Ferdous Pervej
https://orcid.org/0000-0002-7893-1505
Wireless Networks, Resource Optimization, Distributed/On-Device Machine Learning, Federated Learning, Wireless for ML, ML for Wireless, Vehicle-to-everything (V2X) communication, Edge Caching/Computing
Works (14)
Updated: August 6th, 2023 05:02
2023 journal article
Resource Constrained Vehicular Edge Federated Learning With Highly Mobile Connected Vehicles
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 41(6), 1825–1844.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: Index Terms- Connected vehicle (CV); energy efficiency (EE); federated learning (FL); vehicular edge network (VEN)
arxiv.org (repository)
Sources: ORCID, Web Of Science
Added: May 17, 2023
2022 article
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles
2022 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), pp. 750–757.
co-author countries:
Japan 🇯🇵 United States of America 🇺🇸
author keywords: Internet of Vehicle; online federated learning; vehicle-to-everything communication; on-board computation power; vehicle-specific power prediction
Sources: Web Of Science, ORCID
Added: October 17, 2022
2020 article
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).
co-author countries:
United States of America 🇺🇸
author keywords: Cache hit ratio; content delivery network; edge caching; particle swarm optimization; small cell network
Sources: Web Of Science, ORCID
Added: August 9, 2021
2020 conference paper
Dynamic power allocation and virtual cell formation for throughput-optimal vehicular edge networks in highway transportation
2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings.
co-author countries:
United States of America 🇺🇸
Contributors: M. Pervej n & S. Lin n
Source: ORCID
Added: May 17, 2023
2020 article
Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach
2020 IEEE 92ND VEHICULAR TECHNOLOGY CONFERENCE (VTC2020-FALL).
co-author countries:
United States of America 🇺🇸
author keywords: Connected transportation; energy efficiency; reinforcement learning; resource scheduling; software-defined networking; vehicle-to-infrastructure (V2I) communication
Sources: Web Of Science, ORCID
Added: July 19, 2021
2020 article
User Preference Learning-Aided Collaborative Edge Caching for Small Cell Networks
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).
co-author countries:
United States of America 🇺🇸
author keywords: Content delivery network; edge caching; long short-term memory; small cell networks
Sources: Web Of Science, ORCID
Added: October 26, 2021
2016 conference paper
Performance comparison of three optimized alternative pulse shaping filters with the raised cosine filter for wireless applications
1st International Conference on Computer and Information Engineering, ICCIE 2015, 9–12.
co-author countries:
Bangladesh 🇧🇩
Contributors: T. Roy *, M. Pervej * & M. Morshed *
Source: ORCID
Added: May 17, 2023
2015 conference paper
Effect of signal length in cross-correlation based underwater network size estimation
2nd International Conference on Electrical Engineering and Information and Communication Technology, iCEEiCT 2015.
co-author countries:
Bangladesh 🇧🇩
Contributors: M. Hossen *, S. Chowdhury*, M. Anower *, S. Hossen*, M. Pervej * & M. Hasan *
Source: ORCID
Added: May 17, 2023
2015 conference paper
Impact analysis of different inputs and outputs block sizes of DFT-SCFDMA system
2nd International Conference on Electrical Engineering and Information and Communication Technology, iCEEiCT 2015.
co-author countries:
Bangladesh 🇧🇩
Contributors: M. Pervej *, M. Sarkar * & M. Islam*
Source: ORCID
Added: May 17, 2023
2003 conference paper
Analysis of PAPR reduction of DFT-SCFDMA system using different sub-carrier mapping schemes
2014 17th International Conference on Computer and Information Technology, ICCIT 2014, 435–439.
co-author countries:
Bangladesh 🇧🇩
Contributors: M. Pervej *, M. Sarkar *, T. Roy *, M. Hasan *, M. Rahman * & S. Bain*
Source: ORCID
Added: May 17, 2023
2003 conference paper
Effect of node number in range based node localization technique for underwater communications network
2014 17th International Conference on Computer and Information Technology, ICCIT 2014, 413–417.
co-author countries:
Bangladesh 🇧🇩
Contributors: M. Hasan *, A. Paul *, S. Haque*, S. Chowdhury*, M. Pervej * & M. Hossen*
Source: ORCID
Added: May 17, 2023
2003 conference paper
Impact analysis of input and output block size of DCT-SCFDMA system
2014 17th International Conference on Computer and Information Technology, ICCIT 2014, 440–445.
co-author countries:
Bangladesh 🇧🇩
Contributors: M. Pervej *, M. Sarkar *, T. Roy * & M. Koli*
Source: ORCID
Added: May 17, 2023
2003 conference paper
Impact of underwater bandwidth on cross-correlation based node estimation technique
2014 17th International Conference on Computer and Information Technology, ICCIT 2014, 494–497.
co-author countries:
Bangladesh 🇧🇩
Contributors: S. Bain*, S. Chowdhury*, A. Asif *, M. Anower *, M. Pervej * & S. Haque*
Source: ORCID
Added: May 17, 2023
2003 conference paper
On the optimum secrecy capacity of multiple relay networks
2014 17th International Conference on Computer and Information Technology, ICCIT 2014, 514–517.
co-author countries:
Bangladesh 🇧🇩
Contributors: M. Koli*, M. Sarkar *, S. Tazrin* & M. Pervej *
Source: ORCID
Added: May 17, 2023
Employment
Updated: August 4th, 2023 08:42
2023 - present
University of Southern California Los Angeles, CA, US
Postdoctoral Scholar - Research Associate
Ming Hsieh Department of Electrical and Computer Engineering
Education
Updated: August 4th, 2023 08:40
2019 - 2023
NC State University Raleigh, NC, US
Doctor of Philosophy
Electrical and Computer Engineering
2017 - 2019
Utah State University Logan, Utah, US
Master of Science
Electrical and Computer Engineering
