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Dive into the research topics where Muhammad Adib Haron is active.

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Featured researches published by Muhammad Adib Haron.


european symposium on computer modeling and simulation | 2009

Development of Novel Data Compression Technique for Accelerate DNA Sequence Alignment Based on SmithWaterman Algorithm

S. A. M. Al Junid; Muhammad Adib Haron; Z. Abd Majid; Abdul Karimi Halim; Fairul Nazmie Osman; Hadzli Hashim

This paper presents the development of high performance accelerating technique for DNA sequences alignment. The scope of the paper focuses on speed optimization and memory reduction of the existing technique on initialization module. The novel development of the optimization using data compression technique for accelerates the Smith-Waterman (SW) algorithm has been revealed through this paper. This technique has been implemented on hardware based acceleration device. The development is targeted to Altera Cyclone II 2C70 FPGA and using 50MHz oscillator. The code is written in verilog HDL syntax using Quartus 2 version 7.2 and the simulation is verified using Quartus 2 version 7.2 simulator tool. The theoretical analysis and simulation result based on implementation of the design using FPGA are presented and well organized in this paper. The comparative study based on theoretical and simulation results of this technique has been made to accomplish result of analysis. The compilation result for data compression technique development of SW algorithm consisting of 73 logic elements with 93.75% reduction in memory space requirement.


control and system graduate research colloquium | 2012

An FPGA implementation of shift converter block technique on FIFO for RS232 to universal serial bus converter

Nurul Fatihah Jusoh; Muhammad Adib Haron; Fuziah Sulaiman

To meet the standard modern system communication demands, the paper represents the implementation of bidirectional shift converter technique for the embedded converter RS232 to Universal Serial Bus circuit block within FPGA using Verilog HDL language to be applied in a system wireless communication within Zigbee protocol. Utilizing the ModelSim-Altera, RTL model of the shift converter was developed and synthesized then stimulated using TimeQuest Timing Analyzer to observe its functionality.


asia international conference on mathematical/analytical modelling and computer simulation | 2010

Optimization of DNA Sequences Data to Accelerate DNA Sequence Alignment on FPGA

S. A. M. Al Junid; Muhammad Adib Haron; Z. Abd Majid; Fairul Nazmie Osman; Hadzli Hashim; M. F. M. Idros; M.R. Dohad

This paper presents the design and development of high performance accelerating and optimization technique for accelerate the process of DNA sequences alignment. The scope of the paper focuses on memory and speed optimization by optimizing and mapping the DNA sequences data before alignment. This optimization technique is designed based on novel data compression technique in optimizing the numbers of data transmitted from computer to DNA sequences alignment accelerator. Consequently, the numbers of data per serial data transmission for alignment can be optimize and accelerate up to 400% greater than conventional DNA sequences alignment accelerator system. This technique has been design and implemented on hardware based acceleration device and targeted to Altera Cyclone II 2C70 FPGA and using 50MHz oscillator for clock source. The code is written in verilog HDL syntax using Quartus 2 version 7.2 and the simulation is verified using Quartus 2 version 7.2 simulator tools. As a result, the theoretical analysis, simulation and implementation result based on development and implementation of the proposed design on FPGA are presented and well organized in this paper. The comparative study based on theoretical, simulation and implementation results of this technique has been made to accomplish result of analysis.


asia international conference on mathematical/analytical modelling and computer simulation | 2010

Classification of Rubber Tree Leaf Disease Using Spectrometer

Hadzli Hashim; Muhammad Adib Haron; Fairul Nazmie Osman; S. A. M. Al Junid

In this paper, the classification of five types of rubber leaf disease by using the spectrometer and SPSS are presented. There are five of leaf disease that have been used as samples which are Oidium secondary leaf fall, Fusicoccum Leaf Blight, Bird eye’s spot and Anthracnose. The reflectance of the infected leaves sample is measured by using MCS600 Carl Zeiss spectrometer. Besides, Aspect Plus, a universal spectroscopy program from Zeiss manages to measure the spectral regions of the leaves sample. Further analysis and justification are completed by using approximate statistical tools from SPSS. The results obtained show that there are strong evidences that these diseases can be discriminated from each other using a spectrometer.


international conference on intelligent systems, modelling and simulation | 2010

An Intelligent Classification Model for Rubber Seed Clones Based on Shape Features through Imaging Techniques

Hadzli Hashim; Fairul Nazmie Osman; Syed Abdul Mutalib Al Junid; Muhammad Adib Haron; Hajar Mohd Salleh

This paper describes research work in developing an intelligent model for classifying selected rubber tree series clones based on shape features using image processing techniques. Sample of rubber tree seeds are captured using digital camera where the RGB color image are processed involving segmentation algorithm which includes thresholding and morphological technique. Shape features such as area, perimeter and radius are extracted from each image. Two models are being designed. Model 1 is represented by 38 input features while Model 2 is represented by a reduction of input size using Principle Component Analysis (PCA). The inputs for both models are then used to train a multi-layer perceptron Artificial Neural Network (ANN) using Levenberg-Marquardt algorithm. 160 samples are used as training set while another 100 samples are used for testing. The optimized ANN models are then evaluated and validated through analysis of performance indicators regularly applied in classification research work via pattern recognition. Findings in this work have shown that the optimized Model 2 has the best accuracy of 84% with more than 70% achievement for sensitivity and specificity.


international conference on intelligent systems, modelling and simulation | 2012

Implementation of Real-Time Kinematic Data to Determine the Ionospheric Total Electron Content

N.H.M. Hanif; Muhammad Adib Haron; Mohamad Huzaimy Jusoh; S.A.M. Al Junid; M. F. M. Idros; Fairul Nazmie Osman; Zulkifli Othman

Ionosphere layer is an important medium in communication system. At this layer where the total electron content exist because of ionization by the Suns extreme ultraviolet radiation, meanwhile the night side ionosphere electron content is reduced by chemical recombination. Maximum Total Electron Content (TEC) was detected at 0500 Local Time Clock (LTC) and will decrease gradually and reached its minimum at 2200 LTC. TEC during the day is higher than at night. The ultraviolet (UV) radiation from the sun ionizes fractions of the neutral atmosphere and forms the ionosphere. The elevation angle of satellite will also influence the TEC value. The higher elevation angle, the value of vertical TEC will also increase. The data from GPS Stations in RINEX format is supplied by Department of Survey and Mapping Malaysia (JUPEM). The data is taken from two different stations located at GPS Station Arau, Perlis and GPS Station Universiti Teknologi Malaysia Skudai, Johor.


ieee business engineering and industrial applications colloquium | 2012

Implementation of genetic algorithm for optimizing DNA sequence alignment

Syed Abdul Mutalib Al Junid; Muhd Shahirad Reffin; Zulkifi Abd Majid; Nooritawati Md Tahir; Muhammad Adib Haron

This paper presents potential of genetic algorithms (GA) for optimizing DNA sequences alignment based on dynamic programming or evolutionary programming. The ultimate objective of this paper is to accelerate the process of DNA sequences alignment towards reducing the time and space complexity. In addition, the theoretical study, design, compilation and simulation of the proposed GA were carried out using Xilinx ISE 12.3 EDA software by applying divide and conquer design technique towards finding the optimal solution. The proposed GA has shown that it can solve up to 10 DNA sequences base pair in three clock cycles with reduction time up to 84.21 % as compare to original Smith-Waterman algorithm. As a conclusion, the proposed GA has proved and able to optimize the existing DNA sequences alignment time complexity.


european symposium on computer modeling and simulation | 2011

Design and Analysis of High Performance and Low Power Matrix Filling for DNA Sequence Alignment Accelerator Using ASIC Design Flow

N. Khairudin; Muhammad Adib Haron; S. A. M. Al Junid; Abdul Karimi Halim; M.F. Md Idros; N.F. Abdul Razak

Efficient sequence alignment is one of the most important and challenging activities in bioinformatics. Many algorithms have been proposed to perform and accelerate sequence alignment activities. Among them Smith-Waterman (S-W) is the most sensitive (accurate) algorithm. This paper presents a novel approach and analysis of High Performance and Low Power Matrix Filling for DNA Sequence Alignment Accelerator by using ASIC design flow. The objective of this paper is to improve the performance of the DNA sequence alignment and to optimize power reduction of the existing technique by using Smith Waterman (SW) algorithm. The scope of study is by using the matrix filling method which is in parallel implementation of the Smith-Waterman algorithm. This method provides more efficient speed up compared to the traditional sequential implementation but at the same time maintaining the level of sensitivity. The methodology of this paper is using FPGA and Synopsis. This technique is used to implement the massive parallelism. The design was developed in Verilog HDL coding and synthesized by using LINUX tools. Matrix Cells with a design area 8808.307mm2 at 40ns clock period is the best design. Thus the power required at this clock period also smaller, dynamic power 111.1415uW and leakage power 212.9538 Nw. This is a large improvement over existing designs and improves data throughput by using ASIC design flow.


computational intelligence communication systems and networks | 2010

Artificial Neural Networks Based Algorithm for Identifying Engine Oil Parameters

Hadzli Hashim; Muhammad Adib Haron; Fairul Nazmie Osman; S. A. M. Al Junid; M. F. M. Idros; W. Wan Nawang

Engine oil is an essential type of lubricant normally used by internal combustion engines. The main job is to lubricate moving part of the engine. Engine oil is also performed to clean, inhibits corrosion and cools the engine by sinking the heat away from the main structure of the engine. However, the viscosity of the engine oil varies with respect to changes in mileage and the change of lubricant on schedule is always inaccurate. As a result, engine oil becomes out of condition for after a period of usage, resulting poor performance and increase cost and maintenance. Viscosity is a parameter to measure resistance of a fluid to flow. Through the theoretical and experimental method, this paper verifies the measurement of transmittance percentages of viscosity in terms of infrared wavelength with respect to several classes’ mileage distances. The most robust networks are also identified to be applied in this study. Finally, this information can be used in designing sensor to detect the degree of viscosity and development of the decay of lubricant evaluation index.


international conference on intelligent systems, modelling and simulation | 2012

Step-Down Three Phase Converter

M.A. Atan; Zulkifli Othman; S.A.M. Al Junid; Muhammad Adib Haron

This paper describe the step down three phase ac/dc converter involving a simple topology of 6 ideal switches using MATLAB/SIMULINK simulation model. This project consists of two parts. First part is ac-to-dc converter and the second parts are consisting of buck converter. In this project use the fast control strategy of three phases ac/dc by pulse-width modulation (PWM) converter and the input current is regulated to be sinusoidal and the source power factor can be controlled at unity. This project considered the total harmonic distortion (THD) which was defined as the power summation ratio of all harmonic components to the fundamental frequency power. The result of MATLAB/SIMULINK was analysed at the end of this paper/project.

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Hadzli Hashim

Universiti Teknologi MARA

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M. F. M. Idros

Universiti Teknologi MARA

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M.F. Md Idros

Universiti Teknologi MARA

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N. Khairudin

Universiti Teknologi MARA

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Zulkifli Othman

Universiti Teknologi MARA

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