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Dive into the research topics where Hazura Haroon is active.

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Featured researches published by Hazura Haroon.


international symposium on mechatronics and its applications | 2009

Signature verification system using Support Vector Machine

S. Fauziyah; O. Azlina; B. Mardiana; A.M. Zahariah; Hazura Haroon

This paper highlights the development of online signature verification system using Support Vector Machine (SVM) and VBTablet 2.0 to verify the input signature by comparing database. This may take place by signing directly on to a digitizing tablet by using stylus which is connected to the Universal Serial Bus (USB) port of computer. Owing to the fact that each individual has its own way of presenting his/her signatures on paper, there is a certain level of complexity like the way of holding the stylus, the strokes used in the signing and the amount of time/pressure put on paper which are involved in this verification system. The general on-line verification procedures are preprocessing, features extraction, detail matching and post processing. The common verification algorithm is one of the Global Feature Vector Machine called Support Vector Machine (SVM). The signature is characterized as pen-strokes consisting x-y coordinates and the data will be stored in the signature database in the form of a txt.file.


ieee international conference on semiconductor electronics | 2014

Design and optimization of a Mach-Zehnder Interferometer (MZI) for optical modulators

Hanim Abdul Razak; Hazura Haroon; P. Susthitha Menon; Sahbudin Shaari; Norhana Arsad

This paper presents an investigation of the most influential parameters in designing a Mach Zehnder Interferometer (MZI) on Silicon-On-Insulator (SOI) using Taguchi method. The symmetric Y-junction is employed in designing the MZI. Meanwhile, parameters affecting the design of a MZI such as the area of the waveguide, offset in X direction (lx), offset in Z direction (lz) and the arm length were considered and varied for optimization purposes. Design and optimization of passive MZI structure is crucial prior to implementation of active devices.


Materials Science Forum | 2016

Optimization of Silicon-Based Fabrication Process Modeling for Optical Modulator

Hazura Haroon; Hanim Abdul Razak; A.S.M. Zain; Najimiah Radiah Mohamad

Silicon-based photonic devices have emerged as a high demand technology for a wide range of applications. Most of these devices can be realized by optical waveguides where it forms the basic structure for device construction. This project involved the optimization of silicon waveguide fabrication process modeling using Silvaco. The optimized silicon-based waveguide components are aimed to be implemented in future photonic devices such as optical modulators. The Taguchi methods are employed to study the influence of fabrication parameters variations on the fabrication performance such as etch rate and waveguide structure. Four fabrication parameters are investigated includes the diffusion temperature of the N - type channel, diffusion temperature of the P - type channel, silicon orientation and oxide thickness. The result shows that the temperature during the diffusion on an N - type channel has the most influence on the performance of the modulation efficiency of the silicon optical waveguide.


ieee regional symposium on micro and nanoelectronics | 2015

On the performance of Mach-Zehnder-Interferometer (MZI) optical modulator on silicon-on-insulator (SOI)

Hanim Abdul Razak; Hazura Haroon; A.S.M. Zain; P. Susthitha Menon; Sahbudin Shaari; Wan Maisarah Mukhtar

In recent years, there has been a significant interest in the development of optical waveguide modulators using Silicon-On-Insulator (SOI) substrates motivated by the potential to provide a reliable low-cost alternative to other photonic materials. Objective: In this paper, Multimode Interference (MMI) device is used to develop the MZI structure of the optical modulator. Meanwhile, the electrical part of the modulator utilizes the forward biased P-I-N structure. The effect of varying MMI width to the performance of the MZI optical modulator on SOI was investigated. The effect of varying MMI width to the insertion loss (IL), extinction ratio (ER) and modulation efficiency (VπL) of the device were carried out. Results: The investigated MMI widths are 22, 30 and 38 μm. Smallest MMI width, which is 22 μm has recorded the lowest value of insertion loss with 3.30 dB and the best extinction ratio of 25.60 dB. However, the best modulation efficiency was observed for the MMI width of 38 μm with 0.1696 V.cm. Conclusion: Appropriate selection of MMI width is vital to ensure optimum performance of the MZI modulator.


Microwave and Optical Technology Letters | 2018

A fiber optic sensor based on Mach-Zehnder interferometer structure for food composition detection

Hanim Abdul Razak; Nur Hidayah Sulaiman; Hazura Haroon; A.S.M. Zain


Journal of Telecommunication, Electronic and Computer Engineering | 2018

FBG-Based Filtering Optical Clock and Data Recovery Enhancement for Optical Access Networks

S.K. Idris; M.S. Sharuddin; Hazura Haroon; H. Abdul Razak; F. Salehuddin; A.S. Mohd Zain


Journal of Telecommunication, Electronic and Computer Engineering | 2017

Stress-optical Effect Analysis on Silicon-on-Insulator Planar Waveguide

N. Nadia Abd Aziz; Hazura Haroon; Hanim Abdul Razak; A.S. Mohd Zain; S.K. Othman; F. Salehuddin


Journal of Telecommunication, Electronic and Computer Engineering | 2016

Optical Routers based on Microring Resonator for Optical Networks-on-chip

Hazura Haroon; A A Nadia; A R Hanim; A.S. Mohd Zain; S.K. Othman; F. Salehuddin


Journal of Telecommunication, Electronic and Computer Engineering | 2016

MRR Filter Characterizations in WDM System for Digital Signals Transmissions

Hazura Haroon; N. Nadia Abd Aziz; A R Hanim; A.S. Mohd Zain; S.K. Othman; F. Salehuddin


Journal of Telecommunication, Electronic and Computer Engineering | 2015

Design modeling and characterizations of SOI-based parallel cascaded MRR array (PCMRRA) by coupled mode theory

Hazura Haroon; Sahbudin Shaari; Menon P.S; N. Arsad; Hanim A.R

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Hanim Abdul Razak

Universiti Teknikal Malaysia Melaka

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A.S. Mohd Zain

Universiti Teknikal Malaysia Melaka

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F. Salehuddin

Universiti Teknikal Malaysia Melaka

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Sahbudin Shaari

National University of Malaysia

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A.S.M. Zain

Universiti Teknikal Malaysia Melaka

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P. Susthitha Menon

National University of Malaysia

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S.K. Othman

Universiti Teknikal Malaysia Melaka

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A R Hanim

Universiti Teknikal Malaysia Melaka

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N. Nadia Abd Aziz

Universiti Teknikal Malaysia Melaka

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A A Nadia

Universiti Teknikal Malaysia Melaka

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