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Yousef Emami (Publications)

Yousef Emami (Publications)

Yousef Emami (Publications)

PhD University of Porto, Portugal

Yousef Emami is a passionate inventor and researcher with a Ph.D. from the University of Porto, Portugal. His area of expertise lies in the intersection of wireless communications and artificial intelligence, particularly in the automation of data collection tasks in UAVs-assisted sensor networks, which have resulted in significant contributions in this field. During his doctoral studies at CISTER, Yousef focused on cruise control and data collection scheduling to provide reliability and data freshness in UAVs-assisted sensor networks. He was actively involved in the ARNET project, which aimed at developing innovative solutions to enhance network reliability and security in Airborne Relaying NETworks (ARNET).

Before pursuing his doctoral studies, Yousef worked as an IT Manager at enterprise projects, where he maintained and developed IT infrastructure. Yousef has a stellar academic background, including a bachelor's degree in computer science from Azad University of Dezful, where he graduated in 2007, and a master's degree in computer networks from Shiraz University of Technology (SUTECH) where he graduated in 2015. Yousef has authored several papers in esteemed conferences and journals and is a reviewer for several renowned conferences and journals, including IEEE Transactions on Vehicular Technology, IEEE Wireless Communication Magazine, and IEEE Networking Letters. 

 

 

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Thesis
Deep Reinforcement Learning for Joint Cruise Control and Intelligent Data Acquisition in UAVs-Assisted Sensor Networks CISTER-TR-231101 
Yousef EmamiPhD Thesis. 8, Nov, 2023. Porto.
Journal Papers
Data-driven Flight Control of Internet-of-Drones for Sensor Data Aggregation using Multi-agent Deep Reinforcement Learning CISTER-TR-220502 
Kai Li, Wei Ni, Yousef Emami, Falko DresslerIEEE Wireless Communications Magazine (WCM) (WCM), IEEE. 2022.This work was supported in part by the National Funds through FCT/MCTES (Portuguese Foundation for Science and Technology), within the CISTER Research Unit under Grant UIDP/UIDB/04234/2020, and in part by the National Funds through FCT, under CMU Portugal Partnership under Project CMU/TIC/0022/2019 (CRUAV).
Joint Communication Scheduling and Velocity Control in Multi-UAV-Assisted Sensor Networks: A Deep Reinforcement Learning Approach CISTER-TR-210903 
Yousef Emami, Bo Wei, Kai Li, Wei Ni, Eduardo TovarIEEE Transaction on Vehicular Technology (TVT), IEEE. 2021.
Onboard Deep Deterministic Policy Gradients for Online Flight Resource Allocation of UAVs CISTER-TR-200602 
Kai Li, Yousef Emami, Wei Ni, Eduardo Tovar, Zhu HanIEEE Networking Letters, IEEE. 1, Sep, 2020, Volume 2, Issue 3, pp 106-110.
Design and Implementation of Secret Key Agreement for Platoon-based Vehicular Cyber-physical Systems CISTER-TR-191103 
Kai Li, Wei Ni, Yousef Emami, Yiran Shen, Ricardo Severino, David Pereira, Eduardo TovarACM Transactions on Cyber-Physical Systems, Article No 22, ACM. 22, Nov, 2019, Volume 4, Issue 2, pp 22:1-22:20.
Conference or Workshop Papers/Talks
Deep Q-Networks for Aerial Data Collection in Multi-UAV-Assisted Wireless Sensor Networks CISTER-TR-210304 
Yousef Emami, Bo Wei, Kai Li, Wei Ni, Eduardo Tovar17th International Wireless Communications & Mobile Computing Conference (IWCMC 2021). 28, Jun to 2, Jul, 2021. Harbin, China.
Buffer-Aware Scheduling for UAV Relay Networks with Energy Fairness CISTER-TR-200202 
Yousef Emami, Kai Li, Eduardo Tovar91st IEEE Vehicular Technology Conference (VTC2020-Spring). 25 to 28, May, 2020, pp 1-5. Online.
Conference or Workshop Posters/Demos
Deep Learning Based Communication: an Adversarial Approach CISTER-TR-190605 
Yousef Emami, Rahim TaheriPoster presented in 3rd Doctoral Congress in Engineering (DCE 2019). 27 to 28, Jun, 2019. Porto, Portugal.
Poster Abstract: Privacy-preserving Control Message Dissemination for PVCPS CISTER-TR-190203 
Kai Li, Yousef Emami, Eduardo Tovar
ABSTRACT Additional Files: PDFPoster
Poster presented in 18th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2019). 16 to 18, Apr, 2019. Montreal, Canada.
Technical Reports
Design and Implementation of Secret Key Agreement for Platoon-based Vehicular Cyber-Physical Systems CISTER-TR-181013 
Kai Li, Wei Ni, Yousef Emami, Yiran Shen, Ricardo Severino, David Pereira, Eduardo Tovar2018.