Electrical & Electronic Engineering

Mr. Muhammad Jakaria Rahimi

Research Interests

• Wireless and Power Line Communication
• Digital Signal Processing
• Speech Signal and Image Processing
• Machine Learning

Educational Background

• Master of Science (MSc), (Communication), Bangladesh University of Engineering and Technology
• Bachelor of Science (BSc), (Communication), Bangladesh University of Engineering and Technology

Honors and Achievements

Publications

1. Effect of Input Channel Reduction on EEG Seizure Detection, Przeglad Elektrotechniczny, 2023. URL
2. Comparison of Different Models in Detection of Epilepsy, Journal of Signal Processing, 2023.
3. Analysis of the Error Pattern of HMM based Bangla ASR, International Journal of Image, Graphics and Signal Processing, 2020, Modern Education and Computer Science Press.
4. Effects of Filter Numbers and Sampling Frequencies on the Performance of MFCC and PLP based Bangla Isolated Word Recognition System, International Journal of Image, Graphics and Signal Processing, 2019, Modern Education and Computer Science Press.
5. BER Performance Optimization of the SFBC-OFDM System for Economical Receiver Design with Imperfect Channel Estimation, 2019.
6. Study of harmonic contents of appliances in various combinations and their appropriateness for use in solar mini-grid ac power systems., 2016.
7. HOMER Based Feasibility Study of Off-Grid Biogas Power Generation Model Using Poultry Litter for Rural Bangladesh, American Journal of Engineering Research (AJER), e-ISSN, 2016.
8. Design and Development of a Maximum Power Point Tracking (MPPT) charge controller for Photo-Voltaic (PV) power generation system, American journal of engineering research (AJER), 2016.
9. An Efficient Solar Pumping System for Rural Areas of Bangladesh, International Journal of Scientific \& Engineering Research, 2013.
10. Effect of Channel Condition on the Performance of LTE in various Transmission Mode, American Journal of Engineering Research (AJER), 2013.
11. Analyses on the effects of crosstalk in a dense wavelength division multiplexing (DWDM) system considering a WDM based optical cross connect (OXC), Internatioan Journal of Science Engineering Research, 2013.
12. Performance analysis of boost inverter for photovoltaic system, IJETSE International Journal of Emerging Technologies in Sciences and Engineering, 2011.

1. Robust Classifier Selection for Cost-Effective EEG Seizure Detection in Remote Areas, 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), 2023.
2. Bangla Speech Denoising and Identification using Deep Neural Network, 2022 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), 2022, IEEE.
3. Performance Analysis of OFDM and F-OFDM in Impulsive Noise Channel, 2022 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), 2022, IEEE.

1. Effects of Different Environmental noises and Sampling Frequencies on the performance of MFCC and PLP based Bangla Isolated Word Recognition System, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019.
2. Effects of Different coefficients on MFCC and PLP for Bangla Speech Corpus using Tied-state Triphone Model, 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019.
3. The Third Tab (3T): Assistant for Visually Impaired People: ATmega based automated blind cane, 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019, IEEE.
4. BER Analysis of a Multi-Hop Decode and Forward PLC System Affected by Rayleigh Fading and Middleton Class A Channel Noise, 2019 IEEE International Conference on Telecommunications and Photonics (ICTP), 2019.
5. Performance Analysis of a HMM based Automatic Patient's Case History Generator in Bangla, 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT), 2018.
6. Performance Analysis of LTE in Rich Multipath and rural Environments for Wireless Communication in Smart Grid, 2018.
7. Handwritten bangla numeral recognition using ensembling of convolutional neural network, 2018 21st international conference of computer and information technology (ICCIT), 2018.
8. A Deep Convolutional Neural Network for Bangla Handwritten Numeral Recognition, 2018 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 2018.
9. Performance comparison of MFCC based Bangla ASR system in presence and absence of third differential coefficients, 2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2016.
10. A study on the reactive power control mechanism of current source boost inverter for Photovoltaic power system, 2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2015.