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Journal ArticleDOI

IEEE Standards Supporting Cognitive Radio and Networks, Dynamic Spectrum Access, and Coexistence

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TLDR
A review of standardization activities for cognitive radio technologies and comments on prospects and issues for future standardization are provided.
Abstract
Cognitive radio techniques are being applied to many different communications systems. They hold promise for increasing utilization of radio frequencies that are underutilized today, allowing for improved commercial data services, and allowing for new emergency and military communications services. For example, these techniques are being considered by the U.S. FCC for communications services in unlicensed VHF and UHF TV bands. Although traditionally these techniques are closely associated with software-defined radios, many standards such as WiFi (IEEE 802.11), Zigbee (IEEE 802.15.4), and WiMAX (IEEE 802.16) already include some degree of CR technology today. Further advances are occurring rapidly. IEEE 802.22 will be the first cognitive radio-based international standard with tangible frequency bands for its operation. Standardization is at the core of the current and future success of cognitive radio. Industry stakeholders are participating in international standards activities governing the use of cognitive radio techniques for dynamic spectrum access and coexistence, next-generation radio and spectrum management, and interoperability in infrastructure-less wireless networks. This article provides a review of standardization activities for cognitive radio technologies and comments on prospects and issues for future standardization.

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Dissertation

Performance analysis of spectrum sensing techniques for cognitive radio systems

TL;DR: This thesis investigates detection based on methods of nonparametric power spectrum estimation for cognitive radio networks using the periodogram, Bartlett’s method, Welch overlapped segments averaging (WOSA), and the Multitaper estimator (MTE).
Dissertation

Interference avoidance in MIMO cognitive radio networks with estimation errors

TL;DR: This work focuses on the issue of spectrum sharing and the coexistence of primary and secondary users, and considers multiple antenna based terminals which have become a mainstay in modern commercial wireless systems.
Proceedings ArticleDOI

Allocating spectrum: Towards a commons future

TL;DR: This paper argues that the CRS trigger has initiated a new wave of changes within the current spectrum management framework towards spectrum commons where DSA is enabled in other services' spectrum bands rather than broadcasting.
Proceedings ArticleDOI

An energy optimal technique for multi-channel allocation and data scheduling in wireless networks

TL;DR: The proposed heuristic for solving the channel allocation and data assignment problem, according to the opportunities and channels available, is optimal in terms of energy consumption, being close to the optimum, about 5% above, interms of transmission time.
Proceedings ArticleDOI

Spectrum Decision in Wireless Sensor Networks Employing Machine Learning

TL;DR: Evaluating the use of Supervised Machine Learning for channel selection in WSNs shows that ML-based methods increase the communication performance by reducing the number of transmission attempts and therefore also reducing the delivery delay.
References
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Journal ArticleDOI

Cognitive radio: making software radios more personal

TL;DR: With RKRL, cognitive radio agents may actively manipulate the protocol stack to adapt known etiquettes to better satisfy the user's needs and transforms radio nodes from blind executors of predefined protocols to radio-domain-aware intelligent agents that search out ways to deliver the services the user wants even if that user does not know how to obtain them.
Journal ArticleDOI

Cognitive functionality in next generation wireless networks: standardization efforts

TL;DR: This article discusses recent standardization efforts related to cognitive radio focusing on the work of IEEE Standards Coordinating Committee 41, formerly known as IEEE 1900, and some important tasks to be performed by the CR standardization community.
Journal ArticleDOI

Recent advances in cognitive communications

TL;DR: This article describes recent advances in cognitive communications, which combines the concepts of signal processing, communications, pattern classification, and machine learning to make dynamic use of the spectrum, such that the emanated signals do not interfere with the existing ones.
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