Performance Analysis of Multi-Carrier Modulation Techniques Using FFT, DWT and DT-WPT
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064



Downloads: 108

Research Paper | Electronics & Communication Engineering | India | Volume 3 Issue 11, November 2014

Performance Analysis of Multi-Carrier Modulation Techniques Using FFT, DWT and DT-WPT

Chitakani Ravi Kishore, Gadhe Jayanth Reddy, Murali Mohan K.V

Multi-Carrier Modulation (MCM) is a very efficient transmission technology for very high data rate and for reliable wireless communication systems. Orthogonal Frequency Division Multiplexing (OFDM) is the proven technology comes under multi-carrier modulation. In this scheme number of orthogonal carriers are overlapped and transmitted over the channel. Traditional OFDM systems use Fast Fourier Transform (FFT) for orthogonal bases. Recent studies show wavelets can be used instead of FFT and systems perform better due to inherent properties of the wavelets. Dual Tree Wavelet Packet Transform (DT-WPT) is an enhancement to Discrete Wavelet Transform (DWT) with the additional properties of shift invariance and perfect reconstruction. In this paper we implemented OFDM schemes using FFT, DWT and DT-WPT and their performance is compared over AWGN channel and modulation employed is BPSK. BER vs SNR performance measure is plotted and compared for all these schemes using MATLAB tool.

Keywords: Multi-Carrier Modulation MCM, Orthogonal Frequency Division Multiplexing OFDM, Fast Fourier Transform FFT, Discrete Wavelet Transform DWT, Dual Tree Wavelet Packet Transform DT-WPT, Additive White Gaussian Noise AWGN, BPSK, MATLAB

Edition: Volume 3 Issue 11, November 2014

Pages: 2159 - 2163

Share this Article

How to Cite this Article?

Chitakani Ravi Kishore, Gadhe Jayanth Reddy, Murali Mohan K.V, "Performance Analysis of Multi-Carrier Modulation Techniques Using FFT, DWT and DT-WPT", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=OCT141383, Volume 3 Issue 11, November 2014, 2159 - 2163

Enter Your Email Address




Similar Articles with Keyword 'Orthogonal Frequency Division Multiplexing OFDM'

Downloads: 103

Research Paper, Electronics & Communication Engineering, India, Volume 6 Issue 6, June 2017

Pages: 1928 - 1931

Comparative Analysis of OFDM Systems based on PAPR Reduction for Cyclic Shifted Partial Transmit Sequence and Conventional Partial Transmit Sequence for Different Shift Values Using different Modulation Schemes

Harshita Soni, Gaurav Gupta

Share this Article

Downloads: 109

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2689 - 2691

VLSI Implementation of 2048 Point FFT

Zena Vatsa, Sumaya

Share this Article

Similar Articles with Keyword 'Fast Fourier Transform FFT'

Downloads: 108

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1723 - 1726

Low Power Spectral Analysis for Built in Self Test by Using System on Chip

L. Maheswari, B. V. P. Prasad

Share this Article

Downloads: 109

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2689 - 2691

VLSI Implementation of 2048 Point FFT

Zena Vatsa, Sumaya

Share this Article

Similar Articles with Keyword 'Discrete Wavelet Transform DWT'

Downloads: 108

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 1, January 2015

Pages: 2837 - 2839

Types of Three Filter Banks in FPGA

Tasneem Kausar

Share this Article

Downloads: 110

Research Paper, Electronics & Communication Engineering, Egypt, Volume 5 Issue 6, June 2016

Pages: 1854 - 1857

A Proposed Hybrid Method for Airtarget Acoustic Signature Diagnosis

Mazhar Taylel, Mahmoud Sabry

Share this Article

Similar Articles with Keyword 'BPSK'

Downloads: 103

Research Paper, Electronics & Communication Engineering, India, Volume 6 Issue 6, June 2017

Pages: 1928 - 1931

Comparative Analysis of OFDM Systems based on PAPR Reduction for Cyclic Shifted Partial Transmit Sequence and Conventional Partial Transmit Sequence for Different Shift Values Using different Modulation Schemes

Harshita Soni, Gaurav Gupta

Share this Article

Downloads: 110

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 8, August 2014

Pages: 717 - 720

PAPR Reduction in MIMO OFDM System Using ZCT Technique

Roshni Gulwani, Ekant Sharma

Share this Article

Similar Articles with Keyword 'MATLAB'

Downloads: 134

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 422 - 426

An Segmentation Under Connected Components Based on Watershed Algorithm Using FPGA Processor

R. Kiruthikaa, S. Salaiselvapathy

Share this Article

Downloads: 1

Survey Paper, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1067 - 1069

A Secure Text (Missile Co-ordinate) Transmission Using Digital Watermarking

Jagtap. D. V, M. D. Patil

Share this Article

Similar Articles with Keyword 'MultiCarrier'

Downloads: 108

Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2510 - 2513

A Review on Various OFDM Techniques and Their Applications

Anjali Saxena, Surbhi Kaushik

Share this Article

Downloads: 110

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 3, March 2014

Pages: 671 - 676

Improvement of Security in Communication System Using Time Reversal Division Multiple Access

Sreekutty.R, Helen Mascreen

Share this Article

Similar Articles with Keyword 'Modulation'

Downloads: 92

Research Paper, Electronics & Communication Engineering, Sudan, Volume 3 Issue 11, November 2014

Pages: 2129 - 2132

The Common Use of Pulse Width Modulation PWM Technique in Power Electronics

Safaa Alaa Eldeen Hamza

Share this Article

Downloads: 103

Research Paper, Electronics & Communication Engineering, Sudan, Volume 3 Issue 11, November 2014

Pages: 2316 - 2320

The use of Pulse Width Modulation ?PWM? Technique in LED Lighting Systems

Safaa Alaa Eldeen Hamza, Dr. Amin Babiker A/Nabi Mustafa

Share this Article

Similar Articles with Keyword 'MCM'

Downloads: 109

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1000 - 1004

Design and Implementation of OFDM System and Reduction of Inter-Carrier Interference at Different Variance

Gaurav Verma, Navneet Singh

Share this Article

Downloads: 110 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 11, November 2015

Pages: 2383 - 2388

Design and Analysis of Dynamic Current Mode Full Adder with reduced Power and Delay

Dr. S.R.P. Sinha, Namita Tiwari

Share this Article

Similar Articles with Keyword 'Orthogonal'

Downloads: 103

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1975 - 1977

Power Reduction Using ACE and NN Schemes

Silpa S Kishore

Share this Article

Downloads: 103

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1272 - 1275

Doppler Frequency Effect and BER Performance of FFT Based OFDM System

C Sreevidya, G Sunil

Share this Article

Similar Articles with Keyword 'Frequency'

Downloads: 0

Research Paper, Electronics & Communication Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1505 - 1508

Design of Two Stage CMOS Operational Amplifier

Rahul Kumar

Share this Article

Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Electronics & Communication Engineering, India, Volume 10 Issue 6, June 2021

Pages: 968 - 971

Simulation and Performing of Conical Nano DRA for Device to Device Communication

Amit Ranjan Sahu, Anand Chaurasia, Arun Kumar Gupta

Share this Article

Similar Articles with Keyword 'Division'

Downloads: 93 | Monthly Hits: ⮙1

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1335 - 1340

Robust Segmentation and Classification of Histopathological Image

Jincy Wilson, Vipin V. R.

Share this Article

Downloads: 100

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2517 - 2520

Communication between Multiple Resources Using Arbiter Design

Shital S. Horte, Dr. D. V. Padole

Share this Article

Similar Articles with Keyword 'Multiplexing'

Downloads: 100

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2517 - 2520

Communication between Multiple Resources Using Arbiter Design

Shital S. Horte, Dr. D. V. Padole

Share this Article

Downloads: 103

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1975 - 1977

Power Reduction Using ACE and NN Schemes

Silpa S Kishore

Share this Article

Similar Articles with Keyword 'OFDM'

Downloads: 103

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1975 - 1977

Power Reduction Using ACE and NN Schemes

Silpa S Kishore

Share this Article

Downloads: 103

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1272 - 1275

Doppler Frequency Effect and BER Performance of FFT Based OFDM System

C Sreevidya, G Sunil

Share this Article

Similar Articles with Keyword 'Fast'

Downloads: 1

Survey Paper, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1067 - 1069

A Secure Text (Missile Co-ordinate) Transmission Using Digital Watermarking

Jagtap. D. V, M. D. Patil

Share this Article

Downloads: 1

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1842 - 1847

A Novel Mac Based Congestion Control System for VANET with Adaptive Routing

Mahanthgouda, Sridhara. K

Share this Article

Similar Articles with Keyword 'Fourier'

Downloads: 103

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2338 - 2342

Various Shape Descriptors in Image Processing ? A Review

Preetika DSilva, P. Bhuvaneswari

Share this Article

Downloads: 103

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1272 - 1275

Doppler Frequency Effect and BER Performance of FFT Based OFDM System

C Sreevidya, G Sunil

Share this Article

Similar Articles with Keyword 'Transform'

Downloads: 134

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 422 - 426

An Segmentation Under Connected Components Based on Watershed Algorithm Using FPGA Processor

R. Kiruthikaa, S. Salaiselvapathy

Share this Article

Downloads: 95

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2276 - 2281

Skin based Data hiding in Images by Using Haar and db2 DWT Techniques

Swapnali Zagade, Smita Bhosale

Share this Article

Similar Articles with Keyword 'FFT'

Downloads: 103

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1272 - 1275

Doppler Frequency Effect and BER Performance of FFT Based OFDM System

C Sreevidya, G Sunil

Share this Article

Downloads: 104

Research Paper, Electronics & Communication Engineering, China, Volume 3 Issue 10, October 2014

Pages: 1300 - 1302

Determination of Good and Bad Signal in a Given Random Signals Using MATLAB

Charles Okanda Nyatega, Ogunlade Michael Adegoke

Share this Article

Similar Articles with Keyword 'Discrete'

Downloads: 95

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2276 - 2281

Skin based Data hiding in Images by Using Haar and db2 DWT Techniques

Swapnali Zagade, Smita Bhosale

Share this Article

Downloads: 102

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1827 - 1829

Enhancement of Speech Signal Corrupted by Impulsive Noise Using Rank Order Mean

Arun Kumar Singh, Prof. Neelam Srivastava, Er. Piyush Singh

Share this Article

Similar Articles with Keyword 'Wavelet'

Downloads: 95

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2276 - 2281

Skin based Data hiding in Images by Using Haar and db2 DWT Techniques

Swapnali Zagade, Smita Bhosale

Share this Article

Downloads: 102

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1827 - 1829

Enhancement of Speech Signal Corrupted by Impulsive Noise Using Rank Order Mean

Arun Kumar Singh, Prof. Neelam Srivastava, Er. Piyush Singh

Share this Article

Similar Articles with Keyword 'DWT'

Downloads: 95

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2276 - 2281

Skin based Data hiding in Images by Using Haar and db2 DWT Techniques

Swapnali Zagade, Smita Bhosale

Share this Article

Downloads: 107

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 10, October 2016

Pages: 1780 - 1785

Error Tolerant Digital Watermarking System for the Application of Noisy RGB Images

Bharti Mishra, Rashmi Kashyap

Share this Article

Similar Articles with Keyword 'Dual'

Downloads: 147

Case Studies, Electronics & Communication Engineering, India, Volume 9 Issue 6, June 2020

Pages: 746 - 749

A Study on Smart Parking Assistance

Faba Sosamma Abraham

Share this Article

Downloads: 95

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2678 - 2680

Modified Peano-Gosper Fractal Geomatry Based Wideband Microstrip Patch Antenna Design Analysis

Sarbjeet Singh, Suman

Share this Article

Similar Articles with Keyword 'Tree'

Downloads: 105

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2368 - 2373

High Speed Radix-10 Multiplication Using Redundant BCD Codes

T. Sudha, T. Jyothi

Share this Article

Downloads: 106

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 9, September 2014

Pages: 943 - 949

Design and Analysis of CMOS Multipliers at 180nm and 350nm

Jagmeet Singh, Hardeep Singh

Share this Article

Similar Articles with Keyword 'Packet'

Downloads: 1

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1842 - 1847

A Novel Mac Based Congestion Control System for VANET with Adaptive Routing

Mahanthgouda, Sridhara. K

Share this Article

Downloads: 34

Survey Paper, Electronics & Communication Engineering, India, Volume 10 Issue 3, March 2021

Pages: 670 - 674

Survey of Seamless Vertical Handoff Schemes for WiFi/WiMAX Heterogeneous Network

Ajmal Mohammed V M, Prapu Premanath, Lalji Cyriac

Share this Article

Similar Articles with Keyword 'Additive'

Downloads: 114

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1184 - 1185

Additive Noise Removal and Human-like Face Detection

Manasa Mohan

Share this Article

Downloads: 115

Review Papers, Electronics & Communication Engineering, India, Volume 3 Issue 5, May 2014

Pages: 722 - 724

BER Performance for M-ARY Digital Communication

Ravisha, Saroj

Share this Article

Similar Articles with Keyword 'White'

Downloads: 104

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1763 - 1766

Enhancement of Document Images Resolution by Binarization Produced by Camera

Anshu Pundhir, Suresh Gawande

Share this Article

Downloads: 106

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2177 - 2182

Development of Wireless RGB LED PWM Controller on Low Cost CPLD

Kamal Kant Sharma, Vipin Kumar Gupta

Share this Article

Similar Articles with Keyword 'Gaussian'

Downloads: 105

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 747 - 750

Partial Swarm Optimization for Minimizing Occlusion Problem during Multi-Face Recognition

M. A. Archana, Dinesh Kumar.T, Dr. C. Parthasarathy

Share this Article

Downloads: 106

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 703 - 707

Log Gabor Filter Based Feature Detection in Image Verification Application

P. Pradeep Kumar, I. Krishna Rao

Share this Article

Similar Articles with Keyword 'Noise'

Downloads: 127

Research Paper, Electronics & Communication Engineering, India, Volume 7 Issue 6, June 2018

Pages: 1662 - 1664

Enhancement of Gray Level Image by Fuzzy and Filter Technique

Monalisa Pandey, Pankaj Sharma

Share this Article

Downloads: 134

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 422 - 426

An Segmentation Under Connected Components Based on Watershed Algorithm Using FPGA Processor

R. Kiruthikaa, S. Salaiselvapathy

Share this Article

Similar Articles with Keyword 'AWGN'

Downloads: 100

Research Paper, Electronics & Communication Engineering, Sudan, Volume 3 Issue 9, September 2014

Pages: 681 - 685

PER Ratio and Bit Rate in Wi-Fi Network

Safaa Elnour Ibrahim, Dr. Khalid Hamid Bilal

Share this Article

Downloads: 103

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1272 - 1275

Doppler Frequency Effect and BER Performance of FFT Based OFDM System

C Sreevidya, G Sunil

Share this Article



Top