Ferdous Pervej

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.

By: M. Pervej  n, R. Jin* & H. Dai n 

co-author countries: China πŸ‡¨πŸ‡³ United States of America πŸ‡ΊπŸ‡Έ
author keywords: Index Terms- Connected vehicle (CV); energy efficiency (EE); federated learning (FL); vehicular edge network (VEN)
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 πŸ‡―πŸ‡΅ United States of America πŸ‡ΊπŸ‡Έ
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 πŸ‡ΊπŸ‡Έ
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 πŸ‡ΊπŸ‡Έ
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).

By: M. Pervej  n & S. Lin n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
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 πŸ‡ΊπŸ‡Έ
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 πŸ‡§πŸ‡©
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 πŸ‡§πŸ‡©

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 πŸ‡§πŸ‡©

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 πŸ‡§πŸ‡©
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.

By: M. Hasan *, A. Paul *, S. Haque*, S. Chowdhury*, M. Pervej * & M. Hossen*

co-author countries: Bangladesh πŸ‡§πŸ‡©

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 πŸ‡§πŸ‡©

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.

By: S. Bain*, S. Chowdhury*, A. Asif *, M. Anower *, M. Pervej * & S. Haque*

co-author countries: Bangladesh πŸ‡§πŸ‡©

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.

By: M. Koli, M. Sarkar, S. Tazrin & M. Pervej

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

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