Cooperative Cognitive Spectrum Sensing Based on Optimized Time-Frequency Signal Analysis

Cooperative Cognitive Spectrum Sensing Based on Optimized Time-Frequency Signal Analysis PDF Author: Ubaid ur Rehman
Publisher: kassel university press GmbH
ISBN: 3862195961
Category :
Languages : en
Pages : 7

Book Description
Spectrum sensing is used in cognitive radio to detect the free portions of spectrum in a licensed frequency band. We introduce a cooperative spectrum sensing scenario in which the decisions from the secondary users are combined for better sensing accuracy. Each secondary user sends its decision to a central node which combines all individual decisions. A discrete Fourier transform (DFT) filter bank based architecture is used by each secondary user for efficient detection of a primary user signal in a desired time-frequency slot. The prototype filters underlying the DFT filter banks are optimized to provide maximum time-frequency resolution. We formulate an objective function to represent the time-frequency distribution of signal energy and use numerical methods to obtain optimized prototype filter To address the problem of noise power uncertainty in cognitive radio systems, we introduce a method for denoising the received signal which is based on goodness-of-fit statistical test. We compare the performance of the proposed method with other spectrum sensing methods in terms of receiver operating characteristics (ROC). The spectrum sensing performance is also analyzed in the presence of noise power uncertainty. Finally, the hardware implementation aspects of the proposed architecture are also analyzed using a field programmable gate array (FPGA).

Cognitive Radio Networks Optimization with Spectrum Sensing Algorithms

Cognitive Radio Networks Optimization with Spectrum Sensing Algorithms PDF Author: Tanuja S. Dhope
Publisher: CRC Press
ISBN: 8793102011
Category : Science
Languages : en
Pages : 191

Book Description
In recent years, a considerable amount of effort has been devoted, both in industry and academia, towards the efficient utilization of the available spectrum under the various propagation models which lead towards the design and dimensioning of the future network Internet of Things (IoT).This book focuses on Television White Space (TVWS) opportunities and regulatory aspects for cognitive radio applications, and includes case studies for the exploitation of TVWS depending on user's mobility, and the geo-location between user and the Base Station. The book presents recent advances in spectrum sensing, reflecting state of the art technology and research achievements in this area as well as a new insights in spectrum sensing of performance modeling, analysis and worldwide applications. Technical topics discussed include: • Novel Application of TV White Space• Spectrum Sensing in Cognitive Radio• Cooperative Spectrum Sensing• DoA Estimation Algorithms

Spectrum Sensing for Cognitive Radio

Spectrum Sensing for Cognitive Radio PDF Author: Kamal M. Captain
Publisher: CRC Press
ISBN: 1000472035
Category : Technology & Engineering
Languages : en
Pages : 256

Book Description
This comprehensive reference text discusses concepts of cognitive radio and the advances in the field of spectrum sensing. This text discusses the concept of cognitive radio for next generation wireless communication and a very critical aspect of cognitive radio – that is, spectrum sensing – in detail. It covers important topics including narrowband spectrum sensing, wideband spectrum sensing, cooperative spectrum sensing, system and channel models, detection algorithms, approximation of decision statistics, and theoretical analysis of detection algorithms in detail. Separate chapters are dedicated to discussing the analysis and use of detection algorithms for narrowband spectrum sensing, wideband spectrum sensing, and cooperative wideband spectrum sensing. Aimed at graduate students and academic researchers in the fields of electrical engineering and electronics and communication engineering, this text: Discusses concepts of cognitive radio and research in spectrum sensing. Presents mathematical analysis of algorithms considering practical environment. Explains novel wideband spectrum sensing algorithms with detailed analysis. Provides mathematical derivations to help readers. Discusses basic spectrum sensing algorithms, from narrowband spectrum sensing to the more advanced wideband spectrum sensing.

Cognitive Radio Sensor Networks: Applications, Architectures, and Challenges

Cognitive Radio Sensor Networks: Applications, Architectures, and Challenges PDF Author: Rehmani, Mubashir Husain
Publisher: IGI Global
ISBN: 1466662131
Category : Technology & Engineering
Languages : en
Pages : 376

Book Description
"This book examines how wireless sensor nodes with cognitive radio capabilities can address these network challenges and improve the spectrum utilization, presenting a broader picture on the applications, architecture, challenges, and open research directions in the area of WSN research"--Provided by publisher.

Advancement in Sensing Technology

Advancement in Sensing Technology PDF Author: Subhas Chandra Mukhopadhyay
Publisher: Springer Science & Business Media
ISBN: 3642321801
Category : Technology & Engineering
Languages : en
Pages : 329

Book Description
The book presents the recent advancements in the area of sensors and sensing technology, specifically in environmental monitoring, structural health monitoring, dielectric, magnetic, electrochemical, ultrasonic, microfluidic, flow, surface acoustic wave, gas, cloud computing and bio-medical. This book will be useful to a variety of readers, namely, Master and PhD degree students, researchers, practitioners, working on sensors and sensing technology. The book will provide an opportunity of a dedicated and a deep approach in order to improve their knowledge in this specific field.

Cognitive Vehicular Networks

Cognitive Vehicular Networks PDF Author: Anna Maria Vegni
Publisher: CRC Press
ISBN: 1498721923
Category : Computers
Languages : en
Pages : 246

Book Description
A comprehensive text on both current and emerging areas of cognitive vehicular networks, this book focuses on a new class of mobile ad hoc networks. It uses a pedagogical approach utilizing cognitive aspects applied to vehicular environments and comprises contributions from well-known and high profile researchers in their respective specialties. The book provides significant technical and practical insights on different perspectives, starting from a basic background on cognitive radio, interrelated technologies, application to vehicular networks, technical challenges, and future trends.

Dynamic Spectrum Management

Dynamic Spectrum Management PDF Author: Ying-Chang Liang
Publisher: Springer Nature
ISBN: 9811507767
Category : Technology & Engineering
Languages : en
Pages : 166

Book Description
This open access book, authored by a world-leading researcher in this field, describes fundamentals of dynamic spectrum management, provides a systematic overview on the enabling technologies covering cognitive radio, blockchain, and artificial intelligence, and offers valuable guidance for designing advanced wireless communications systems. This book is intended for a broad range of readers, including students and professionals in this field, as well as radio spectrum policy makers.

Cognitive Radio Networks

Cognitive Radio Networks PDF Author: Yang Xiao
Publisher: CRC Press
ISBN: 1420064215
Category : Computers
Languages : en
Pages : 496

Book Description
Fueled by ongoing and increasing consumer demand, the explosive growth in spectrum-based communications continues to tax the finite resources of the available spectrum. One possible solution, Cognitive Radio Network (CRN), allows unlicensed users opportunistic access to licensed bands without interfering with existing users. Although some initial s

Space-Time Spectrum Sensing for Cognitive Radio

Space-Time Spectrum Sensing for Cognitive Radio PDF Author: Mohamad, Usama Yusuf
Publisher: kassel university press GmbH
ISBN: 3737607451
Category : Technology & Engineering
Languages : en
Pages : 134

Book Description
A cognitive radio (CR) system offers a more efficient spectrum utilization as compared to conventional wireless transmission systems. In particular, in a so-called interweave CR scenario, spectrum sensing is a crucial component responsible for acquiring information about the existence and strength of a primary user (PU) signal, since the subsequent spectral access depends on that information. A wide range of spectrum sensing techniques has been proposed to suit various requirements and system scenarios. These techniques differ in many respects like e. g. the computational complexity, the required observation frame length as well as the resulting sensing performance. Spectrum sensing in different scenarios and under various models is investigated in this thesis. Here, both temporal and spatial correlations of the received signals are considered for designing space-time sensing algorithms.

Optimizing Cooperative Spectrum Sensing in Cognitive Radio Networks Using Interference Alignment and Space-time Coding

Optimizing Cooperative Spectrum Sensing in Cognitive Radio Networks Using Interference Alignment and Space-time Coding PDF Author: Idris A. Yusuf
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description