[PDF][PDF] Radio environment map enabled situation-aware cognitive radio learning algorithms

Y Zhao, J Gaeddert, KK Bae… - Software Defined Radio …, 2006 - wirelessinnovation.org
This paper presents an innovative and generic approach to developing cognitive radios
(CR) based on the radio environment map (REM). REM is envisioned as an integrated …

Development of radio environment map enabled case-and knowledge-based learning algorithms for IEEE 802.22 WRAN cognitive engines

Y Zhao, J Gaeddert, L Morales, K Bae… - … on Cognitive Radio …, 2007 - ieeexplore.ieee.org
The IEEE 802.22 wireless regional area network (WRAN) is the first worldwide commercial
application of cognitive radio (CR) networks in unlicensed television broadcast bands. With …

Applying radio environment maps to cognitive wireless regional area networks

Y Zhao, L Morales, J Gaeddert, KK Bae… - 2007 2nd IEEE …, 2007 - ieeexplore.ieee.org
The IEEE 802.22 wireless regional area network (WRAN) is the first worldwide commercial
application of cognitive radio (CR) networks refarming the TV broadcast bands. According to …

Overhead analysis for radio environment mapenabled cognitive radio networks

Y Zhao, JH Reed, S Mao, KK Bae - 2006 1st IEEE Workshop on …, 2006 - ieeexplore.ieee.org
This paper presents a novel and general approach to cognitive radio (CR) networking based
on the Radio Environment Map (REM). REM is envisioned to be an integrated database that …

Network support: The radio environment map

Y Zhao, B Le, JH Reed - Cognitive radio technology, 2006 - Elsevier
Publisher Summary This chapter discusses the motivation and the important role of network
support in cognitive radios. It introduces the radio environment map (REM) and explains …

Radio environment map as enabler for practical cognitive radio networks

HB Yilmaz, T Tugcu, F Alagöz… - IEEE Communications …, 2013 - ieeexplore.ieee.org
Latest regulations on TV white space communications and emerging trends of spectrum
access through geolocation databases relax the regulatory constraints on Cognitive Radios …

[HTML][HTML] Recent advances on artificial intelligence and learning techniques in cognitive radio networks

N Abbas, Y Nasser, KE Ahmad - EURASIP Journal on Wireless …, 2015 - Springer
Cognitive radios are expected to play a major role towards meeting the exploding traffic
demand over wireless systems. A cognitive radio node senses the environment, analyzes …

[图书][B] Location awareness in cognitive radio networks

H Celebi - 2008 - search.proquest.com
Cognitive radio is a recent novel approach for the realization of intelligent and sophisticated
wireless systems. Although the research and development on cognitive radio is still in the …

Cognitive radio realities

B Le, TW Rondeau, CW Bostian - … Communications and Mobile …, 2007 - Wiley Online Library
A cognitive radio (CR) is a transceiver that is aware, adaptive, and capable of learning. It
may be visualized and realized as an intelligent software package (cognitive engine) …

A comprehensive survey on machine learning approaches for dynamic spectrum access in cognitive radio networks

A Kaur, K Kumar - Journal of Experimental & Theoretical Artificial …, 2022 - Taylor & Francis
Due to exponential growth in demand for radio spectrum for wireless communication
networking, the radio spectrum has become over-crowded. The fixed spectrum allocation …