GoF-Based Spectrum Sensing of OFDM Signals over Fading Channels

Journal Title: Journal of Information Systems and Telecommunication - Year 2014, Vol 2, Issue 2

Abstract

Goodness-of-Fit (GoF) based spectrum sensing of orthogonal frequency-division multiplexing (OFDM) signals is investigated in this paper. To this end, some novel local sensing methods based on Shapiro-Wilk (SW), Shapiro-Francia (SF), and Jarque-Bera (JB) tests are first studied. In essence, a new threshold selection technique is proposed for SF and SW tests. Then, three studied methods are applied to spectrum sensing for the first time and their performance are analyzed. Furthermore, the computational complexity of the above methods is computed and compared to each other. Simulation results demonstrate that the SF detector outperforms other existing GoF-based methods over AWGN channels. Furthermore simulation results demonstrate the superiority of the proposed SF method in additive colored Gaussian noise channels and over fading channel in comparison with the conventional energy detector.

Authors and Affiliations

Seyed Sadra Kashef, Paeiz Azmi, Hamed Sadeghi

Keywords

Related Articles

Security Analysis of Scalar Costa Scheme Against Known Message Attack in DCT-Domain Image Watermarking

This paper proposes an accurate information-theoretic security analysis of Scalar Costa Scheme (SCS) when the SCS is employed in the embedding layer of digital image watermarking. For this purpose, Discrete Cosine Transf...

Accurate Fire Detection System for Various Environments using Gaussian Mixture Model and HSV Space

Smart and timely detection of fire can be very useful in coping with this phenomenon and its inhibition. Enhancing some image analysis methods such as converting RGB image to HSV image, smart selecting the threshold in f...

A Bio-Inspired Self-configuring Observer/ Controller for Organic Computing Systems

The increase in the complexity of computer systems has led to a vision of systems that can react and adapt to changes. Organic computing is a bio-inspired computing paradigm that applies ideas from nature as solutions to...

Low Distance Airplanes Detection and Tracking Visually using Spectral Residual and KLT Composition

This paper presents the method for detection and tracking airplanes which can be observed visually in low distances from sensors. They are used widely for some reasons such as military or unmanned aerial vehicle (UAV) be...

Performance Analysis of SVM-Type Per Tone Equalizer Using Blind and Radius Directed Algorithms for OFDM Systems

In this paper, we present Support Vector Machine (SVM)-based blind per tone equalization for OFDM systems. Blind per tone equalization using Constant Modulus Algorithm (CMA) and Multi-Modulus Algorithm (MMA) are used as...

Download PDF file
  • EP ID EP185957
  • DOI 10.7508/jist.2014.02.005
  • Views 133
  • Downloads 0

How To Cite

Seyed Sadra Kashef, Paeiz Azmi, Hamed Sadeghi (2014). GoF-Based Spectrum Sensing of OFDM Signals over Fading Channels. Journal of Information Systems and Telecommunication, 2(2), 103-112. https://europub.co.uk/articles/-A-185957