Simulation of Multiple Transmitter Communication System Using IT

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Simulation of Multiple Transmitter Communication System Using IT++

Simulation of Multiple Transmitter Communication System Using IT++

Contributors l Chalmers University: Ali Behrevan, Thomas Eriksson l Bilkent University: Mustafa Durukal, Hakan

Contributors l Chalmers University: Ali Behrevan, Thomas Eriksson l Bilkent University: Mustafa Durukal, Hakan Arslan, Gul Safak l POLITO: Daniel Bustos

Base-band Model of a Single Transmitter – Receiver Communication System that uses OFDM

Base-band Model of a Single Transmitter – Receiver Communication System that uses OFDM

Two Sources of Distortion In The Received Signal l Additive noise channel between the

Two Sources of Distortion In The Received Signal l Additive noise channel between the transmitter and receiver sides l Nonlinearity of the power amplifier at the end of the transmitter side

Effect of Noise on the System Performance

Effect of Noise on the System Performance

Effect of Noise on the System Performance l Figure of merit: Bit Error Rate

Effect of Noise on the System Performance l Figure of merit: Bit Error Rate (BER) l Error rate in a 16 -QAM OFDM system with no amplification l SNR (signal to noise ratio) limits the BER of the system l To reduce the effect –>use Convolutional Encoder

Effect of Nonlinear Power Amplifier on the Transmitted Signal In-band Outer-band

Effect of Nonlinear Power Amplifier on the Transmitted Signal In-band Outer-band

Base-band Model of a Three Transmitter – Receiver System

Base-band Model of a Three Transmitter – Receiver System

Distortions Introduced by the Nonlinear Power Amplifier l In a single transmitter – receiver

Distortions Introduced by the Nonlinear Power Amplifier l In a single transmitter – receiver system l l In-band distortion In a multiple transmitter – receiver system In-band distortion l Outer-band distortion l

Distortions Introduced by the Nonlinear Power Amplifier

Distortions Introduced by the Nonlinear Power Amplifier

Distortions Introduced by the Nonlinear Power Amplifier l Outer-band distortions overlap with and are

Distortions Introduced by the Nonlinear Power Amplifier l Outer-band distortions overlap with and are added to the in-band distortions l Results in degradation in the BER performance l The amount of degradation depends on l Degree of the nonlinearity l Spacing between adjacent channels (Δf)

Degree of Nonlinearity l (in simulations) identified by the amplifier parameter IBO (input backoff)

Degree of Nonlinearity l (in simulations) identified by the amplifier parameter IBO (input backoff) IBO How far the input is from the saturation region

The Simulation Program -Link Simulatorl used for simulating three transmitter – receiver communication system

The Simulation Program -Link Simulatorl used for simulating three transmitter – receiver communication system l Each block is set by the user as an input l gives the BER (bit error rate) as an output

Inputs of the Program l Number of transmitted bits l Encoder type l Base-band

Inputs of the Program l Number of transmitted bits l Encoder type l Base-band modulator l Number of carriers in OFDM l Oversampling factor l Power amplifier type l IBO (input back-off) l SNR (signal to noise ratio) l Channel spacing

Character-based Interface for Link Simulator

Character-based Interface for Link Simulator

Graphical Interface for Link Simulator

Graphical Interface for Link Simulator

In All Simulations l Total number of bits = 106 l No coding l

In All Simulations l Total number of bits = 106 l No coding l 16 – QAM OFDM l Number of carriers = 1024 l Oversampling factor = 16

Power Amplifier Types l Linear l Rapp l Hard l 3 rd l Soft

Power Amplifier Types l Linear l Rapp l Hard l 3 rd l Soft Limiter order polynomial l Saleh

Power Amplifier Types SOFT LIMITER

Power Amplifier Types SOFT LIMITER

Power Amplifier Types HARD LIMITER

Power Amplifier Types HARD LIMITER

Power Amplifier Types RAPP

Power Amplifier Types RAPP

Power Amplifier Types 3 rd Order Polynomial

Power Amplifier Types 3 rd Order Polynomial

Power Amplifier Types SALEH (AM/AM)

Power Amplifier Types SALEH (AM/AM)

Power Amplifier Types SALEH (AM/PM)

Power Amplifier Types SALEH (AM/PM)

Other Inputs l For each amplifier type simulations are done for the following parameters:

Other Inputs l For each amplifier type simulations are done for the following parameters: l IBO (in d. B): integer from 0 to 6 l SNR (in d. B): integer from 0 to 20 l Channel spacing ÷ 2 W = 1 : 0. 2 : 3 W is the channel bandwidth of the transmitted signal

Graphical Interface for Link Simulator

Graphical Interface for Link Simulator

Simulation Results

Simulation Results

Simulation Results

Simulation Results

Simulation Results

Simulation Results

Simulation Results

Simulation Results