20072ee132A_1_ca4

20072ee132A_1_ca4 - EE 132A, Spring 2007 Prof. John...

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EE 132A, Spring 2007 Communication Systems Prof. John Villasenor Handout # 18 TA: Choo Chin (Jeffrey) Tan Computer Assignment 4 Assigned: Monday, May 21, 2007 Due: Wednesday, May 30, 2007 In this computer assignment, we will learn about Orthogonal Frequency Division Multiplexing (OFDM) by using Matlab to look at some examples. OFDM is a popular modulation technique used in several technologies such as ADSL (G.DMT), IEEE 802.11a/g (WiFi), UWB, and IEEE 802.16 (WiMAX). We will explore OFDM generation and detection, its ability to reduce ISI, and its performance in noise. We will start by generating a binary PAM signal and sending it through a channel that introduces ISI. Then we will send the same information using OFDM with 4 subcarriers and an appropriate cyclic prefix, and observe how ISI is eliminated. Finally we will send information through a noisy channel and compute bit error probabilities. What to turn in: Answers to questions and required plots. Source file for programs (.m files). Suggestions: Start working on this assignment early. Do not wait until the last moment. Make your code parametric. You will be required to design an OFDM modulator and demodulator, and then change the different parameters to observe different situations. It is easier to do this if you define your modules in terms of these parameters. Introduction to OFDM The basic principle of OFDM is to split a high-rate data stream into a number of lower rate streams that are transmitted simultaneously over a number of sub-carriers. Because the symbol duration increases for lower rate parallel sub-carriers, the relative amount of dispersion in time caused by multi-path delay spread is decreased. Inter Symbol Interference (ISI) is eliminated almost completely by introducing a guard time at the beginning of every OFDM symbol. The frequency spacing between these sub-carriers is chosen to be equal to the inverse of the OFDM symbol interval. When no cyclic prefix is added, this causes the sub-carriers to be orthogonal over the symbol interval, and the spectrum of each of the sub-carrier signals to be zero at the peak frequency of all signals in the other sub-carrier frequencies, thus eliminating Inter Carrier Interference (ICI). The basic diagram of the OFDM system is shown in Figure 1.
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Figure 1: OFDM system In an OFDM system with N subcarriers, input (information) symbols are grouped in blocks of N symbols each. Each one of these blocks of N symbols are transmitted into what we will call an OFDM symbol . We will assume there exist M blocks, so we are transmitting MN input symbols. For the m -th block, the transmitted symbols are { x 0, m , x 1, m , , x N-1, m }, as shown in Figure 1.
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20072ee132A_1_ca4 - EE 132A, Spring 2007 Prof. John...

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