Ferdous Pervej

https://orcid.org/0000-0002-7893-1505

Wireless Networks, Resource Optimization, Distributed/On-Device Machine Learning, Federated Learning, Wireless for AI/ML, AI/ML for Wireless, Vehicle-to-everything (V2X) communication

Works (14)

Updated: May 19th, 2023 05:01

2023 journal article

Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles

IEEE Journal on Selected Areas in Communications, 1–1.

By: M. Pervej n, R. Jin* & H. Dai n

Source: ORCID
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.

By: M. Pervej, J. Guo, K. Kim, K. Parsons, P. Orlik, S. Di Cairano, M. Menner, K. Berntorp, Y. Nagai, H. Dai

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).

By: M. Pervej n, L. Tan* & R. Hu*

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.

By: 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).

By: M. Pervej n & S. Lin

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).

By: M. Pervej n, L. Tan* & R. Hu*

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.

By: 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.

By: 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.

By: 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.

By: 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.

By: 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.

By: 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*

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*

Source: ORCID
Added: May 17, 2023

Education

Updated: February 8th, 2020 15:27

2019 - present

North Carolina 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