y. Yang, K. Zhang, D. Liu and H. Song, "Autonomous UAV Navigation in Dynamic Environments with Double Deep Q-Networks," 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), San Antonio, TX, USA, 2020, pp. 1-7, doi: 10.1109/DASC50938.2020.9256455.
  5. J. Yang, W. Zhao, Y. Han, C. Ji, B. Jiang, Z. Zheng and H. Song, "Aircraft tracking based on fully conventional network and Kalman filter," in IET Image Processing, vol. 13, no. 8, pp. 1259-1265, 20 6 2019, doi: 10.1049/iet-ipr.2018.5022.
  6. B. Jiang, J. Yang, H. Xu, H. Song and G. Zheng, "Multimedia Data Throughput Maximization in Internet-of-Things System Based on Optimization of Cache-Enabled UAV," in IEEE Internet of Things Journal, vol. 6, no. 2, pp. 3525-3532, April 2019, doi: 10.1109/JIOT.2018.2886964.
  7. M. Hosseini, Y. Jiang, R. R. Berlin, L. Sha and H. Song, "Toward Physiology-Aware DASH: Bandwidth-Compliant Prioritized Clinical Multimedia Communication in Ambulances," in IEEE Transactions on Multimedia, vol. 19, no. 10, pp. 2307-2321, Oct. 2017, doi: 10.1109/TMM.2017.2733298.
  8. C. Xu, B. Chen, Y. Liu, F. He and H. Song, "RF Fingerprint Measurement For Detecting Multiple Amateur Drones Based on STFT and Feature Reduction," 2020 Integrated Communications Navigation and Surveillance Conference (ICNS), Herndon, VA, USA, 2020, pp. 4G1-1-4G1-7, doi: 10.1109/ICNS50378.2020.9223013.
  9. J. Wang, Y. Liu, A. Amal, H. Song, R. S. Stansbury, J. Yuan and T. Yang, "Fountain Code Enabled ADS-B for Aviation Security and Safety Enhancement," 2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC), Orlando, FL, USA, 2018, pp. 1-7, doi: 10.1109/PCCC.2018.8711001.
  10. F. Wang, D. Jiang, H. Song and L. Shi, "Branch-based Link Planning for Time-varying Space-air Integrated networks," ICC 2020 - 2020 IEEE International Conference on Communications (ICC), Dublin, Ireland, 2020, pp. 1-6, doi: 10.1109/ICC40277.2020.9149339.

Edge Computing

  1. B. Ali, M. A. Pasha, S. u. Islam, H. Song and R. Buyya, "A Volunteer Supported Fog Computing Environment for Delay-Sensitive IoT Applications," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2020.3024823.
  2. M. Abdel-Basset, D. El-shahat, M. Elhoseny and H. Song, "Energy-Aware Metaheuristic algorithm for Industrial Internet of Things task scheduling problems in fog computing applications," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2020.3012617.
  3. J. Yang, J. Wen, Y. Wang, B. Jiang, H. Wang and H. Song, "Fog-Based Marine Environmental Information Monitoring Toward Ocean of Things," in IEEE Internet of Things Journal, vol. 7, no. 5, pp. 4238-4247, May 2020, doi: 10.1109/JIOT.2019.2946269.
  4. G. Skourletopoulos, C. X. Mavromoustakis, G. Mastorakis, J. M. Batalla, H. Song, J. N. Sahalos and E. Pallis, "Elasticity Debt Analytics Exploitation for Green Mobile Cloud Computing: An Equilibrium Model," in IEEE Transactions on Green Communications and Networking, vol. 3, no. 1, pp. 122-131, March 2019, doi: 10.1109/TGCN.2018.2890034.
  5. W. Wei, X. Fan, H. Song, X. Fan and J. Yang, "Imperfect Information Dynamic Stackelberg Game Based Resource Allocation Using Hidden Markov for Cloud Computing," in IEEE Transactions on Services Computing, vol. 11, no. 1, pp. 78-89, 1 Jan.-Feb. 2018, doi: 10.1109/TSC.2016.2528246.
  6. J. Liu, J. Wan, B. Zeng, Q. Wang, H. Song and M. Qiu, "A Scalable and Quick-Response Software Defined Vehicular Network Assisted by Mobile Edge Computing," in IEEE Communications Magazine, vol. 55, no. 7, pp. 94-100, July 2017, doi: 10.1109/MCOM.2017.1601150.
  7. Y. Cao, H. Song, O. Kaiwartya, B. Zhou, Y. Zhuang, Y. Cao and X. Zhang, "Mobile Edge Computing for Big-Data-Enabled Electric Vehicle Charging," in IEEE Communications Magazine, vol. 56, no. 3, pp. 150-156, March 2018, doi: 10.1109/MCOM.2018.1700210.
  8. F. Wang, D. Jiang, S. Qi, C. Qiao and H. Song, "Fine-Grained Resource Management for Edge Computing Satellite Networks," 2019 IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019, pp. 1-6, doi: 10.1109/GLOBECOM38437.2019.9013467.
  9. L. A. Tawalbeh, W. Bakhader, R. Mehmood and H. Song, "Cloudlet-Based Mobile Cloud Computing for Healthcare Applications," 2016 IEEE Global Communications Conference (GLOBECOM), Washington, DC, 2016, pp. 1-6, doi: 10.1109/GLOCOM.2016.7841665.

Communications and Networking

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  1. H. Song and M. Brandt-Pearce, "Range of Influence and Impact of Physical Impairments in Long-Haul DWDM Systems," in Journal of Lightwave Technology, vol. 31, no. 6, pp. 846-854, March15, 2013, doi: 10.1109/JLT.2012.2235409.
  2. H. Song and M. Brandt-Pearce, "A 2-D Discrete-Time Model of Physical Impairments in Wavelength-Division Multiplexing Systems," in Journal of Lightwave Technology, vol. 30, no. 5, pp. 713-726, March1, 2012, doi: 10.1109/JLT.2011.2180360.
  3. H. Song and M. Brandt-Pearce, "Model-centric nonlinear equalizer for coherent long-haul fiber-optic communication systems," 2013 IEEE Global Communications Conference (GLOBECOM), Atlanta, GA, 2013, pp. 2394-2399, doi: 10.1109/GLOCOM.2013.6831432.
  4. H. Song, M. Brandt-Pearce, Tingjun Xie and S. G. Wilson, "Combined constrained code and LDPC code for long-haul fiber-optic communication systems," 2012 IEEE Global Communications Conference (GLOBECOM), Anaheim, CA, 2012, pp. 2984-2989, doi: 10.1109/GLOCOM.2012.6503571.
  5. H. Song and M. Brandt-Pearce, "Range of Influence of Physical Impairments in Wavelength-Division Multiplexed Systems," 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011, Houston, TX, USA, 2011, pp. 1-6, doi: 10.1109/GLOCOM.2011.6134217.
  6. H. Song and M. Brandt-Pearce, "A Discrete-Time Polynomial Model of Single Channel Long-Haul Fiber-Optic Communication Systems," 2011 IEEE International Conference on Communications (ICC), Kyoto, 2011, pp. 1-6, doi: 10.1109/icc.2011.5962749.
  7. C. Chen, L. Liu, T. Qiu, J. Jiang, Q. Pei and H. Song, "Routing With Traffic Awareness and Link Preference in Internet of Vehicles," in IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2020.3009455.
  8. T. Qiu, B. Li, X. Zhou, H. Song, I. Lee and J. Lloret, "A Novel Shortcut Addition Algorithm With Particle Swarm for Multisink Internet of Things," in IEEE Transactions on Industrial Informatics, vol. 16, no. 5, pp. 3566-3577, May 2020, doi: 10.1109/TII.2019.2925023.
  9. S. H. Ahmed, S. H. Bouk, M. A. Yaqub, D. Kim and H. Song, "DIFS: Distributed Interest Forwarder Selection in Vehicular Named Data Networks," in IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 9, pp. 3076-3080, Sept. 2018, doi: 10.1109/TITS.2017.2768329.
  10. Q. Du, H. Song and X. Zhu, "Social-Feature Enabled Communications Among Devices Toward the Smart IoT Community," in IEEE Communications Magazine, vol. 57, no. 1, pp. 130-137, January 2019, doi: 10.1109/MCOM.2018.1700563.
  11. K. Xu, X. Wang, W. Wei, H. Song and B. Mao, "Toward software defined smart home," in IEEE Communications Magazine, vol. 54, no. 5, pp. 116-122, May 2016, doi: 10.1109/MCOM.2016.7470945.
  12. Z. Lv and H. Song, "Mobile Internet of Things Under Data Physical Fusion Technology," in IEEE Internet of Things Journal, vol. 7, no. 5, pp. 4616-4624, May 2020, doi: 10.1109/JIOT.2019.2954588.
  13. G. Han, S. Shen, H. Song, T. Yang and W. Zhang, "A Stratification-Based Data Collection Scheme in Underwater Acoustic Sensor Networks," in IEEE Transactions on Vehicular Technology, vol. 67, no. 11, pp. 10671-10682, Nov. 2018, doi: 10.1109/TVT.2018.2867021.
  14. Y. Cao, Y. Miao, G. Min, T. Wang, Z. Zhao and H. Song, "Vehicular-Publish/Subscribe (V-P/S) Communication Enabled On-the-Move EV Charging Management," in IEEE Communications Magazine, vol. 54, no. 12, pp. 84-92, December 2016, doi: 10.1109/MCOM.2016.1600320CM.
  15. H. Dou, Y. Qi, W. Wei and H. Song, "Carbon-Aware Electricity Cost Minimization for Sustainable Data Centers," in IEEE Transactions on Sustainable Computing, vol. 2, no. 2, pp. 211-223, 1 April-June 2017, doi: 10.1109/TSUSC.2017.2711925.
  16. S. H. Ahmed, S. H. Bouk, D. Kim, D. B. Rawat and H. Song, "Named Data Networking for Software Defined Vehicular Networks," in IEEE Communications Magazine, vol. 55, no. 8, pp. 60-66, Aug. 2017, doi: 10.1109/MCOM.2017.1601137.
  17. S. H. Ahmed, S. H. Bouk, M. A. Yaqub, D. Kim, H. Song and J. Lloret, "CODIE: Controlled Data and Interest Evaluation in Vehicular Named Data Networks," in IEEE Transactions on Vehicular Technology, vol. 65, no. 6, pp. 3954-3963, June 2016, doi: 10.1109/TVT.2016.2558650.
  18. M. Naeem, W. Ejaz, L. Karim, S. H. Ahmed, A. Anpalagan, M. Jo and H. Song, "Distributed Gateway Selection for M2M Communication in Cognitive 5G Networks," in IEEE Network, vol. 31, no. 6, pp. 94-100, November/December 2017, doi: 10.1109/MNET.2017.1700017.
  19. D. Jiang, W. Wang, L. Shi and H. Song, "A Compressive Sensing-Based Approach to End-to-End Network Traffic Reconstruction," in IEEE Transactions on Network Science and Engineering, vol. 7, no. 1, pp. 507-519, 1 Jan.-March 2020, doi: 10.1109/TNSE.2018.2877597.
  20. Y. Cao, S. Yang, G. Min, X. Zhang, H. Song, O. Kaiwartya and N. Aslam, "A Cost-Efficient Communication Framework for Battery-Switch-Based Electric Vehicle Charging," in IEEE Communications Magazine, vol. 55, no. 5, pp. 162-169, May 2017, doi: 10.1109/MCOM.2017.1600913.
  21. S. Rani, S. H. Ahmed, R. Talwar, J. Malhotra and H. Song, "IoMT: A Reliable Cross Layer Protocol for Internet of Multimedia Things," in IEEE Internet of Things Journal, vol. 4, no. 3, pp. 832-839, June 2017, doi: 10.1109/JIOT.2017.2671460.
  22. L. Huo, D. Jiang and H. Song, "A Robust Network Traffic Modeling Approach to Software Defined Networking," 2019 IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019, pp. 1-6, doi: 10.1109/GLOBECOM38437.2019.9013538.
  23. H. He, Q. Du, H. Song, W. Li, Y. Wang and P. Ren, "Traffic-aware ACB scheme for massive access in machine-to-machine networks," 2015 IEEE International Conference on Communications (ICC), London, 2015, pp. 617-622, doi: 10.1109/ICC.2015.7248390.
  24. Q. Du, P. Ren, H. Song, Y. Wang and L. Sun, "On P2P-Share Oriented Routing over Interference-Constrained D2D Networks," 2014 10th International Conference on Mobile Ad-hoc and Sensor Networks, Maui, HI, 2014, pp. 138-143, doi: 10.1109/MSN.2014.25.