Project rules: Wireless Communication MATLAB Project

Size: px
Start display at page:

Download "Project rules: Wireless Communication MATLAB Project"

Transcription

1 This document provides an outline for a MATLAB project. You are expected to investigate, in detail, methods related to solving the problem. There is a substantial design element to the project, and a quantitative evaluation of the performance of the proposed methods must be performed and presented. Project rules: You may work in pairs if you so wish (max=2 students). Your final report must be a comprehensive report, but with maximum of 10 pages. Your final report must include a CD which contain all MATLAB files but classified in folder named by section. Any figure of the result must be accompanied by comments of your words. Any attempt to copy from the Internet will face severe punishment. Any attempt to copy from any colleges will face severe punishment for both of source and destination. Deadline 17/12/2011, no excuse.

2 Introduction: Figure 1 shows a simplified block diagram of a wireless communications link. The transmitter processes the data as follow: A/D, modulate, D/A, then transmit it through the channel. The other functions of the transmitter, such as source coding and channel coding, is beyond the scope of this project. Here, we will deal with several model of the wireless channel, such as AWGN and fading channel (fast fading, flat fading, Etc). Certainly, the receiver will reverse the operation of the transmitter, and then produce the signal to information sink. Information Source Transmitter Wireless Channel Receiver Information Sink Figure 1: Simplified block diagram of a wireless communications link In most cases, the goal of a wireless link is the transmission of information from an analog information source (microphone, video camera) via an analog wireless propagation channel to an analog information sink (loudspeaker, TV screen); so, here we will simulate our schemes to process audio and image files, not a random data. Notes: Deal with test image file as a gray scale file not a RGB file, so it must be m*n*1 not m*n*3. Use a sufficient quantization level in both cases (wave and image). Objectives: Be familiar with the simulation of whole wireless communications link using real data (recorded voice file). Be familiar with the simulation of many wireless channel types (AWGN, flat fading channel, etc) Be familiar with the simulation of Rx. Spatial diversity under many combination schemes such as selection, switching, and MRC.

3 The tasks: 1. Basic background from digital communications course: Here, you are asked to simulate the systems under the assumption there is no noise or fading in the channel, (this scheme is used to test the functions of TX. and RX) Simulation parameter : Information source: in the attachments (testimg and testwav) Note: you can use the built in function of the MATLAB This simulation has the following features: The ability to change the modulation type (PSK, QAM). The ability to change the modulation order (m=8,16) Just one MATLAB file for the case of voice named by main04wav.m and just one MATLAB file for the case of image by main04img.m. 2. Simulation over AWGN channel: Modify the previous MATLAB files (main04img.m and main04wav.m) to have AWGN channel between the transmitter and the receiver, and then simulate the BER for the given EB/N0 range (for loop). Simulation parameter : EB/N0=0:3:30dB channel. In report: One figure for the relation of BER over EbN0 range QAM and PSK modulation for m= 8 and 16. Two figure show the reconstructed EbN0=0dB, and 6dB Your comment

4 In CD: MATLAB files: main14img.m and main14wav.m, both of them simulate BER over EbN0 range given. Four audio files for the received data at EbN0=0, 6, 12, and 24. (Named it by wav_awgn_0.wav, wav_awgn_6.wav, etc). Four image files for the received data at EbN0=0, 6, 12, and 24. (Named it by img_awgn_0.jpg, img_awgn_6.jpg, etc). 3. Simulation over flat fading channel: Modify the previous MATLAB files to have fading+awgn channel between the transmitter and the receiver. Named it by (main24img.m and main24wav.m) Here, the fading is Rayleigh block fading. channel. Repeat same required as previous in (2) (but in CD named it by fad instead of awgn. Compare between the results in case just AWGN channel and the case of flat fading channel. 4. Simulation of space diversity over fading channel in case of RSSI scheme: Modify the previous MATLAB files (main24wav.m and main24img.m) to have additional spatial branch (space diversity) for the case of 2, and 4 Rx. antennas, and named it by main34rssi2wav.m, main34rssi4wav.m, main34rssi2img.m, main34rssi4img.m Use RSSI scheme for all cases. channel or model the diversity

5 Repeat same required as previous in (3) (but in CD named it by rssi_div#ofrx.antenna instead of fad, it would be eight audio files and eight images,. Compare between the results in case of no diversity and the cases of 2 and 4 Rx. space diversity. 5. Simulation of space diversity over fading channel in case of MRC scheme: Repeat part (4) but use MRC scheme instead of RSSI selection scheme. Repeat same required as previous in (3) (named it by mrc_div#ofrx.antenna instead of fad, but it would be eight audio files and eight images) Compare between the results in case of RSSI scheme and the cases of MRC scheme.

Unit 8 - Week 7 - Computer simulation of Rayleigh fading, Antenna Diversity

Unit 8 - Week 7 - Computer simulation of Rayleigh fading, Antenna Diversity X Courses» Introduction to Wireless and Cellular Communications Announcements Course Forum Progress Mentor Unit 8 - Week 7 - Computer simulation of Rayleigh fading, Antenna Diversity Course outline How

More information

Lab 3.0. Pulse Shaping and Rayleigh Channel. Faculty of Information Engineering & Technology. The Communications Department

Lab 3.0. Pulse Shaping and Rayleigh Channel. Faculty of Information Engineering & Technology. The Communications Department Faculty of Information Engineering & Technology The Communications Department Course: Advanced Communication Lab [COMM 1005] Lab 3.0 Pulse Shaping and Rayleigh Channel 1 TABLE OF CONTENTS 2 Summary...

More information

ELEC E7210: Communication Theory. Lecture 7: Adaptive modulation and coding

ELEC E7210: Communication Theory. Lecture 7: Adaptive modulation and coding ELEC E721: Communication Theory Lecture 7: Adaptive modulation and coding Adaptive modulation and coding (1) Change modulation and coding relative to fading AMC enable robust and spectrally efficient transmission

More information

Performance Analysis of Conventional Diversity Combining Schemes in Rayleigh and Rician Fading Channels

Performance Analysis of Conventional Diversity Combining Schemes in Rayleigh and Rician Fading Channels IOSR Journal of Computer Engineering (IOSR-JCE) e-issn: 2278-0661, p- ISSN: 2278-8727Volume 16, Issue 3, Ver. III (May-Jun. 2014), PP 28-32 Performance Analysis of Conventional Diversity Combining Schemes

More information

About Homework. The rest parts of the course: focus on popular standards like GSM, WCDMA, etc.

About Homework. The rest parts of the course: focus on popular standards like GSM, WCDMA, etc. About Homework The rest parts of the course: focus on popular standards like GSM, WCDMA, etc. Good news: No complicated mathematics and calculations! Concepts: Understanding and remember! Homework: review

More information

Project: IEEE P Working Group for Wireless Personal Area Networks (WPANs)

Project: IEEE P Working Group for Wireless Personal Area Networks (WPANs) Project: IEEE P802.15 Working Group for Wireless Personal Area Networks (WPANs) Title: Link Level Simulations of THz-Communications Date Submitted: 15 July, 2013 Source: Sebastian Rey, Technische Universität

More information

1 ICT Laboratory Overview - CIT Master

1 ICT Laboratory Overview - CIT Master 1 ICT Laboratory Overview - CIT Master 1.1 Introduction The ANT part of the ICT laboratory held in the winter term is meant to be solved in groups of two in an independent fashion with minimal help from

More information

MATLAB Simulation for Fixed Gain Amplify and Forward MIMO Relaying System using OSTBC under Flat Fading Rayleigh Channel

MATLAB Simulation for Fixed Gain Amplify and Forward MIMO Relaying System using OSTBC under Flat Fading Rayleigh Channel MATLAB Simulation for Fixed Gain Amplify and Forward MIMO Relaying System using OSTBC under Flat Fading Rayleigh Channel Anas A. Abu Tabaneh 1, Abdulmonem H.Shaheen, Luai Z.Qasrawe 3, Mohammad H.Zghair

More information

Performance Evaluation of V-Blast Mimo System in Fading Diversity Using Matched Filter

Performance Evaluation of V-Blast Mimo System in Fading Diversity Using Matched Filter Performance Evaluation of V-Blast Mimo System in Fading Diversity Using Matched Filter Priya Sharma 1, Prof. Vijay Prakash Singh 2 1 Deptt. of EC, B.E.R.I, BHOPAL 2 HOD, Deptt. of EC, B.E.R.I, BHOPAL Abstract--

More information

SPLIT MLSE ADAPTIVE EQUALIZATION IN SEVERELY FADED RAYLEIGH MIMO CHANNELS

SPLIT MLSE ADAPTIVE EQUALIZATION IN SEVERELY FADED RAYLEIGH MIMO CHANNELS SPLIT MLSE ADAPTIVE EQUALIZATION IN SEVERELY FADED RAYLEIGH MIMO CHANNELS RASHMI SABNUAM GUPTA 1 & KANDARPA KUMAR SARMA 2 1 Department of Electronics and Communication Engineering, Tezpur University-784028,

More information

MIMO I: Spatial Diversity

MIMO I: Spatial Diversity MIMO I: Spatial Diversity COS 463: Wireless Networks Lecture 16 Kyle Jamieson [Parts adapted from D. Halperin et al., T. Rappaport] What is MIMO, and why? Multiple-Input, Multiple-Output (MIMO) communications

More information

Evolution of Cellular Systems. Challenges for Broadband Wireless Systems. Convergence of Wireless, Computing and Internet is on the Way

Evolution of Cellular Systems. Challenges for Broadband Wireless Systems. Convergence of Wireless, Computing and Internet is on the Way International Technology Conference, 14~15 Jan. 2003, Hong Kong Technology Drivers for Tomorrow Challenges for Broadband Systems Fumiyuki Adachi Dept. of Electrical and Communications Engineering, Tohoku

More information

Combining techniques graphical representation of bit error rate performance used in mitigating fading in global system for mobile communication (GSM)

Combining techniques graphical representation of bit error rate performance used in mitigating fading in global system for mobile communication (GSM) JEMT 5 (2017) 1-7 ISSN 2053-3535 Combining techniques graphical representation of bit error rate performance used in mitigating fading in global system for mobile communication (GSM) Awofolaju T. T.* and

More information

Chapter 2 Channel Equalization

Chapter 2 Channel Equalization Chapter 2 Channel Equalization 2.1 Introduction In wireless communication systems signal experiences distortion due to fading [17]. As signal propagates, it follows multiple paths between transmitter and

More information

Performance Analysis of Cooperative Communication System with a SISO system in Flat Fading Rayleigh channel

Performance Analysis of Cooperative Communication System with a SISO system in Flat Fading Rayleigh channel Performance Analysis of Cooperative Communication System with a SISO system in Flat Fading Rayleigh channel Sara Viqar 1, Shoab Ahmed 2, Zaka ul Mustafa 3 and Waleed Ejaz 4 1, 2, 3 National University

More information

On Distributed Space-Time Coding Techniques for Cooperative Wireless Networks and their Sensitivity to Frequency Offsets

On Distributed Space-Time Coding Techniques for Cooperative Wireless Networks and their Sensitivity to Frequency Offsets On Distributed Space-Time Coding Techniques for Cooperative Wireless Networks and their Sensitivity to Frequency Offsets Jan Mietzner, Jan Eick, and Peter A. Hoeher (ICT) University of Kiel, Germany {jm,jei,ph}@tf.uni-kiel.de

More information

12/29/2017 Introduction to Wireless and Cellular Communications - - Unit 2 - Overview of Cellular Evolution and Wireless Technologies

12/29/2017 Introduction to Wireless and Cellular Communications - - Unit 2 - Overview of Cellular Evolution and Wireless Technologies 12/29/2017 Introduction to Wireless and Communications - - Unit 2 - Evolution and Wireless Technologies Course outline How to access the portal Evolution and Wireless Technologies Assignment 1 This assignment

More information

Performance Evaluation of MIMO-OFDM Systems under Various Channels

Performance Evaluation of MIMO-OFDM Systems under Various Channels Performance Evaluation of MIMO-OFDM Systems under Various Channels C. Niloufer fathima, G. Hemalatha Department of Electronics and Communication Engineering, KSRM college of Engineering, Kadapa, Andhra

More information

Performance Analysis of SVD Based Single and. Multiple Beamforming for SU-MIMO and. MU-MIMO Systems with Various Modulation.

Performance Analysis of SVD Based Single and. Multiple Beamforming for SU-MIMO and. MU-MIMO Systems with Various Modulation. Contemporary Engineering Sciences, Vol. 7, 2014, no. 11, 543-550 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.12988/ces.2014.4434 Performance Analysis of SVD Based Single and Multiple Beamforming

More information

ISSN: [Ebinowen * et al., 7(9): September, 2018] Impact Factor: 5.164

ISSN: [Ebinowen * et al., 7(9): September, 2018] Impact Factor: 5.164 IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY OPTIMIZATION OF MIMO SYSTEM USING SIC-MMSE IN ADDITIVE WHITE GAUSSIAN NOISE RAYLEIGH FADING CHANNELS T.D. Ebinowen 1, Y K. Abdulrazak

More information

ADVANCED WIRELESS TECHNOLOGIES. Aditya K. Jagannatham Indian Institute of Technology Kanpur

ADVANCED WIRELESS TECHNOLOGIES. Aditya K. Jagannatham Indian Institute of Technology Kanpur ADVANCED WIRELESS TECHNOLOGIES Aditya K. Jagannatham Indian Institute of Technology Kanpur Wireless Signal Fast Fading The wireless signal can reach the receiver via direct and scattered paths. As a result,

More information

Performance and Comparative Analysis of SISO, SIMO, MISO, MIMO

Performance and Comparative Analysis of SISO, SIMO, MISO, MIMO International Journal of Wireless Communication and Simulation ISSN 2231-1254 Volume 9, Number 1 (2017), pp. 1-14 Research India Publications http://www.ripublication.com Performance and Comparative Analysis

More information

RECOMMENDATION ITU-R F Characteristics of HF fixed radiocommunication systems

RECOMMENDATION ITU-R F Characteristics of HF fixed radiocommunication systems Rec. ITU-R F.1761 1 RECOMMENDATION ITU-R F.1761 Characteristics of HF fixed radiocommunication systems (Question ITU-R 158/9) (2006) Scope This Recommendation specifies the typical RF characteristics of

More information

Performance of wireless Communication Systems with imperfect CSI

Performance of wireless Communication Systems with imperfect CSI Pedagogy lecture Performance of wireless Communication Systems with imperfect CSI Yogesh Trivedi Associate Prof. Department of Electronics and Communication Engineering Institute of Technology Nirma University

More information

STUDY OF THE PERFORMANCE OF THE LINEAR AND NON-LINEAR NARROW BAND RECEIVERS FOR 2X2 MIMO SYSTEMS WITH STBC MULTIPLEXING AND ALAMOTI CODING

STUDY OF THE PERFORMANCE OF THE LINEAR AND NON-LINEAR NARROW BAND RECEIVERS FOR 2X2 MIMO SYSTEMS WITH STBC MULTIPLEXING AND ALAMOTI CODING International Journal of Electrical and Electronics Engineering Research Vol.1, Issue 1 (2011) 68-83 TJPRC Pvt. Ltd., STUDY OF THE PERFORMANCE OF THE LINEAR AND NON-LINEAR NARROW BAND RECEIVERS FOR 2X2

More information

MIMO Systems and Applications

MIMO Systems and Applications MIMO Systems and Applications Mário Marques da Silva marques.silva@ieee.org 1 Outline Introduction System Characterization for MIMO types Space-Time Block Coding (open loop) Selective Transmit Diversity

More information

Decrease Interference Using Adaptive Modulation and Coding

Decrease Interference Using Adaptive Modulation and Coding International Journal of Computer Networks and Communications Security VOL. 3, NO. 9, SEPTEMBER 2015, 378 383 Available online at: www.ijcncs.org E-ISSN 2308-9830 (Online) / ISSN 2410-0595 (Print) Decrease

More information

IEEE Broadband Wireless Access Working Group <

IEEE Broadband Wireless Access Working Group < Project Title IEEE 802.16 Broadband Wireless Access Working Group A New Stream Mapping Rule for Vertically-Encoded STC System in IEEE 802.16m Date Submitted Source(s) 2007-11-07

More information

PERFORMANCE ANALYSIS OF DIFFERENT M-ARY MODULATION TECHNIQUES IN FADING CHANNELS USING DIFFERENT DIVERSITY

PERFORMANCE ANALYSIS OF DIFFERENT M-ARY MODULATION TECHNIQUES IN FADING CHANNELS USING DIFFERENT DIVERSITY PERFORMANCE ANALYSIS OF DIFFERENT M-ARY MODULATION TECHNIQUES IN FADING CHANNELS USING DIFFERENT DIVERSITY 1 MOHAMMAD RIAZ AHMED, 1 MD.RUMEN AHMED, 1 MD.RUHUL AMIN ROBIN, 1 MD.ASADUZZAMAN, 2 MD.MAHBUB

More information

UNIVERSITY OF BAHRAIN COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRICAL AND ELECTRONIC ENGINEERING

UNIVERSITY OF BAHRAIN COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRICAL AND ELECTRONIC ENGINEERING UNIVERSITY OF BAHRAIN COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRICAL AND ELECTRONIC ENGINEERING EENG 373: DIGITAL COMMUNICATIONS EXPERIMENT NO. 5 BASEBAND MODULATION TECHIQUES Objective The main objectives

More information

2. TELECOMMUNICATIONS BASICS

2. TELECOMMUNICATIONS BASICS 2. TELECOMMUNICATIONS BASICS The purpose of any telecommunications system is to transfer information from the sender to the receiver by a means of a communication channel. The information is carried by

More information

Research on key digital modulation techniques using GNU Radio

Research on key digital modulation techniques using GNU Radio Research on key digital modulation techniques using GNU Radio Tianning Shen Yuanchao Lu I. Introduction Software Defined Radio (SDR) is the technique that uses software to realize the function of the traditional

More information

Multiple Antennas in Wireless Communications

Multiple Antennas in Wireless Communications Multiple Antennas in Wireless Communications Luca Sanguinetti Department of Information Engineering Pisa University lucasanguinetti@ietunipiit April, 2009 Luca Sanguinetti (IET) MIMO April, 2009 1 / 46

More information

Diversity Techniques using BPSK and QPSK Modulation in MIMO system under fading environment.

Diversity Techniques using BPSK and QPSK Modulation in MIMO system under fading environment. Diversity Techniques using BPSK and QPSK Modulation in MIMO system under fading environment. Deepak Bactor (M.tech 2 nd year) Rajbir Kaur (Asst. Prof.) Pankaj Bactor(Asst.Prof.) E.C.E.Dept.,Punjabi University,

More information

Information Theory at the Extremes

Information Theory at the Extremes Information Theory at the Extremes David Tse Department of EECS, U.C. Berkeley September 5, 2002 Wireless Networks Workshop at Cornell Information Theory in Wireless Wireless communication is an old subject.

More information

PERFORMANCE ANALYSIS OF MIMO WIRELESS SYSTEM WITH ARRAY ANTENNA

PERFORMANCE ANALYSIS OF MIMO WIRELESS SYSTEM WITH ARRAY ANTENNA PERFORMANCE ANALYSIS OF MIMO WIRELESS SYSTEM WITH ARRAY ANTENNA Mihir Narayan Mohanty MIEEE Department of Electronics and Communication Engineering, ITER, Siksha O Anusandhan University, Bhubaneswar, Odisha,

More information

BER Performance of CRC Coded LTE System for Various Modulation Schemes and Channel Conditions

BER Performance of CRC Coded LTE System for Various Modulation Schemes and Channel Conditions Scientific Research Journal (SCIRJ), Volume II, Issue V, May 2014 6 BER Performance of CRC Coded LTE System for Various Schemes and Conditions Md. Ashraful Islam ras5615@gmail.com Dipankar Das dipankar_ru@yahoo.com

More information

2.

2. PERFORMANCE ANALYSIS OF STBC-MIMO OFDM SYSTEM WITH DWT & FFT Shubhangi R Chaudhary 1,Kiran Rohidas Jadhav 2. Department of Electronics and Telecommunication Cummins college of Engineering for Women Pune,

More information

QAM in Software Defined Radio for Vehicle Safety Application

QAM in Software Defined Radio for Vehicle Safety Application Australian Journal of Basic and Applied Sciences, 4(10): 4904-4909, 2010 ISSN 1991-8178 QAM in Software Defined Radio for Vehicle Safety Application MA Hannan, Muhammad Islam, S.A. Samad and A. Hussain

More information

Performance Analysis of Combining Techniques Used In MIMO Wireless Communication System Using MATLAB

Performance Analysis of Combining Techniques Used In MIMO Wireless Communication System Using MATLAB International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research) International Journal of Emerging Technologies in Computational

More information

Advanced Antenna Technology

Advanced Antenna Technology Advanced Antenna Technology Abdus Salam ICTP, February 2004 School on Digital Radio Communications for Research and Training in Developing Countries Ermanno Pietrosemoli Latin American Networking School

More information

PERFORMANCE ANALYSIS OF MIMO-SPACE TIME BLOCK CODING WITH DIFFERENT MODULATION TECHNIQUES

PERFORMANCE ANALYSIS OF MIMO-SPACE TIME BLOCK CODING WITH DIFFERENT MODULATION TECHNIQUES SHUBHANGI CHAUDHARY AND A J PATIL: PERFORMANCE ANALYSIS OF MIMO-SPACE TIME BLOCK CODING WITH DIFFERENT MODULATION TECHNIQUES DOI: 10.21917/ijct.2012.0071 PERFORMANCE ANALYSIS OF MIMO-SPACE TIME BLOCK CODING

More information

Cooperative MIMO schemes optimal selection for wireless sensor networks

Cooperative MIMO schemes optimal selection for wireless sensor networks Cooperative MIMO schemes optimal selection for wireless sensor networks Tuan-Duc Nguyen, Olivier Berder and Olivier Sentieys IRISA Ecole Nationale Supérieure de Sciences Appliquées et de Technologie 5,

More information

PERFORMANCE EVALUATION OF WCDMA SYSTEM FOR DIFFERENT MODULATIONS WITH EQUAL GAIN COMBINING SCHEME

PERFORMANCE EVALUATION OF WCDMA SYSTEM FOR DIFFERENT MODULATIONS WITH EQUAL GAIN COMBINING SCHEME PERFORMANCE EVALUATION OF WCDMA SYSTEM FOR DIFFERENT MODULATIONS WITH EQUAL GAIN COMBINING SCHEME Rajkumar Gupta Assistant Professor Amity University, Rajasthan Abstract The performance of the WCDMA system

More information

Multipath signal Detection in CDMA System

Multipath signal Detection in CDMA System Chapter 4 Multipath signal Detection in CDMA System Chapter 3 presented the implementation of CDMA test bed for wireless communication link. This test bed simulates a Code Division Multiple Access (CDMA)

More information

[Gehlot*, 5(3): March, 2016] ISSN: (I2OR), Publication Impact Factor: 3.785

[Gehlot*, 5(3): March, 2016] ISSN: (I2OR), Publication Impact Factor: 3.785 IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY PERFORMANCE IMPROVEMENT OF OFDM TRANSMISSION USING AMC AND DIFFERENT MIMO TECHNIQUE Madhuri Gehlot *, Prof. Rashmi Pant * PG Student,

More information

OFDMA Networks. By Mohamad Awad

OFDMA Networks. By Mohamad Awad OFDMA Networks By Mohamad Awad Outline Wireless channel impairments i and their effect on wireless communication Channel modeling Sounding technique OFDM as a solution OFDMA as an improved solution MIMO-OFDMA

More information

2. LITERATURE REVIEW

2. LITERATURE REVIEW 2. LITERATURE REVIEW In this section, a brief review of literature on Performance of Antenna Diversity Techniques, Alamouti Coding Scheme, WiMAX Broadband Wireless Access Technology, Mobile WiMAX Technology,

More information

Adoption of this document as basis for broadband wireless access PHY

Adoption of this document as basis for broadband wireless access PHY Project Title Date Submitted IEEE 802.16 Broadband Wireless Access Working Group Proposal on modulation methods for PHY of FWA 1999-10-29 Source Jay Bao and Partha De Mitsubishi Electric ITA 571 Central

More information

Wireless Communication

Wireless Communication Wireless Communication Systems @CS.NCTU Lecture 2: Modulation and Demodulation Reference: Chap. 5 in Goldsmith s book Instructor: Kate Ching-Ju Lin ( 林靖茹 ) 1 Modulation From Wikipedia: The process of varying

More information

BER PERFORMANCE IMPROVEMENT USING MIMO TECHNIQUE OVER RAYLEIGH WIRELESS CHANNEL with DIFFERENT EQUALIZERS

BER PERFORMANCE IMPROVEMENT USING MIMO TECHNIQUE OVER RAYLEIGH WIRELESS CHANNEL with DIFFERENT EQUALIZERS BER PERFORMANCE IMPROVEMENT USING MIMO TECHNIQUE OVER RAYLEIGH WIRELESS CHANNEL with DIFFERENT EQUALIZERS Amit Kumar Sahu *, Sudhansu Sekhar Singh # * Kalam Institute of Technology, Berhampur, Odisha,

More information

DIGITAL COMMUNICATION. In this experiment you will integrate blocks representing communication system

DIGITAL COMMUNICATION. In this experiment you will integrate blocks representing communication system OBJECTIVES EXPERIMENT 7 DIGITAL COMMUNICATION In this experiment you will integrate blocks representing communication system elements into a larger framework that will serve as a model for digital communication

More information

MIMO Wireless Systems

MIMO Wireless Systems MIMO Wireless Systems Andreas Constantinides Assaf Shacham May 14, 2004 1 Introduction Communication in a slow flat Rayleigh fading channel with AWGN is not reliable as the channel frequently enters into

More information

ECE 630: Statistical Communication Theory

ECE 630: Statistical Communication Theory ECE 630: Statistical Communication Theory Dr. B.-P. Paris Dept. Electrical and Comp. Engineering George Mason University Last updated: January 23, 2018 2018, B.-P. Paris ECE 630: Statistical Communication

More information

Performance Study of MIMO-OFDM System in Rayleigh Fading Channel with QO-STB Coding Technique

Performance Study of MIMO-OFDM System in Rayleigh Fading Channel with QO-STB Coding Technique e-issn 2455 1392 Volume 2 Issue 6, June 2016 pp. 190 197 Scientific Journal Impact Factor : 3.468 http://www.ijcter.com Performance Study of MIMO-OFDM System in Rayleigh Fading Channel with QO-STB Coding

More information

Wireless Communication

Wireless Communication Wireless Communication Systems @CS.NCTU Lab2: OFDM over USRP 2018.03.30 Outline Background USRP Environment ToDo Tx / Rx (C++ for USRP) Decoding (MATLAB) Grading Criteria 2 What is USRP? Software Defined

More information

Diversity. Spring 2017 ELE 492 FUNDAMENTALS OF WIRELESS COMMUNICATIONS 1

Diversity. Spring 2017 ELE 492 FUNDAMENTALS OF WIRELESS COMMUNICATIONS 1 Diversity Spring 2017 ELE 492 FUNDAMENTALS OF WIRELESS COMMUNICATIONS 1 Diversity A fading channel with an average SNR has worse BER performance as compared to that of an AWGN channel with the same SNR!.

More information

Implementation of MIMO-OFDM System Based on MATLAB

Implementation of MIMO-OFDM System Based on MATLAB Implementation of MIMO-OFDM System Based on MATLAB Sushmitha Prabhu 1, Gagandeep Shetty 2, Suraj Chauhan 3, Renuka Kajur 4 1,2,3,4 Department of Electronics and Communication Engineering, PESIT-BSC, Bangalore,

More information

Multi-Way Diversity Reception for Digital Microwave Systems

Multi-Way Diversity Reception for Digital Microwave Systems Multi-Way Diversity Reception for Digital Microwave Systems White paper Table of Contents 1. GENERAL INFORMATION 3 1.1 About this document 3 1.2 Acknowledgements 3 2. THE NEED FOR DIVERSITY RECEPTION 3

More information

Indoor MIMO Transmissions with Alamouti Space -Time Block Codes

Indoor MIMO Transmissions with Alamouti Space -Time Block Codes Indoor MIMO Transmissions with Alamouti Space -Time Block Codes Sebastian Caban, Christian Mehlführer, Arpad L. Scholtz, and Markus Rupp Vienna University of Technology Institute of Communications and

More information

Performance Analysis for a Alamouti s STBC Encoded MRC Wireless Communication System over Rayleigh Fading Channel

Performance Analysis for a Alamouti s STBC Encoded MRC Wireless Communication System over Rayleigh Fading Channel International Journal of Scientific and Research Publications, Volume 3, Issue 9, September 2013 1 Performance Analysis for a Alamouti s STBC Encoded MRC Wireless Communication System over Rayleigh Fading

More information

Modulation and Coding labolatory. Digital Modulation. BER Bit error Rate

Modulation and Coding labolatory. Digital Modulation. BER Bit error Rate Modulation and Coding labolatory Digital Modulation BER Bit error Rate The bit error rate (BER) is the number of bit errors per unit time. The bit error ratio (also BER) is the number of bit errors divided

More information

CHAPTER 4 PERFORMANCE ANALYSIS OF THE ALAMOUTI STBC BASED DS-CDMA SYSTEM

CHAPTER 4 PERFORMANCE ANALYSIS OF THE ALAMOUTI STBC BASED DS-CDMA SYSTEM 89 CHAPTER 4 PERFORMANCE ANALYSIS OF THE ALAMOUTI STBC BASED DS-CDMA SYSTEM 4.1 INTRODUCTION This chapter investigates a technique, which uses antenna diversity to achieve full transmit diversity, using

More information

Testing The Effective Performance Of Ofdm On Digital Video Broadcasting

Testing The Effective Performance Of Ofdm On Digital Video Broadcasting The 1 st Regional Conference of Eng. Sci. NUCEJ Spatial ISSUE vol.11,no.2, 2008 pp 295-302 Testing The Effective Performance Of Ofdm On Digital Video Broadcasting Ali Mohammed Hassan Al-Bermani College

More information

Performance of a Base Station Feedback-Type Adaptive Array Antenna with Mobile Station Diversity Reception in FDD/DS-CDMA System

Performance of a Base Station Feedback-Type Adaptive Array Antenna with Mobile Station Diversity Reception in FDD/DS-CDMA System Performance of a Base Station Feedback-Type Adaptive Array Antenna with Mobile Station Diversity Reception in FDD/DS-CDMA System S. Gamal El-Dean 1, M. Shokair 2, M. I. Dessouki 3 and N. Elfishawy 4 Faculty

More information

Amplitude and Phase Distortions in MIMO and Diversity Systems

Amplitude and Phase Distortions in MIMO and Diversity Systems Amplitude and Phase Distortions in MIMO and Diversity Systems Christiane Kuhnert, Gerd Saala, Christian Waldschmidt, Werner Wiesbeck Institut für Höchstfrequenztechnik und Elektronik (IHE) Universität

More information

Mobile and Personal Communications. Dr Mike Fitton, Telecommunications Research Lab Toshiba Research Europe Limited

Mobile and Personal Communications. Dr Mike Fitton, Telecommunications Research Lab Toshiba Research Europe Limited Mobile and Personal Communications Dr Mike Fitton, mike.fitton@toshiba-trel.com Telecommunications Research Lab Toshiba Research Europe Limited 1 Mobile and Personal Communications Outline of Lectures

More information

Review on Improvement in WIMAX System

Review on Improvement in WIMAX System IJIRST International Journal for Innovative Research in Science & Technology Volume 3 Issue 09 February 2017 ISSN (online): 2349-6010 Review on Improvement in WIMAX System Bhajankaur S. Wassan PG Student

More information

Wireless Communication Systems: Implementation perspective

Wireless Communication Systems: Implementation perspective Wireless Communication Systems: Implementation perspective Course aims To provide an introduction to wireless communications models with an emphasis on real-life systems To investigate a major wireless

More information

Digital Communication

Digital Communication Digital Communication (ECE4058) Electronics and Communication Engineering Hanyang University Haewoon Nam Lecture 15 1 Quadrature Phase Shift Keying Constellation plot BPSK QPSK 01 11 Bit 0 Bit 1 00 M-ary

More information

A New Approach to Layered Space-Time Code Design

A New Approach to Layered Space-Time Code Design A New Approach to Layered Space-Time Code Design Monika Agrawal Assistant Professor CARE, IIT Delhi maggarwal@care.iitd.ernet.in Tarun Pangti Software Engineer Samsung, Bangalore tarunpangti@yahoo.com

More information

Performance Evaluation of Adaptive MIMO Switching in Long Term Evolution

Performance Evaluation of Adaptive MIMO Switching in Long Term Evolution Performance Evaluation of Adaptive MIMO Switching in Long Term Evolution Muhammad Usman Sheikh, Rafał Jagusz,2, Jukka Lempiäinen Department of Communication Engineering, Tampere University of Technology,

More information

IEEE abc-01/59. IEEE Broadband Wireless Access Working Group <

IEEE abc-01/59. IEEE Broadband Wireless Access Working Group < Project Title Date Submitted IEEE 802.6 Broadband Wireless Access Working Group [Novel Design of STBC for OFDM/OFDMA using Frequency Diversity] [200--9] Source(s) Re: PanYuh Joo,

More information

CHAPTER 3 MIMO-OFDM DETECTION

CHAPTER 3 MIMO-OFDM DETECTION 63 CHAPTER 3 MIMO-OFDM DETECTION 3.1 INTRODUCTION This chapter discusses various MIMO detection methods and their performance with CE errors. Based on the fact that the IEEE 80.11n channel models have

More information

Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gaussian Noise, Line of Sight and Non Line of Sight Fading Channels

Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gaussian Noise, Line of Sight and Non Line of Sight Fading Channels International Journal of Engineering Science Invention ISSN (Online): 2319 6734, ISSN (Print): 2319 6726 Volume 3 Issue 8 ǁ August 2014 ǁ PP.06-10 Bit Error Rate Assessment of Digital Modulation Schemes

More information

Revision of Previous Six Lectures

Revision of Previous Six Lectures Revision of Previous Six Lectures Previous six lectures have concentrated on Modem, under ideal AWGN or flat fading channel condition Important issues discussed need to be revised, and they are summarised

More information

Study of Space-Time Coding Schemes for Transmit Antenna Selection

Study of Space-Time Coding Schemes for Transmit Antenna Selection American Journal of Engineering Research (AJER) e-issn : 2320-0847 p-issn : 2320-0936 Volume-03, Issue-11, pp-01-09 www.ajer.org Research Paper Open Access Study of Space-Time Coding Schemes for Transmit

More information

AWGN Channel Performance Analysis of QO-STB Coded MIMO- OFDM System

AWGN Channel Performance Analysis of QO-STB Coded MIMO- OFDM System AWGN Channel Performance Analysis of QO-STB Coded MIMO- OFDM System Pranil Mengane 1, Ajitsinh Jadhav 2 12 Department of Electronics & Telecommunication Engg, D.Y. Patil College of Engg & Tech, Kolhapur

More information

Analysis of Multi-rate filters in Communication system by using interpolation and decimation, filters

Analysis of Multi-rate filters in Communication system by using interpolation and decimation, filters Analysis of Multi-rate filters in Communication system by using interpolation and decimation, filters Vibhooti Sharma M.Tech, E.C.E. Lovely Professional University PHAGWARA Amanjot Singh (Assistant Professor)

More information

The 5th Smart Antenna Workshop 21 April 2003, Hanyang University, Korea Broadband Mobile Technology Fumiyuki Adachi

The 5th Smart Antenna Workshop 21 April 2003, Hanyang University, Korea Broadband Mobile Technology Fumiyuki Adachi The 5th Smart Antenna Workshop 21 April 2003, Hanyang University, Korea Broadband Mobile Technology Fumiyuki Adachi Dept. of Electrical and Communications Engineering, Tohoku University, Japan adachi@ecei.tohoku.ac.jp

More information

STUDY OF ENHANCEMENT OF SPECTRAL EFFICIENCY OF WIRELESS FADING CHANNEL USING MIMO TECHNIQUES

STUDY OF ENHANCEMENT OF SPECTRAL EFFICIENCY OF WIRELESS FADING CHANNEL USING MIMO TECHNIQUES STUDY OF ENHANCEMENT OF SPECTRAL EFFICIENCY OF WIRELESS FADING CHANNEL USING MIMO TECHNIQUES Jayanta Paul M.TECH, Electronics and Communication Engineering, Heritage Institute of Technology, (India) ABSTRACT

More information

Performance Evaluation of Wireless Communication System Employing DWT-OFDM using Simulink Model

Performance Evaluation of Wireless Communication System Employing DWT-OFDM using Simulink Model Performance Evaluation of Wireless Communication System Employing DWT-OFDM using Simulink Model M. Prem Anand 1 Rudrashish Roy 2 1 Assistant Professor 2 M.E Student 1,2 Department of Electronics & Communication

More information

Unit 3 - Wireless Propagation and Cellular Concepts

Unit 3 - Wireless Propagation and Cellular Concepts X Courses» Introduction to Wireless and Cellular Communications Unit 3 - Wireless Propagation and Cellular Concepts Course outline How to access the portal Assignment 2. Overview of Cellular Evolution

More information

MUMS Laboration. Implementation of a Spatially Multiplexed Multiple Antenna System

MUMS Laboration. Implementation of a Spatially Multiplexed Multiple Antenna System MUMS Laboration Implementation of a Spatially Multiplexed Multiple Antenna System 1 Laboration Overview Throughout the laboration participants will become familiar with the different building blocks of

More information

Study of Performance Evaluation of Quasi Orthogonal Space Time Block Code MIMO-OFDM System in Rician Channel for Different Modulation Schemes

Study of Performance Evaluation of Quasi Orthogonal Space Time Block Code MIMO-OFDM System in Rician Channel for Different Modulation Schemes Volume 4, Issue 6, June (016) Study of Performance Evaluation of Quasi Orthogonal Space Time Block Code MIMO-OFDM System in Rician Channel for Different Modulation Schemes Pranil S Mengane D. Y. Patil

More information

Chapter 4 Radio Communication Basics

Chapter 4 Radio Communication Basics Chapter 4 Radio Communication Basics Chapter 4 Radio Communication Basics RF Signal Propagation and Reception Basics and Keywords Transmitter Power and Receiver Sensitivity Power - antenna gain: G TX,

More information

Exam 3 is two weeks from today. Today s is the final lecture that will be included on the exam.

Exam 3 is two weeks from today. Today s is the final lecture that will be included on the exam. ECE 5325/6325: Wireless Communication Systems Lecture Notes, Spring 2010 Lecture 19 Today: (1) Diversity Exam 3 is two weeks from today. Today s is the final lecture that will be included on the exam.

More information

Digital modulation techniques

Digital modulation techniques Outline Introduction Signal, random variable, random process and spectra Analog modulation Analog to digital conversion Digital transmission through baseband channels Signal space representation Optimal

More information

Performance Analysis of MIMO-OFDM based IEEE n using Different Modulation Techniques

Performance Analysis of MIMO-OFDM based IEEE n using Different Modulation Techniques IJSTE - International Journal of Science Technology & Engineering Volume 3 Issue 2 August 26 ISSN (online): 2349-784X Performance Analysis of MIMO-OFDM based IEEE 82.n using Different Modulation Techniques

More information

Complex orthogonal space-time processing in wireless communications

Complex orthogonal space-time processing in wireless communications University of Wollongong Research Online University of Wollongong Thesis Collection 1954-2016 University of Wollongong Thesis Collections 2006 Complex orthogonal space-time processing in wireless communications

More information

Implementation of a BPSK Transceiver for use with KUAR

Implementation of a BPSK Transceiver for use with KUAR Implementation of a BPSK Transceiver for use with KUAR Ryan Reed M.S. Candidate Information and Telecommunication Technology Center Electrical Engineering and Computer Science The University of Kansas

More information

An Improved SLM Technique Using Discrete Cosine Transform in OFDM. S. Lih., An Improved SLM Technique Using Discrete Cosine Transform in OFDM System.

An Improved SLM Technique Using Discrete Cosine Transform in OFDM. S. Lih., An Improved SLM Technique Using Discrete Cosine Transform in OFDM System. AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES ISSN:1991-8178 EISSN: 2309-8414 Journal home page: www.ajbasweb.com An Improved SLM Technique Using Discrete Cosine Transform in OFDM System A. A. A. Wahab

More information

Project: IEEE P Working Group for Wireless Personal Area Networks N

Project: IEEE P Working Group for Wireless Personal Area Networks N Project: IEEE P802.15 Working Group for Wireless Personal Area Networks N (WPANs( WPANs) Title: [Introduction of vertically connected wireless system] Date Submitted: [ 14 JAN, 2004] Source: [Ami Kanazawa

More information

Analysis of V-BLAST Techniques for MIMO Wireless Channels with different modulation techniques using Linear and Non Linear Detection

Analysis of V-BLAST Techniques for MIMO Wireless Channels with different modulation techniques using Linear and Non Linear Detection 74 Analysis of V-BLAST Techniques for MIMO Wireless Channels with different modulation techniques using Linear and Non Linear Detection Shreedhar A Joshi 1, Dr. Rukmini T S 2 and Dr. Mahesh H M 3 1 Senior

More information

Adaptive Modulation and Coding for LTE Wireless Communication

Adaptive Modulation and Coding for LTE Wireless Communication IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS Adaptive and Coding for LTE Wireless Communication To cite this article: S S Hadi and T C Tiong 2015 IOP Conf. Ser.: Mater. Sci.

More information

DESIGN, IMPLEMENTATION AND OPTIMISATION OF 4X4 MIMO-OFDM TRANSMITTER FOR

DESIGN, IMPLEMENTATION AND OPTIMISATION OF 4X4 MIMO-OFDM TRANSMITTER FOR DESIGN, IMPLEMENTATION AND OPTIMISATION OF 4X4 MIMO-OFDM TRANSMITTER FOR COMMUNICATION SYSTEMS Abstract M. Chethan Kumar, *Sanket Dessai Department of Computer Engineering, M.S. Ramaiah School of Advanced

More information

#8 Adaptive Modulation Coding

#8 Adaptive Modulation Coding 06 Q Wireless Communication Engineering #8 Adaptive Modulation Coding Kei Sakaguchi sakaguchi@mobile.ee. July 5, 06 Course Schedule () Date Text Contents #7 July 5 4.6 Error correction coding #8 July 5

More information

Performance Evaluation of V-BLAST MIMO System Using Rayleigh & Rician Channels

Performance Evaluation of V-BLAST MIMO System Using Rayleigh & Rician Channels International Journal of Information & Computation Technology. ISSN 0974-2239 Volume 4, Number 15 (2014), pp. 1549-1558 International Research Publications House http://www. irphouse.com Performance Evaluation

More information

Performance Enhancement of Multi-Input Multi-Output (MIMO) System with Diversity

Performance Enhancement of Multi-Input Multi-Output (MIMO) System with Diversity Performance Enhancement of Multi-Input Multi-Output (MIMO) System with Diversity Ghulam Abbas, Ebtisam Ahmed, Waqar Aziz, Saqib Saleem, Qamar-ul-Islam Department of Electrical Engineering, Institute of

More information

Wireless Communication Fundamentals Feb. 8, 2005

Wireless Communication Fundamentals Feb. 8, 2005 Wireless Communication Fundamentals Feb. 8, 005 Dr. Chengzhi Li 1 Suggested Reading Chapter Wireless Communications by T. S. Rappaport, 001 (version ) Rayleigh Fading Channels in Mobile Digital Communication

More information