PERFORMANCE ANALYSIS OF SMARTPHONE BASED REAL-TIME DRIVER ASSIST SYSTEM OVER IEEE WIRELESS NETWORKS WONG CHEE YIN
|
|
- Belinda Fields
- 6 years ago
- Views:
Transcription
1 PERFORMANCE ANALYSIS OF SMARTPHONE BASED REAL-TIME DRIVER ASSIST SYSTEM OVER IEEE WIRELESS NETWORKS WONG CHEE YIN This report is submitted in partial fulfillment of requirements for the Bachelor Degree of Electronic Engineering (Wireless Communication Electronic) Faculty of Electronic and Computer Engineering University Technical Malaysia Melaka June 2013
2 ii UNIVERSTI TEKNIKAL MALAYSIA MELAKA FAKULTI KEJURUTERAAN ELEKTRONIK DAN KEJURUTERAAN KOMPUTER BORANG PENG ESAHAN STATUS LAPORA N PROJEK SARJANA MUDA II Tajuk Projek PERFORMANCE ANALYSIS OF SMARTPHONE BASED REAL-TIME DRIVER ASSIST SYSTEM OVER IEEE WIRELESS NETWORKS Sesi Pengajian Saya WO G CHEE YIN mengaku membenarkan Laporan Projek Sarjana Muda ini disimpan di Perpustakaan dengan syarat-syarat kegunaan seperti berikut: 1. Laporan adalah hakmilik Universi Teknikal Malaysia Melaka. 2. Perpustakaan dibenarkan membuat salinan untuk tujuan pengajian sahaja. 3. Perpustakaan dibenarkan membuat salinan la po ran ini sebagai bahan pertukaran antara inst usi pengajian n ggi. 4. Sila tandakan ( 'I ) : D SULIT* D TE D TIOA RHAO** K TERHAO *(Mengandungi maklumat yang berdarjah keselamatan atau kepenn gan Malaysia seper yang termaktub di dalam AKTA RAHSIA RASMI 1972) **(Mengandungi maklumat terhad yang telah ditentukan oleh organisasi/badan di mana penyelidikan dijalankan) Disahkan oleh: (TANDATANGAN PENULIS)
3 iii "I hereby declare that this report is the result of my own work except for quotes as cited in the references." Signature Author :WONG CHEE YIN Date :14 1 h June 2013
4 iv "I hereby declare that I have read this report and in my opinion this report is sufficient in terms of scope and quality award of Bachelor of Electronic Engineering (Wireless Communication Engineering) With Honors." Signature Author :DR. LIM KIM CHUAN Date :14 1 h June 2013
5 v Dedicated to my beloved family members.
6 vi ACKNOWLEDGMENT This project was completed after I have working for it for two semesters. I have learnt and gained a lot of experience and my knowledge was improved within these two semesters. First of all, I would like to deliver my sincere appreciation to my supervisor, Dr. Lim Kim Chuan. Dr. Lim has taught me from the beginning of my project starts. He guides me back to the correct path whenever I lost. Besides, he teaches me in a manner that easy to understand by giving simple examples. He borrows reference books to me and shares with me some useful links, too. Whenever I confused, Dr. Lim will try to simplify my problem and explained to me patiently. Apart from that, Dr. Lim will let me explore the things myself by giving general guidance. Thus, I can learn to solve the problem myself after trying. Furthermore, I really appreciate Dr. Lim for borrowing me his Smartphone when the Smartphone used previously sent for repair. I feel motivated each time I attend meeting with Dr. Lim. I would like to thank Dr. Lim for giving guidance to improve my presentation skills, too. I would like to thanks to Wireless Lab assistant for her kindness. She always allows me to use the computer and Wi-Fi. I would like to thanks to my lecturers who concern about the progress of my project and give me permissions to use the computer in lab. I would like to express my gratitude to my friends who share with me the knowledge in solving computing technical problem. My friends were helped me a lot by sharing the experience, listen to problem I faced and give explanation on the problem I faced. Furthermore, I would like to express my deepest appreciation to my beloved family members who always support me morally. They willing to listen to me and encourage me all the times. The guidance and support received from my supervisor, lecturer, friends and family was vital for the success of this project. I am grateful for everyone's constant support and help.
7 vii ABSTRACT When a car is just behind the truck, car driver' s view is blocked by the truck in front. Since the distance between the truck and car is about a length of a car, only the truck is viewed by car driver, but not the incoming traffic. Car driver cannot determine whether it is a suitable time for safely overtaking. A driver assisting system is proposed for this scenario. Two smartphones are needed in the proposed driver assisting system. Smartphone A is placed in the truck while Smartphone B is placed in the car. Truck driver' s view is captured using Smartphone A and sending out. Smartphone Bis used by car driver to receive view shared by Smartphone A to extend the view. Therefore, car driver will know the reason causing the slow moving truck in front. Car driver can then decide and able to make safely overtaking decision. However, this video transmission must be in real-time with over the inherently non real-time wireless communication channel. This means that the Wi-Fi link performance has to be able to determine in realtime by the receiver smartphone, to make sure that data is smoothly transferred with throughput of l Mbps. No video shall be displayed by the receiver smartphone if the link is not able to stream the video at the required data throughput. The investigation processes involved firstly determine the expected working distance for this proposed driver assisting system. Then, the expected throughputs for both vehicles in static and moving conditions including the Doppler effect are figured determined. Throughput between smartphones and PC is measured using Iperf. Experiment is carried out to ensure it throughput around 1 Mbps can be obtained in real scenario. The obtained measurement result using the developed application shows the similar measurement as obtained with the Iperf. The actual per\ormance of the Wi-Fi link in real-time, which is a good indication to alert user with the stability of the inherently non real-time characteristics of Wi-Fi channel, can then be determined through the develop application with the calculation on packets received and packet lost at the receiver. The result obtained from the designed and constructed application not only can give measurement as lperf, but also allow custom data (for instance, messages in this case or video image for further development of deiver assisting system) to be transmitted.
8 viii ABSTRAK Apabila sebuah kereta berada tepat pada belakang trak, pandangan pamandu kereta dihalang oleh trak depan. Jarak antara kereta dan trak kira-kira panjang sebuah kereta, oleh itu, hanya trak dilihat oleh pemandu kereta, bukan trafik yang dating. Pemandu kereta tidak dapat mengambil keputusan memotong trak depan dengan selamat. Satu system memandu pemandu dicadangkan. Dua telefon pintar diperlukan dalam cadangan projeck ini. Telefon pintar A diletakkan dalam trak, Samrtphone B diletakkan dalam kereta. Pandangan pemandu trak ditangkap menggunakan Sarnrtphone A dan dihantarkan. Sarnrtphone B digunakan oleh pemandu kereta untuk menerima pandangan yang dikongsi oleh Smartphone A untuk meluaskan pandangan. Dengan itu, pemandu kereta akan tahu sebab trak yang lambat bergerak. Pemandu kereta boleh mengambil keputusan memotong trak depan dengan selamat. Akan tetapi, video yang dikongsi mesti diterima pada masa yang sama dengan masa menghantar. Dengan itu, pemandu boleh mengharapkan system ini dalarn mengambil keputusan memotong jalan. Ini bermaksud analisis pautan prestasi Wi-Fi diperlukan untuk memastikan pemprosesan penghantaran data kira-kira lmbps. Tiada video dikongsi apabila pemprosesan penghantaran data tidak memadai. Proses penyiasatan yang terlibat kan megesan jangkaan pemprosesan jarak berkesan untuk system ini. Selepas itu, jangkaan pemprosesan untuk kedua-dua kenderaan dalam keadaan static dan bergerak yang melibatkan Doppler effect dikesan. Pemprosesan antara telefon pintar and PC diukur menggunakan Iperf. Eksperimen dijalankan untuk memastikan pemprosesan lebih kurang 1 Mbps berkesan dalam keadaaan sebenar. Keputusan yang dapat adalah lebi kurang sama dengan keputusan yang dapat melalui Iperf. Prestasi sebenar Wi-Fi dalam keada~ sebenar, adalah satu petunjuk kepada pemandu mengenai kestabilan cirri-ciri masa sebenar Wi-Fi saluran, dapat dikesan melalui pembangunan apikasi kiraan paket diterima dan kehilangan paket pada penerima. Keputusan yang dapat daripada rekaan aplikasi bukan sahaja memberi ukuran seperti lperf, tetapi juga membenarkan penghantaran data (contohnya, mesej dalam kes ini atau video penggambaran untuk pembangunan system membantu pemandu).
9 ix CONTENT CHAPTER TITLE PAGES PROJECT TITLE STATUS REPORT FORM STUDENT DECLARATION SUPERVISOR DECLARATION DEDICATION ACKNOWLEDGMENT ABSTRACT ABSTRAK CONTENT LIST OF FIGURE LIST OFT ABLE LIST OF ABBREVIATIONS ii iii iv v vi vii viii ix xiii xv xvi
10 x INTRODUCTION Overview of Project 1.2 Problem Statement 1.3 Objectives 1.4 Scope of Project LITERATURE REVIEW Introduction of the proposed driver assisting system Existing Technologies Adaptive Cruise Control Lane Departure and Lane-Changing systems Driver Vigilance V2X-Based Android Identified major components and possible issue faced by the system Transport protocol Multicast Carrying Multicast real-time traffic Bit rate for IEEE Downlink rate Doppler effect IEEE lg Wi-Fi Standard Identify Safe Following Distances Possible tools used to construct the propose system OpenCV4Android SDK Eclipse Terminal Emulator 25
11 xi Iperf Wireshark inssider METHODOLOGY Determine working distance 3.2 Measure throughput when both vehicles are static 3.3 Measure throughput when both vehicles are moving 3.4 Measure Throughput using Iperf 3.5 Experiment 3.6 Designing and Constructing Smartphone Application RESULT AND DISCUSSION 36 a. The expected working distance of the proposed Driver assisting system 4.2 Expected throughput between two smartphones (When both vehicles are not moving) 4.3 Expected throughput between two smartphones (When both vehicles are moving) Doppler Effect 4.4 Performance from Measurement and Application Construction Using Iperf to measure UDP throughput, delay And jitter of unicast and multicast (Smartphone to Smartphone) Using Iperf to measure UDP throughput, delay
12 xii And jitter of unicast and multicast (Smartphone to PC) Using Iperf to measure UDP throughput, delay And jitter of unicast and multicast (PC to Smartphone) Experiment fro throughput measurement carried out by using Iperf Validate the performance of the Constructed Application with the collected Iperf Results (throughput only) Ability of Application to send and receive data Link Performance Implementation of real-time client and server based Wi-Fi link performance measurement function in the smartphones Designation and Construction of First Working Application 55 5 CONCLUSION AND RECOMMENDATION Conclusion 5.2 Recommendation REFERENCES BIBLIOGRAPHY APPENDICES
13 xiii LIST OF FIGURE FIGURE TITLE PAGE l.l(a) Driver's vision when moving behind the truck (b) Driver' s vision \:vhen just behind the truck Flow chart of proposed driver assisting system 7 2.2(a) Continental 's ACC system (b) Hella' s LOWS (c) Hella' s Alertness Assistant (d) DriveAssist' s main menu OSI reference model Expected bit rate at different ranges (a) Outdoor urban scenario (b) Outdoor rural scenario BER versus Doppler shift graph for QPSK Y Throughput of IEEE g with different bit rates 22
14 xiv 2.8(a) Throughput measurement from PC to smartphone (b) Throughput measurement from smartphone to PC Packets captured using Wireshark Software inssider l Flow chart of procedure to analyze link performance Iperf Android is installed in both smartphone Flow chart for designation and construction of smartphone application l Scenario for the usage of proposed driver assist system Graph distance versus speed between two vehicles Throughput versus Theoretical bit rate (a) Graph expected bit rate for different distances (b) Graph expected throughput for different distances Doppler shift diagram BER versus Doppler shift Flow chart using Iperf between two smartphones (a) Average jitter of unicast measured between two smartphones when bandwidth is I Mbps (b) Average jitter of unicast measured between two smartphones when bandwidth is I OMbps (c) Average jitter of multicast measured between two
15 xv smartphones when bandwidth is I Mbps (d) Average jitter of multicast measured between two smartphones when bandwidth is I OMbps (a) Average jitter of unicast measured for bandwidth I Mbps when PC runs as server (b) Average jitter of unicast measured for bandwidth I Mbps when PC runs as server (c) Average jitter of multicast measured for bandwidth I Mbps when PC runs as server (d) Average jitter of multicast measured for bandwidth I Mbps when PC runs as server IO(a) Average jitter of unicast measured for bandwidth I Mbps when smartphone runs as server IO(b) Average jitter of unicast measured for bandwidth I Mbps when smartphone runs as server IO(c) Average jitter of multicast measured for bandwidth I Mbps when smartphone runs as server lo(d) Average jitter of multicast measured for bandwidth I Mbps when smartphone runs as server 58 4.ll(a) Distance between truck and car is small (a car length) l(b) Car driver vision is completely blocked by truck in front 60
16 xvi 4.ll(c) Car driver's vision is extended by using Smartphone B to receive view shared by Smartphone A in the truck in front 60 4.l2(a) Average jitter of unicast measured for experiment when bandwidth I Mbps 61 4.l2(b) Average jitter of unicast measured for experiment when bandwidth I OMbps l2(c) Average jitter of multicast measured for experiment when bandwidth 1 Mbps (d) Average jitter of multicast measured for experiment when bandwidth 1 OM bps (a) Application testing sending data continuously 65 4.l3(b) UDP datagram captured using Wireshark (c) Application testing receiving data continuously (a) Application result for sending data continuously (b) Application result for receiving data continuously Packet received calculated for every second Performance of Wi-Fi link obtained from calculating the packet lost frames received within 1 second captured using Wireshark 65
17 xvii LIST OF TABLE TABLE TITLE PAGE 2.1 Polynomial coefiicient for QPSK Y The hypothetical speed and range Calculated distance (d) with respect to the vehicle speed (v) According to the 2-second rules The expected bit rate and throughput for the safety following distance Doppler shift for various speeds different (a) Throughput unicast measured between two smartphones (b) Throughput multicast measured between two smartphone (c) Throughput multicast measured using different buffer size (a) Throughput unicast measured from smartphone to PC (b) Throughput multicast measured from smartphone to PC 52
18 xviii 4.5(a) 4.5(b) 4.6(a) 4.6(b) Throughput unicast measured from PC to smartphone Throughput multicast measured from PC to smartphone Throughput unicast measured from experiment Throughput multicast measured from experiment
19 xix LIST OF ABBREVIATIONS ISM SNR BER UDP TCP IP OSI Industrial, Scientific and Medical Signal-to-Noise Ratio Bit Error Rate User Datagram Protocol Transmission Control Protocol Internet Protocol Interconnection Model
20 1 CHAPTER I INTRODUCTION Driver assist systems reveal how technology is being applied to augment drivers ' skills and at the same time, improved road safety throughput. ln Europe, the European Commission formed the esafety working-group in 2002 (J.Jaaskelainen, 2002). The aim of his working-group is to encourage the development and use of intelligent and integrated safety systems in cars. According to the statistics, this esafety web site shown that more than l.2 million people were involved in road accident~ and being injured in the EU in 2005 and, over 40,000 were killed (Christine, 2009). Analysis of accidents shows that human error is the main cause of accidents, it takes about 93 percent. Thus, a sensing system that able to assist and warn the driver could save lives. The existing technologies is on preventing rear-ending collisions, keeping the vehicle in the lane, assist vehicle in overtaking, and technologies that wakens sleepy drivers.
21 2 A driver assist system is used to provide driver additional information when driving. It can provide driver information in different ways, the path to a destination or the nearby traffic condition in the road. For instance, when driving in a two-way road, it is extremely useful in providing driver the nearby traffic condition in real time, especially when vision of driver is blocked by a vehicle with huge size. For example, when two vehicles are moving in a lane, the vision of driver may be blocked if there is a truck in front. With the use of real-time driver assist system, the driver's vision has greatly extended and allow driver to react accordingly. If there is an accident occurred or road block, the vehicles behind may choose to use an alternative lane or make a U-tum. Driver may choose to queue patiently or overtaking when the flow of vehicles in the road is slow. With the development of advanced technologies today, mobile devices with multiple functions are available. For example, in a smartphone, the camera is able to capture a higher quality video and images, significant amount of computing power and connectivity via various wireless local area networks. The making use the inherently ISM band wireless communication connectivity is possible to send and receive the compressed video images to assist driver in making life critical decision in real time is to be examined. 1.1 Overview of project: When driver in a car is moving behind a truck, the driver's vision is blocked by the truck. In order to extend the vision, the driver can move the car slightly to the right or left from the truck. However, this could only work if there is a far distance between the car and the truck, illustrate in Figure l. l (a). The problem comes when a driver in the car is just behind the truck. The driver's vision is blocked by the truck in front, as illustrate in Figure l. l (b). Since the driver cannot determine whether there is any vehicle occupied the space in front of the truck or not, the driver cannot determine is it a suitable time to overtake the truck.
22 3 ln the case where driver in the car is just behind the truck and driver's vision is blocked, the distance between both vehicles is considered short. Thus, car driver is forced to slow down the car speed until almost the same as the truck in front in order to avoid collision. The distance between both vehicles is assumed a car length according to the safe following distance by using 2-second rule. This is the scenario where the propose driver assisting system is used. Two smartphones are needed for the usage of the proposed driver assisting system. Smartphone A is placed in the truck while Smartphone B is placed in the car. View from truck driver will be captured and sending out from Smartphone A; car driver uses Smartphone B to receive the view shared by Smartphone A. Thus, car driver's view is extended by using the proposed driver assisting system. Car driver can determine whether it is the suitable time to overtaking safely. Figure l.l(a) Driver's vision when moving behind the truck.
23 4 Figure l. I(b) Driver's vision when just behind the truck. 1.2 Problem Statement: I. Wi-Fi is inherently non real-time. Car driver required a stable wireless channel to receive view shared by truck driver to make life critical decision. (Example: Safely overtaking the slow moving truck). The data rate in PHY layer must highly enough to support!mbps throughput for compressed video transmission. The data rate in PHY layer must highly enough to support data transmission between two smartphones. There are parameters that affect stability of Wi-Fi channel. The effect of those parameters that will affect the usage of proposed driver assist system in the identified scenario need to be determined. 2. Besides, the parameters that will affect the usage of the proposed driver assist system in the identified scenario are unknown. 3. Designation and construction of smartphone application to capture and analyze the identified Wi-Fi channel parameter.
24 5 1.3 Objectives: 1. To critically define the scenario where the proposed driver assist system will be used. 2. To identify the parameters that will affect the usage of the proposed driver assist system in the identified scenario. 3. To construct Smartphone Application to capture and analyze the identified Wi-Fi channel parameter. 1.4 Scope of project: 1. Wireless Communication channel is used for the transmission of compressed video between transmitter and receiver. 2. Scenario where the proposed driver assists system will be used. 3. Parameters that will affect the usage of the proposed driver assist system in the identified scenario. 4. Smartphone Application to capture and analyze the identified Wi-Fi channel parameter.
BORANG PENGESAHAN STATUS TESIS
UNIVERSITI MALAYSIA PAHANG BORANG PENGESAHAN STATUS TESIS JUDUL: RFID BASED SYSTEMATIC STUDENT S ATTENDANCE MANAGEMENT SYSTEM SESI PENGAJIAN: 2010/2011 Saya HANISAH BT HAMID ( 860210-02-5274 ) (HURUF BESAR)
More informationBORANG PENGESAHAN STATUS TESIS
UNIVERSITI MALAYSIA PAHANG BORANG PENGESAHAN STATUS TESIS JUDUL: MODAL ANALYSIS OF CAR DISC BRAKE SESI PENGAJIAN: 2010/2011 Saya AHMAD ZAKI BIN CHE ZAINOL ARIFF (871228-11-5749) (HURUF BESAR) mengaku membenarkan
More informationHOME APPLIANCE CONTROL SYSTEM TAN WEI SYE
HOME APPLIANCE CONTROL SYSTEM TAN WEI SYE This report is submitted in partial fulfillment of the requirements for award of Bachelor of Electronic Engineering (Computer Engineering) with honors Faculty
More informationDEVELOPMENT OF VENDING MACHINE WITH PREPAID PAYMENT METHOD AMAR SAFUAN BIN ALYUSI
DEVELOPMENT OF VENDING MACHINE WITH PREPAID PAYMENT METHOD AMAR SAFUAN BIN ALYUSI Report submitted in partial fulfilment of the requirements for the award of the degree of Bachelor of Mechanical Engineering
More informationDESIGN ANALYSIS OF EXTERIOR CAR BODY PART BASTIAN WIBAR BIN MOMANG
DESIGN ANALYSIS OF EXTERIOR CAR BODY PART BASTIAN WIBAR BIN MOMANG Thesis submitted in partial fulfillment of the requirements for award of Bachelor of Mechanical Engineering with Automotive Engineering
More informationAUTO SILENT MODE FOR ANDROID SMARTPHONES MUHAMMAD AZLAN SHAHARIMAN BIN AHMAD
AUTO SILENT MODE FOR ANDROID SMARTPHONES MUHAMMAD AZLAN SHAHARIMAN BIN AHMAD This report is submitted in partial fulfillment of requirement for the Degree of Bachelor of Electronic Engineering (Computer
More informationAN ANDROID-BASED SMART SECURITY TOURING SYSTEM FOR REAL-TIME DATA RECORDING USING NFC, GPS AND GSM TECHNOLOGY.
AN ANDROID-BASED SMART SECURITY TOURING SYSTEM FOR REAL-TIME DATA RECORDING USING NFC, GPS AND GSM TECHNOLOGY. DINESH A/L MANIYAM UNIVERSITI TEKNIKAL MALAYSIA MELAKA ii AN ANDROID-BASED SMART SECURITY
More informationTUITION CENTRE MANAGEMENT SYSTEM (TCMS) ZARIFAH BINTI MOHD PAHMI UNIVERSITI TEKNIKAL MALAYSIA MELAKA
TUITION CENTRE MANAGEMENT SYSTEM (TCMS) ZARIFAH BINTI MOHD PAHMI UNIVERSITI TEKNIKAL MALAYSIA MELAKA TUITION CENTRE MANAGEMENT SYSTEM (TCMS) ZARIFAH BINTI MOHD PAHMI This report is submitted in partial
More informationPROTOTYPE OF POWER LINE INTERFACE SOCKET USING EMBEDDED CONTROLLER FOR DATA ACQUISITION AND CONTROL. LAI CHING HUAT
i PROTOTYPE OF POWER LINE INTERFACE SOCKET USING EMBEDDED CONTROLLER FOR DATA ACQUISITION AND CONTROL. LAI CHING HUAT This Report Is Submitted In Partial Fulfillment of Requirements for the Bachelor Degree
More informationUNIVERSITI MALAYSIA PAHANG BORANG PENGESAHAN STATUS TESIS
UNIVERSITI MALAYSIA PAHANG BORANG PENGESAHAN STATUS TESIS JUDUL: AUTOMATIC TEMPERATURE CONTROL SYSTEM FOR AQUAPONIC GREEN HOUSE SESI PENGAJIAN: 2012/2013 Saya, AMIN KHAIRI BIN ROSLI (890214-01-5839) (HURUF
More informationSESSION BASED ACTIVITY MONITORING APPLICATION FOR ANDROID TAN LEIK HO
SESSION BASED ACTIVITY MONITORING APPLICATION FOR ANDROID TAN LEIK HO This report is submitted in partial fulfillment of requirements for the Bachelor Degree of Electronic Engineering (Industrial Electronics)
More informationSMART PARKING SYSTEM USING LABVIEW MUHAMMAD NAZIR BIN MAT ISA
SMART PARKING SYSTEM USING LABVIEW MUHAMMAD NAZIR BIN MAT ISA This report is submitted in partial fulfillment of the requirements for the award of Bachelor of Electronic Engineering (Industrial Electronics)
More informationPERFORMANCE ANALYSIS OF VIDEO TRANSMISSION OVER IEEE ARCHITECTURE NOOR HURUL-AIN BINTI MOHAMAD
PERFORMANCE ANALYSIS OF VIDEO TRANSMISSION OVER IEEE 802.16 ARCHITECTURE NOOR HURUL-AIN BINTI MOHAMAD This report is submitted in partial fulfillment of the requirements for the award of Bachelor of Electronic
More informationPREDICTION OF SURFACE ROUGHNESS IN TURNING OPERATION OF LOW CARBON STEEL AISI 1018 FAKHRUR RAZI BIN BAHRIN UNIVERSITI MALAYSIA PAHANG
PREDICTION OF SURFACE ROUGHNESS IN TURNING OPERATION OF LOW CARBON STEEL AISI 1018 FAKHRUR RAZI BIN BAHRIN UNIVERSITI MALAYSIA PAHANG ii UNIVERSITI MALAYSIA PAHANG BORANG PENGESAHAN STATUS TESIS JUDUL:
More informationPERFORMANCE EVALUATION OF LEACH PROTOCOL FOR WIRELESS SENSOR NETWORKS USING NS2 MUHAMAD FAIZ BIN RAMDZAN
i PERFORMANCE EVALUATION OF LEACH PROTOCOL FOR WIRELESS SENSOR NETWORKS USING NS2 MUHAMAD FAIZ BIN RAMDZAN This report is submitted in partial fulfilment of requirements for the Bachelor Degree of Electronic
More informationCOORDINATION PROTECTION SYSTEM IN INDUSTRIAL PLANTS AHMAD TARMIZI BIN MD NOR
COORDINATION PROTECTION SYSTEM IN INDUSTRIAL PLANTS AHMAD TARMIZI BIN MD NOR This report is submitted in partial fulfillment of this requirement for the award of Bachelor of Electronic Engineering (Industrial
More informationZIGBEE-BASED SMART HOME SYSTEM NURUL ILMI BINTI OMAR
ZIGBEE-BASED SMART HOME SYSTEM NURUL ILMI BINTI OMAR This report is submitted in partial fulfillment of the requirement for the Bachelor Degree in Electronic Engineering (Wireless Communication) with Honors
More informationHOME APPLIANCES MONITORING AND CONTROL USING SMARTPHONE APPLICATION AHMAD DANIAL BIN AHMAD NAZRI
i HOME APPLIANCES MONITORING AND CONTROL USING SMARTPHONE APPLICATION AHMAD DANIAL BIN AHMAD NAZRI This Report Is Submitted In Partial Fulfillment Of Requirements For The Bachelor Degree of Electronic
More informationSMART BODY MONITORING SYSTEM MOHAMAD KASYFUL AZIM BIN AHMAD
SMART BODY MONITORING SYSTEM MOHAMAD KASYFUL AZIM BIN AHMAD This report is submitted in partial fulfillment of the requirements for the award of Bachelor of Electronic Engineering (Computer Engineering)
More informationUPGRADE FMS200: SHAFT SUPPLY MODULE THOUGH HUMAN MACHINE INTERFACE LEE HO CHUNG
i UPGRADE FMS200: SHAFT SUPPLY MODULE THOUGH HUMAN MACHINE INTERFACE LEE HO CHUNG This report is submitted in partial fulfilment of the requirements for the award of Bachelor of Electronic Engineering
More informationTHE APPLICATION OF DIFFERETIAL BOX-COUNTING METHOD FOR IRIS RECOGNITION AHMAD AZFAR BIN MAHMAMI
i THE APPLICATION OF DIFFERETIAL BOX-COUNTING METHOD FOR IRIS RECOGNITION AHMAD AZFAR BIN MAHMAMI This Report Is Submitted In Partial Fulfillment of the Requirements for the Award Of Bachelor of Electronic
More informationBORANG PENGESAHAN STATUS TESIS* TERHAD (Mengandungi maklumat TERHAD yang telah ditentukan oleh organisasi/badan di mana penyelidikan dijalankan)
BORANG PENGESAHAN STATUS TESIS* JUDUL: ONLINE BASED SIGNATURE VERIFICATION TOOLS SESI PENGAJIAN: _2012 / 2013 Saya TANG HAN YANG. (HURUF BESAR) mengaku membenarkan tesis Projek Sarjana Muda ini disimpan
More informationDEVELOPMENT OF HOME ENERGY MANAGEMENT SYSTEM (HEMS) CHEA MENG HUAT UNIVERSITI TEKNIKAL MALAYSIA MELAKA
1 DEVELOPMENT OF HOME ENERGY MANAGEMENT SYSTEM (HEMS) CHEA MENG HUAT UNIVERSITI TEKNIKAL MALAYSIA MELAKA i DEVELOPMENT OF HOME ENERGY MANAGEMENT SYSTEM (HEMS) CHEA MENG HUAT This Report Is Submitted In
More informationHOME APPLIANCES AND SECURITY CONTROLLED VIA GSM SYSTEM NUR SYAFIQAH BINTI YUSOP
HOME APPLIANCES AND SECURITY CONTROLLED VIA GSM SYSTEM NUR SYAFIQAH BINTI YUSOP This Report Is Submitted In Partial Fulfilment of Requirements for the Bachelor Degree of Electronic Engineering (Wireless
More informationNUR FARAH DIYANA BINTI SABARUDIN
MOBILE E-TIME TABLE SYSTEM ON ANDROID PLATFORM USING NEAR FIELD COMMUNICATION (NFC) NUR FARAH DIYANA BINTI SABARUDIN This Report Is Submitted In Partial Fulfillment of Requirements for the Bachelor Degree
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA
UNIVERSITI TEKNIKAL MALAYSIA MELAKA WIRELESS CENTRALIZED ACCESS SMART HOME This report submitted in accordance with requirement of the Universiti Teknikal Malaysia Melaka (UTeM) for the Bachelor s Degree
More informationIMPLEMENTATION OF DIAMOND SEARCH (DS) ALGORITHM FOR MOTION ESTIMATION USING MATLAB SITI HAJAR BINTI AHMAD
IMPLEMENTATION OF DIAMOND SEARCH (DS) ALGORITHM FOR MOTION ESTIMATION USING MATLAB SITI HAJAR BINTI AHMAD This report is submitted in partial fulfillment of the requirements for the award of Bachelor of
More informationWEB-BASED DEVICE CONTROL AND COMMUNICATION VIA PARALLEL PORT MOHD RASHDAN BIN ABD RAHMAN UNIVERSITI TEKNIKAL MALAYSIA MELAKA
WEB-BASED DEVICE CONTROL AND COMMUNICATION VIA PARALLEL PORT MOHD RASHDAN BIN ABD RAHMAN UNIVERSITI TEKNIKAL MALAYSIA MELAKA BORANG PENGESAHAN STATUS TESIS JUDUL: WEB-BASED DEVICE CONTROL AND COMMUNICATION
More informationBORANG PENGESAHAN STATUS TESIS*
BORANG PENGESAHAN STATUS TESIS* JUDUL: NETWORK ANALYSIS AND DESIGN AT WISMA NEGERI SESI PENGAJIAN: II I 2008 Saya MOHO EZWAN BIN MD SAID mengaku membenarkan tesis (PSM/Sarjana/Doktor Falsafah) ini disimpan
More informationBORANG PENGESAHAN STATUS TESIS
BORANG PENGESAHAN STATUS TESIS JUDUL: Network Analysis and Design at Universiti Teknologi Mara (UiTM) Lendu, Melaka and Implementation Using OPNET Modeler SESI PENGAJIAN: 200712008 Saya NUR AZNIDA BINTI
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA
UNIVERSITI TEKNIKAL MALAYSIA MELAKA COMPARISON STUDY OF PRESS PART QUALITY INSPECTION SYSTEM: CHECKING FIXTURE AND FARO ARM LASER SCANNER This report submitted in accordance with requirement of the Universiti
More informationIV ABSTRACT In this project, the suitability of 802.11 b networks to carry real time voice traffic communication will be assessed using the Internet Protocol, where in the network the voice session have
More informationVIDEO DISTORTION MEASUREMENT USING PSNR IN WAVELET DOMAIN MOK YUNG LENG
VIDEO DISTORTION MEASUREMENT USING PSNR IN WAVELET DOMAIN MOK YUNG LENG Bachelor of Engineering with Honors (Electronics & Computer Engineering) 2009/2010 UNIVERSITI MALAYSIA SARAWAK R13a BORANG PENGESAHAN
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA
UNIVERSITI TEKNIKAL MALAYSIA MELAKA INTELLIGENT KEYCHAIN This report submitted in accordance with requirement of the Universiti Teknikal Malaysia Melaka (UTeM) for the Bachelor s Degree in Electronics
More informationINTEGRATION OF CUBIC MOTION AND VEHICLE DYNAMIC FOR YAW TRAJECTORY MOHD FIRDAUS BIN MAT GHANI
INTEGRATION OF CUBIC MOTION AND VEHICLE DYNAMIC FOR YAW TRAJECTORY MOHD FIRDAUS BIN MAT GHANI A thesis submitted in fulfilment of the requirements for the award of the degree of Master ofengineering (Mechanical)
More informationPROJECT TITLE JARIPAH BINTI ADZHAR
i PROJECT TITLE WIRELESS REMOTE CONTROL UTILIZING XBEE FOR MOBILE ROBOT APPLICATION JARIPAH BINTI ADZHAR This Report Is Submitted In Partial Fulfillment of Requirements For The Bachelor Degree in Electronic
More informationPLC APPLICATION FOR FLOOD DETECTION AND PROTECTION VIA COMMUNICATION SYSTEM MOHD AKMAL BIN ZAINAL ABIDIN
PLC APPLICATION FOR FLOOD DETECTION AND PROTECTION VIA COMMUNICATION SYSTEM MOHD AKMAL BIN ZAINAL ABIDIN This report is submitted in partial fulfillment of the requirements for the award Bachelor of Electronic
More informationLOW COST MP3 PLAYER USING SD CARD KHAIRIL AMRI BIN MUHAMAD UNIVERSITI TEKNIKAL MALAYSIA MELAKA
LOW COST MP3 PLAYER USING SD CARD KHAIRIL AMRI BIN MUHAMAD UNIVERSITI TEKNIKAL MALAYSIA MELAKA LOW COST MP3 PLAYER USING SD CARD KHAIRIL AMRI BIN MUHAMAD This report is submitted in partial fulfillment
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA
UNIVERSITI TEKNIKAL MALAYSIA MELAKA HOME APPLIANCES WEB SWITCH CONTROL WIRELESSLY USING SMARTHPHONE This report is submitted in accordance with the requirement of Universiti Teknikal Malaysia Melaka (UTeM)
More informationIMPLEMENTATION OF UNMANNED AERIAL VEHICLE MOVING OBJECT DETECTION ALGORITHM ON INTEL ATOM EMBEDDED SYSTEM
IMPLEMENTATION OF UNMANNED AERIAL VEHICLE MOVING OBJECT DETECTION ALGORITHM ON INTEL ATOM EMBEDDED SYSTEM CHEONG WEI WEI UNIVERSITI TEKNOLOGI MALAYSIA IMPLEMENTATION OF UNMANNED AERIAL VEHICLE MOVING OBJECT
More informationDESIGN OF ENERGY SAVING AIR CONDITIONING CONTROL SYSTEM MOHD KHUZAIRIE BIN MOHD TAUFIK
DESIGN OF ENERGY SAVING AIR CONDITIONING CONTROL SYSTEM MOHD KHUZAIRIE BIN MOHD TAUFIK This report is submitted in partial fulfillment of the requirement for award of Bachelor of Electronic Engineering
More informationAUTOMATIC RAILWAY GATE CONTROLLERUSING ZIGBEE NURLIYANA HAZIRAH BINTI MOHD SAFEE (B )
AUTOMATIC RAILWAY GATE CONTROLLERUSING ZIGBEE NURLIYANA HAZIRAH BINTI MOHD SAFEE (B021110154) This report is submitted in partial fulfilment of requirements for the Bachelor Degree of Electronic Engineering
More informationSYSTEM MANAGEMENT AQIQAH AND QURBAN ONLINE (SMAQO)
SYSTEM MANAGEMENT AQIQAH AND QURBAN ONLINE (SMAQO) UNIVERSITI TEKNIKAL MALAYSIA MELAKA BORANG PENGESAHAN STATUS TESIS* JUDUL: SYSTEM MANAGEMENT AOIOAH AND OURBAN ONLINE SESI PENGAJIAN: 20091200 10 Saya
More informationBORANG PENGESAHAN STATUS TESIS JUDUL: TAILOR SYSTEM (TailorSys) (HURUF BESAR)
BORANG PENGESAHAN STATUS TESIS JUDUL: TAILOR SYSTEM (TailorSys) SESI PENGAJIAN: 2-200812009 Saya SIT1 SALBIAH BTE MOHD SALLEH (HURUF BESAR) mengaku membenarkan tesis (PSM/Sarjana/Doktor Falsafah) ini disirnpan
More informationPerformance of Real Time Traffic In The Ethernet And WLAN Using TCP And UDP Protocols. Punitha Subbramaniam
Performance of Real Time Traffic In The Ethernet And WLAN Using TCP And UDP Protocols. Punitha Subbramaniam Bachelor of Engineering with Honors (Electronics & Telecommunications Engineering) 2009/2010
More informationSIT1 NURI-IAZA BINTI MOHD RAMLI
ANALYSIS AND CALCULATION'OF FIBER TO FIBER CONNECTION LOSS SIT1 NURI-IAZA BINTI MOHD RAMLI This report is submitted in partial fulfillment of the requirements for the award of Bachelor of Electronic Engineering
More informationDETECTION OF WORMHOLE ATTACK IN MOBILE AD-HOC NETWORKS MOJTABA GHANAATPISHEH SANAEI
ii DETECTION OF WORMHOLE ATTACK IN MOBILE AD-HOC NETWORKS MOJTABA GHANAATPISHEH SANAEI A project report submitted in partial fulfillment of the requirements for the award of the degree of Master of Computer
More informationKARAOKE MACHINE TOOL MOHD AIEZATT DANIAL B RAMIZAN
KARAOKE MACHINE TOOL MOHD AIEZATT DANIAL B RAMIZAN This report is submitted in partial fulfillment of the requirements for the award for of Bachelor Degree of Electronic Engineering (Industrial Electronics)
More informationStudy of Distributed Coordination Function (DCF) and Enhanced DCF (EDCF) in IEEE MAC Protocols for Multimedia Applications.
Study of Distributed Coordination Function (DCF) and Enhanced DCF (EDCF) in IEEE 802.11 MAC Protocols for Multimedia Applications Chan Chen Hoong Bachelor of Engineering with Honors (Electronics & Computer
More informationDEVELOPMENT OF TIMETABLING PROGRAM FONG WOON KEAT
ii DEVELOPMENT OF TIMETABLING PROGRAM FONG WOON KEAT This report is submitted in partial fulfillment of the requirements for the award of Bachelor of Electronic Engineering and Computer Engineering With
More informationHARDWARE AND SOFTWARE CO-SIMULATION PLATFORM FOR CONVOLUTION OR CORRELATION BASED IMAGE PROCESSING ALGORITHMS SAYED OMID AYAT
HARDWARE AND SOFTWARE CO-SIMULATION PLATFORM FOR CONVOLUTION OR CORRELATION BASED IMAGE PROCESSING ALGORITHMS SAYED OMID AYAT UNIVERSITI TEKNOLOGI MALAYSIA HARDWARE AND SOFTWARE CO-SIMULATION PLATFORM
More informationBORANG PENGESAHAN STATUS TESIS*
BORANG PENGESAHAN STATUS TESIS* JUDUL: In_fi_ _n_eo_n D_i=~-it_a_l_L_ib_r_a_ry~ ---C_a_ta_l_o=~~in~~~------- SESI PENGAJIAN: 2011/ 2 0 1 2 Saya LEE KlAN SENG mengaku membenarkan tesis Projek Sarjana Muda
More informationEDUCATION PATH SYSTEM MOHD ZULHAFIZ BIN HUSSIN
EDUCATION PATH SYSTEM MOHD ZULHAFIZ BIN HUSSIN This report is submitted in partial fulfillment of the requirements for the Bachelor of Computer Science (Database Management) FACULTY OF INFORMATION AND
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA OPTIMIZATION OF MEASUREMENT PARAMETERS IN NON- CONTACT MEASURING SYSTEM
UNIVERSITI TEKNIKAL MALAYSIA MELAKA OPTIMIZATION OF MEASUREMENT PARAMETERS IN NON- CONTACT MEASURING SYSTEM This report submitted in accordance with the requirement of the Universiti Teknikal Malaysia
More informationBLOCK-BASED NEURAL NETWORK MAPPING ON GRAPHICS PROCESSOR UNIT ONG CHIN TONG UNIVERSITI TEKNOLOGI MALAYSIA
BLOCK-BASED NEURAL NETWORK MAPPING ON GRAPHICS PROCESSOR UNIT ONG CHIN TONG UNIVERSITI TEKNOLOGI MALAYSIA BLOCK-BASED NEURAL NETWORK MAPPING ON GRAPHICS PROCESSOR UNIT ONG CHIN TONG A project report submitted
More informationAUTOMATIC APPLICATION PROGRAMMING INTERFACE FOR MULTI HOP WIRELESS FIDELITY WIRELESS SENSOR NETWORK
AUTOMATIC APPLICATION PROGRAMMING INTERFACE FOR MULTI HOP WIRELESS FIDELITY WIRELESS SENSOR NETWORK MOHD HUSAINI BIN MOHD FAUZI UNIVERSITI TEKNOLOGI MALAYSIA AUTOMATIC APPLICATION PROGRAMMING INTERFACE
More informationHARDWARE/SOFTWARE SYSTEM-ON-CHIP CO-VERIFICATION PLATFORM BASED ON LOGIC-BASED ENVIRONMENT FOR APPLICATION PROGRAMMING INTERFACING TEO HONG YAP
HARDWARE/SOFTWARE SYSTEM-ON-CHIP CO-VERIFICATION PLATFORM BASED ON LOGIC-BASED ENVIRONMENT FOR APPLICATION PROGRAMMING INTERFACING TEO HONG YAP A project report submitted in partial fulfilment of the requirements
More informationUNIVERSITI TEKNOLOGI MALAYSIA
PSZ 19:16 (Pind. 1/97) UNIVERSITI TEKNOLOGI MALAYSIA BORANG PENGESAHAN STATUS TESIS JUDUL: DEVELOPMENT OF DATABASE MANAGEMENT SYSTEM (DBMS) BASED ON ELEMENTAL COST ANALYSIS (ECA) METHODOLOGY Saya SESI
More informationAN IMPROVED PACKET FORWARDING APPROACH FOR SOURCE LOCATION PRIVACY IN WIRELESS SENSORS NETWORK MOHAMMAD ALI NASSIRI ABRISHAMCHI
AN IMPROVED PACKET FORWARDING APPROACH FOR SOURCE LOCATION PRIVACY IN WIRELESS SENSORS NETWORK MOHAMMAD ALI NASSIRI ABRISHAMCHI A thesis submitted in partial fulfillment of the requirements for the award
More informationTHE DEVELOPMENT OF MODULAR PRODUCT DESIGN: FOLDABLE CHAIR
UNIVERSITI TEKNIKAL MELAKA MALAYSIA THE DEVELOPMENT OF MODULAR PRODUCT DESIGN: FOLDABLE CHAIR Thesis submitted in accordance with the requirements of the Malaysia Technical University of Malacca for the
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA
UNIVERSITI TEKNIKAL MALAYSIA MELAKA AUTOMATED STREETLIGHT MALFUNCTION ALERT SYSTEM (ASMAS) BY USING GSM This report is submitted in accordance with the requirement of the Universiti Teknikal Malaysia Melaka
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA
UNIVERSITI TEKNIKAL MALAYSIA MELAKA SMART AQUARIUM USING GLOBAL SYSTEM FOR MOBILE COMMUNICATION (GSM) This report submitted in accordance with requirement of the Universiti Teknikal Malaysia Melaka (UTeM)
More informationCOMPARATIVE STUDY BETWEEN FEATURE EXTRACTION METHODS FOR FACE RECOGNITION
COMPARATIVE STUDY BETWEEN FEATURE EXTRACTION METHODS FOR FACE RECOGNITION SITI FAIRUZ BINTI ABDULLAH UNIVERSITI TEKNIKAL MALAYSIA MELAKA JUDUL: BORANG PENGESAHAN STATUS TESIS* COMPARATIVE STUDY BETWEEN
More informationThis item is protected by original copyright
A-PDF Merger DEMO : Purchase from www.a-pdf.com to remove the watermark MEDICAL FACILITIES DATABASE MANAGEMENT SYSTEM By MUHAMMAD FAIZAL BIN OSMAN Report submitted in partial fulfillment of the requirements
More informationREMOVING AL-QURAN ILLUMINATION AMIRUL RAMZANI BIN RADZID UNIVERSITI TEKNIKAL MALAYSIA MELAKA
REMOVING AL-QURAN ILLUMINATION AMIRUL RAMZANI BIN RADZID UNIVERSITI TEKNIKAL MALAYSIA MELAKA BORANG PENGESAHAN STATUS TESIS JUDUL: REMOVING AL-QURAN ILLUMINATION _ SESI PENGAJIAN: 2014/2015 Saya AMIRUL
More informationNUR ZURAIN BT ZUBAIDI B
ANALYSIS COMPARISON BETWEEN SOLIDWORKS PLASTICS AND SIMULATION MOLDFLOW ADVISER OF OPTIMUM GATE SIZE FOR THE DESIGN OF A SINGLE CAVITY PLASTIC NAME CARD HOLDER MOLD NUR ZURAIN BT ZUBAIDI B051210038 UNIVERSITI
More informationOPTIMIZE PERCEPTUALITY OF DIGITAL IMAGE FROM ENCRYPTION BASED ON QUADTREE HUSSEIN A. HUSSEIN
OPTIMIZE PERCEPTUALITY OF DIGITAL IMAGE FROM ENCRYPTION BASED ON QUADTREE HUSSEIN A. HUSSEIN A thesis submitted in partial fulfillment of the requirements for the award of the degree of Master of Science
More informationISOGEOMETRIC ANALYSIS OF PLANE STRESS STRUCTURE CHUM ZHI XIAN
ISOGEOMETRIC ANALYSIS OF PLANE STRESS STRUCTURE CHUM ZHI XIAN A project report submitted in partial fulfilment of the requirements for the award of the degree of Master of Engineering (Civil-Structure)
More informationFORCE ANALYSIS ON ROBOTIC DEBURRING PROCESS
UNIVERSITI TEKNIKAL MALAYSIA MELAKA (UTeM) FORCE ANALYSIS ON ROBOTIC DEBURRING PROCESS Thesis submitted in accordance with the partial requirements of the Universiti Teknikal Malaysia Melaka for the Bachelor
More informationMAC PROTOCOL FOR WIRELESS COGNITIVE NETWORK FARAH NAJWA BINTI MOKHTAR
MAC PROTOCOL FOR WIRELESS COGNITIVE NETWORK FARAH NAJWA BINTI MOKHTAR This report is submitted in partial fulfillment of the requirements for the award of Bachelor of Electronic Engineering (Computer Engineering)
More informationENHANCING TIME-STAMPING TECHNIQUE BY IMPLEMENTING MEDIA ACCESS CONTROL ADDRESS PACU PUTRA SUARLI
ENHANCING TIME-STAMPING TECHNIQUE BY IMPLEMENTING MEDIA ACCESS CONTROL ADDRESS PACU PUTRA SUARLI A project report submitted in partial fulfillment of the requirements for the award of the degree of Master
More informationSECURE-SPIN WITH HASHING TO SUPPORT MOBILITY AND SECURITY IN WIRELESS SENSOR NETWORK MOHAMMAD HOSSEIN AMRI UNIVERSITI TEKNOLOGI MALAYSIA
SECURE-SPIN WITH HASHING TO SUPPORT MOBILITY AND SECURITY IN WIRELESS SENSOR NETWORK MOHAMMAD HOSSEIN AMRI UNIVERSITI TEKNOLOGI MALAYSIA SECURE-SPIN WITH HASHING TO SUPPORT MOBILITY AND SECURITY IN WIRELESS
More informationHOME MAILBOX NOTIFICATION MOHD HAZWAN BIN MOHAMED HARITH
HOME MAILBOX NOTIFICATION MOHD HAZWAN BIN MOHAMED HARITH This Report Is Submitted In Partial Fulfillment of Requirements For The Bachelor Degree of Electronic Engineering (Telecommunication) Fakulti Kejuruteraan
More informationSUPERVISED MACHINE LEARNING APPROACH FOR DETECTION OF MALICIOUS EXECUTABLES YAHYE ABUKAR AHMED
i SUPERVISED MACHINE LEARNING APPROACH FOR DETECTION OF MALICIOUS EXECUTABLES YAHYE ABUKAR AHMED A project submitted in partial fulfillment of the requirements for the award of the degree of Master of
More informationSignature :.~... Name of supervisor :.. ~NA.lf... l.?.~mk.. :... 4./qD F. Universiti Teknikal Malaysia Melaka
"I hereby declare that I have read this thesis and in my opinion this thesis is sufficient in term of scope and quality for the reward of the Bachelor' s degree of Mechanical Engineering (Structure and
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA
UNIVERSITI TEKNIKAL MALAYSIA MELAKA DESIGN AND DEVELOPMENT OF VEHICLE SECURITY DEVICE BY USING BIOMETRIC IDENTIFICATION (FINGERPRINT) This report submitted in accordance with requirement of the Universiti
More information2D CUT-OUT ANIMATION "MAT TUNANGKU"
2D CUT-OUT ANIMATION "MAT TUNANGKU" NUR SAHIDAH BINTI BASHlER UNIVERSITI TEKNIKAL MALAYSIA MELAKA BORANG PENGESAHAN STATUS TESIS* JUDUL: 2D CUT-OUT ANIMATION "MAT TUNANGKU" SESI PENGAJIAN: 2-200812009
More informationSYSTEMATIC SECURE DESIGN GUIDELINE TO IMPROVE INTEGRITY AND AVAILABILITY OF SYSTEM SECURITY ASHVINI DEVI A/P KRISHNAN
iii SYSTEMATIC SECURE DESIGN GUIDELINE TO IMPROVE INTEGRITY AND AVAILABILITY OF SYSTEM SECURITY ASHVINI DEVI A/P KRISHNAN A dissertation submitted in partial fulfillment of the requirements for the award
More information7 I I, BORANG PENGESAHAN STATUS TESIS* SESI PENGAnAN: 2012 I Saya MOHD FARID BIN MOHD YUSOF (B )
BORANG PENGESAHAN STATUS TESIS* JUDUL : CLOUD STORAGE SUBSYSTEM FOR PIN-IT SOCIAL NETWORK SESI PENGAnAN: 2012 I 2013 Saya MOHD FARID BIN MOHD YUSOF (B031010350) mengaku membenarkan tesis Projek Sarjana
More informationENHANCING SRAM PERFORMANCE OF COMMON GATE FINFET BY USING CONTROLLABLE INDEPENDENT DOUBLE GATES CHONG CHUNG KEONG UNIVERSITI TEKNOLOGI MALAYSIA
ENHANCING SRAM PERFORMANCE OF COMMON GATE FINFET BY USING CONTROLLABLE INDEPENDENT DOUBLE GATES CHONG CHUNG KEONG UNIVERSITI TEKNOLOGI MALAYSIA ENHANCING SRAM PERFORMANCE OF COMMON GATE FINFET BY USING
More informationMD RIDZUAN BIN TALIB DESIGN A MULTI-FUNCTION DIGITAL THERMOMETER
DESIGN A MULTI-FUNCTION DIGITAL THERMOMETER MD RIDZUAN BIN TALIB This report is submitted in partial filfillment of requirements for the award of Bachelor of Electronic Engineering (Industrial Electronic)
More informationOPTIMIZED BURST ASSEMBLY ALGORITHM FOR MULTI-RANKED TRAFFIC OVER OPTICAL BURST SWITCHING NETWORK OLA MAALI MOUSTAFA AHMED SAIFELDEEN
OPTIMIZED BURST ASSEMBLY ALGORITHM FOR MULTI-RANKED TRAFFIC OVER OPTICAL BURST SWITCHING NETWORK OLA MAALI MOUSTAFA AHMED SAIFELDEEN A dissertation submitted in partial fulfillment of the requirements
More informationIMPROVED IMAGE COMPRESSION SCHEME USING HYBRID OF DISCRETE FOURIER, WAVELETS AND COSINE TRANSFORMATION MOH DALI MOUSTAFA ALSAYYH
4 IMPROVED IMAGE COMPRESSION SCHEME USING HYBRID OF DISCRETE FOURIER, WAVELETS AND COSINE TRANSFORMATION MOH DALI MOUSTAFA ALSAYYH A thesis submitted in fulfilment of the requirements for the award of
More informationDYNAMIC TIMESLOT ALLOCATION TECHNIQUE FOR WIRELESS SENSOR NETWORK OON ERIXNO
DYNAMIC TIMESLOT ALLOCATION TECHNIQUE FOR WIRELESS SENSOR NETWORK OON ERIXNO A thesis submitted in fulfillment of the requirements for the award of the degree of Master of Science (Computer Science) Faculty
More informationDEVELOPMENT OF MOBILE ROBOT CONTROLLER BASED ON BLUETOOTH COMMUNICATION SYSTEM MUHAMAD ROZAIMI BIN MUHAMAD SABRI B
DEVELOPMENT OF MOBILE ROBOT CONTROLLER BASED ON BLUETOOTH COMMUNICATION SYSTEM MUHAMAD ROZAIMI BIN MUHAMAD SABRI B051110128 UNIVERSITI TEKNIKAL MALAYSIA MELAKA 2014 UNIVERSITI TEKNIKAL MALAYSIA MELAKA
More informationLOGICAL OPERATORS AND ITS APPLICATION IN DETERMINING VULNERABLE WEBSITES CAUSED BY SQL INJECTION AMONG UTM FACULTY WEBSITES NURUL FARIHA BINTI MOKHTER
LOGICAL OPERATORS AND ITS APPLICATION IN DETERMINING VULNERABLE WEBSITES CAUSED BY SQL INJECTION AMONG UTM FACULTY WEBSITES NURUL FARIHA BINTI MOKHTER UNIVERSITI TEKNOLOGI MALAYSIA i LOGICAL OPERATORS
More informationUNIVERSITI TEKNIKAL MALAYSIA MELAKA
UNIVERSITI TEKNIKAL MALAYSIA MELAKA AUTOMATIC PET FEEDER USING RASPBERRY PI This report is submitted in accordance with requirement of the Universiti Teknikal Malaysia Melaka (UTeM) for the Bachelor of
More informationADAPTIVE ONLINE FAULT DETECTION ON NETWORK-ON-CHIP BASED ON PACKET LOGGING MECHANISM LOO LING KIM UNIVERSITI TEKNOLOGI MALAYSIA
ADAPTIVE ONLINE FAULT DETECTION ON NETWORK-ON-CHIP BASED ON PACKET LOGGING MECHANISM LOO LING KIM UNIVERSITI TEKNOLOGI MALAYSIA ADAPTIVE ONLINE FAULT DETECTION ON NETWORK-ON-CHIP BASED ON PACKET LOGGING
More informationENHANCEMENT OF UML-BASED WEB ENGINEERING FOR METAMODELS: HOMEPAGE DEVELOPMENT CASESTUDY KARZAN WAKIL SAID
ENHANCEMENT OF UML-BASED WEB ENGINEERING FOR METAMODELS: HOMEPAGE DEVELOPMENT CASESTUDY KARZAN WAKIL SAID A dissertation submitted in partial fulfillment of the requirements for the award of the degree
More informationTHE COMPARISON OF IMAGE MANIFOLD METHOD AND VOLUME ESTIMATION METHOD IN CONSTRUCTING 3D BRAIN TUMOR IMAGE
THE COMPARISON OF IMAGE MANIFOLD METHOD AND VOLUME ESTIMATION METHOD IN CONSTRUCTING 3D BRAIN TUMOR IMAGE SHAMSHIYATULBAQIYAH BINTI ABDUL WAHAB UNIVERSITI TEKNOLOGI MALAYSIA THE COMPARISON OF IMAGE MANIFOLD
More informationLINK QUALITY AWARE ROUTING ALGORITHM IN MOBILE WIRELESS SENSOR NETWORKS RIBWAR BAKHTYAR IBRAHIM UNIVERSITI TEKNOLOGI MALAYSIA
LINK QUALITY AWARE ROUTING ALGORITHM IN MOBILE WIRELESS SENSOR NETWORKS RIBWAR BAKHTYAR IBRAHIM UNIVERSITI TEKNOLOGI MALAYSIA LINK QUALITY AWARE ROUTING ALGORITHM IN MOBILE WIRELESS SENSOR NETWORKS RIBWAR
More informationMICRO-SEQUENCER BASED CONTROL UNIT DESIGN FOR A CENTRAL PROCESSING UNIT TAN CHANG HAI
MICRO-SEQUENCER BASED CONTROL UNIT DESIGN FOR A CENTRAL PROCESSING UNIT TAN CHANG HAI A project report submitted in partial fulfillment of the requirement for the award of the degree of Master of Engineering
More informationRECOGNITION OF PARTIALLY OCCLUDED OBJECTS IN 2D IMAGES ALMUASHI MOHAMMED ALI UNIVERSITI TEKNOLOGI MALAYSIA
RECOGNITION OF PARTIALLY OCCLUDED OBJECTS IN 2D IMAGES ALMUASHI MOHAMMED ALI UNIVERSITI TEKNOLOGI MALAYSIA i RECOGNITION OF PARTIALLY OCCLUDED OBJECT IN 2D IMAGES ALMUASHI MOHAMMED ALI A dissertation submitted
More informationSEMANTICS ORIENTED APPROACH FOR IMAGE RETRIEVAL IN LOW COMPLEX SCENES WANG HUI HUI
SEMANTICS ORIENTED APPROACH FOR IMAGE RETRIEVAL IN LOW COMPLEX SCENES WANG HUI HUI A thesis submitted in fulfilment of the requirements for the award of the degree of Doctor of Philosophy (Computer Science)
More informationPERPUSTAKAAN UTHM *
* v.l:wsf JvA *-Ji\ PERPUSTAKAAN UTHM 30000001957505* UNIVERSITI TEKNOLOGI MALAYSIA PSZ 19:16 (Pind.1/97) BORANG PENGESAHAN STATUS TESIS^ JUDUL: VESSELS CLASSIFICATION SESI PENGAJ IAN: 2005/2006 Saya NOR
More informationINSTRUCTION: This section consists of FOUR (4) structured questions. Answer ALL questions.
SECTION A: 60 MARKS BAHAGIAN A: 60 MARKAH INSTRUCTION: This section consists of FOUR (4) structured questions. Answer ALL questions. ARAHAN: Bahagian ini mengandungi EMPAT (4) soalan berstruktur. Jawab
More informationAMBA AXI BUS TO NETWORK-ON-CHIP BRIDGE NG KENG YOKE UNIVERSITI TEKNOLOGI MALAYSIA
AMBA AXI BUS TO NETWORK-ON-CHIP BRIDGE NG KENG YOKE UNIVERSITI TEKNOLOGI MALAYSIA AMBA AXI BUS TO NETWORK-ON-CHIP BRIDGE NG KENG YOKE A project report submitted in partial fulfilment of the requirements
More informationCOLOUR IMAGE WATERMARKING USING DISCRETE COSINE TRANSFORM AND TWO-LEVEL SINGULAR VALUE DECOMPOSITION BOKAN OMAR ALI
COLOUR IMAGE WATERMARKING USING DISCRETE COSINE TRANSFORM AND TWO-LEVEL SINGULAR VALUE DECOMPOSITION BOKAN OMAR ALI A dissertation submitted in partial fulfillment of the requirements for the award of
More informationGARIS PANDUAN PERMOHONAN IMBUHAN PENERBITAN JURNAL / PROSIDING / SITASI BERINDEKS SCOPUS
UTHM/ORICC/R&D/029/2016-Pind.1 LAMPIRAN 2 GARIS PANDUAN PERMOHONAN IMBUHAN PENERBITAN JURNAL / PROSIDING / SITASI BERINDEKS SCOPUS 1) Bayaran imbuhan penerbitan ini dimurnikan dengan mengambil kira SALAH
More informationPRIVACY FRIENDLY DETECTION TECHNIQUE OF SYBIL ATTACK IN VEHICULAR AD HOC NETWORK (VANET) SEYED MOHAMMAD CHERAGHI
i PRIVACY FRIENDLY DETECTION TECHNIQUE OF SYBIL ATTACK IN VEHICULAR AD HOC NETWORK (VANET) SEYED MOHAMMAD CHERAGHI A project report submitted in partial fulfillment of the Requirements for the award of
More information