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Towards a Cognitive-Based User Interface Design Framework Development [chapter]

Natrah Abdullah, Wan Adilah Wan Adnan, Nor Laila Md Noor
2011 Lecture Notes in Computer Science  
This paper discusses the theoretical framework underlying the studies of cognitive-based user interface design of heritage tourism website.  ...  As a result three components are propose; format, structure and representation. These components can be used to provide insights into area of HCI with taxonomy of UI for museum websites.  ...  Thus, this study plan to explore the theoretical foundation for supporting UI design particularly looking at UI in cognitive perspectives. Why Cognitive Study?  ... 
doi:10.1007/978-3-642-21602-2_2 fatcat:ac62yp2qivdmhdaj7vwbs6y6ea

Achievable Rates and Scaling Laws for Cognitive Radio Channels

Natasha Devroye, Mai Vu, Vahid Tarokh
2008 EURASIP Journal on Wireless Communications and Networking  
We outline recent information theoretic results on the limits of primary and cognitive user communication in single and multiple cognitive user scenarios.  ...  We then study another information theoretic measure, the multiplexing gain.  ...  This paper explores the limits of communication in cognitive channels from three distinct yet related information theoretic angles in its three main sections.  ... 
doi:10.1155/2008/896246 fatcat:tefkmjpjmja4dp3j2mb2hoiib4

Data-Throughput Enhancement Using Data Mining-Informed Cognitive Radio

Khashayar Kotobi, Philip Mainwaring, Conrad Tucker, Sven Bilén
2015 Electronics  
Our results demonstrate the viability of using these novel datasets to inform and create more efficient cognitive radio networks.  ...  To date, the application of information other than wireless channel data in cognitive radios has not been significantly studied.  ...  Acknowledgments The authors thank Suppawong Tuarob for his contribution in providing the dataset of Tweets. Electronics 2015, 4  ... 
doi:10.3390/electronics4020221 fatcat:3kpg6pplhjekpbv5xtf7zkpmx4

Cognitive radio networks

Natasha Devroye, Mai Vu, Vahid Tarokh
2008 IEEE Signal Processing Magazine  
Cognitive radio networks: Highlights of information theoretic limits, models and design. IEEE Signal Processing Magazine 25(6): 12-23.  ...  Published Version [ Highlights of information theoretic limits, models, and design ]  ...  In the competitive channel, the two transmitters compete for the channel, forming a classic information theoretic interference channel.  ... 
doi:10.1109/msp.2008.929286 fatcat:avelzyfg45axrmoieethlg3y5q

Cognitive Radio: From Theory to Practical Network Engineering [chapter]

Ekram Hossain, Long Le, Natasha Devroye, Mai Vu
2009 New Directions in Wireless Communications Research  
We discuss some theoretical results on the effect of side information (e.g., spatial locations of the users, transmission probability of primary users) on the cognitive sensing performance.  ...  For more precise information theoretic definitions we refer the reader to [18, 19, 114] .  ...  We discuss some theoretical results on the effect of side information (e.g., spatial locations of the users, transmission probability of primary users) on the cognitive sensing performance.  ... 
doi:10.1007/978-1-4419-0673-1_10 fatcat:2n6y2hnicnhupkmo2hmqwfn3nq

A Novel Technique for Channel Allocation in Cognitive Radio Networks using Game Theory

Uma Sharma, Poonam Mittal, Chander Kumar Nagpal
2016 International Journal of Wireless and Mobile Communication for Industrial Systems  
But CRN has its own challenges one of them is channel allocation while establishing route for data transmission of secondary user. Game theory is used to solve this problem.  ...  Cognitive radio network is a network that enhances the utilization of spectrum band by allowing licensed users to share licensed spectrum with unlicensed users.  ...  Cognitive users can access the licensed spectrum when it is not used by primary users and leaves the licensed spectrum when primary user become active and starts accessing that channel for packet transmission  ... 
doi:10.21742/ijwmcis.2016.3.2.07 fatcat:mug6y7ryqvdb3dlmkvrqtzbzbu

Cognitive Radio Networks: An Information Theoretic Perspective [article]

Mojtaba Vaezi
2020 arXiv   pre-print
Information-theoretic limits of cognitive radio networks have been under exploration for more than a decade.  ...  Outlining the state of the art in the information-theoretic analysis of different cognitive systems, we highlight the salient features/points of the capacity-achieving or capacity-approaching strategies  ...  Open Fundamental Limits Here, we outline the open information-theoretic problems for the two-user, K-user, and MIMO cognitive interference channels. • Two-user cognitive interference channel: In the discrete  ... 
arXiv:2001.09261v1 fatcat:bfoyep6ja5gehgt5ndvndn4nxi

Cognitive Learning-Based Spectrum Handoff for Cognitive Radio Network

Chong Feng, Wenbo Wang, Xiao Jiang
2012 International Journal of Computer and Communication Engineering  
Both theoretical analysis and simulation results show that using the cognitive learning algorithm to predict the channel status can reduce the average spectrum handoff time compared with the random access  ...  Spectrum handoff aims to help cognitive user find suitable channel to resume the unfinished transmission as quickly as possible.  ...  During the cognitive learning process, the cognitive user records the information of the status before the current time slot i, then cognitive system will predict the primary channel status for time slot  ... 
doi:10.7763/ijcce.2012.v1.88 fatcat:wwk4dtgylfc6nl424e2a5rqnfy

Performance of Cognitive Spectrum Sensing Based on Energy Detector in Fading Channels

Fabrício B.S. de Carvalho, Waslon T.A. Lopes, Marcelo S. Alencar
2015 Procedia Computer Science  
This paper presents the performance evaluation of cognitive spectrum sensing, based on energy detector, for fading channels.  ...  Rayleigh, Rice, Nakagami-m and Lognormal fading channels are considered, and the results favor the use of ED when the channel is subject to Lognormal fading.  ...  Acknowledgements The authors would like to express their thanks to COPELE, Iecom, CEAR/UFPB, Capes and CNPq for the financial support of this work.  ... 
doi:10.1016/j.procs.2015.09.095 fatcat:k5tbeuioivfydo7yrhycrfw6du

Breaking Spectrum Gridlock With Cognitive Radios: An Information Theoretic Perspective

A. Goldsmith, S.A. Jafar, I. Maric, S. Srinivasa
2009 Proceedings of the IEEE  
This information theoretic survey provides guidelines for the spectral efficiency gains possible through cognitive radios, as well as practical design ideas to mitigate the coexistence challenges in today's  ...  This side information typically comprises knowledge about the activity, channels, codebooks and/or messages of other nodes with which the cognitive node shares the spectrum.  ...  Before launching into capacity results for these three cognitive radio networks, we will first review capacity results for the interference channel.  ... 
doi:10.1109/jproc.2009.2015717 fatcat:rvnkortxtneb7loisy6ceeriwy

Distributed Fuzzy Optimal Spectrum Sensing In Cognitive Radio [article]

Dilip S. Aldar
2013 arXiv   pre-print
The reporting channels are not error free, which results corruption in the secondary's decision or information due to multipath fading and shadowing.  ...  The cognitive radios must detect the existence of the primary user and vacate the band for the primary immediately if the primary user detected.  ...  As shown in Fig.3 the energy statistics of three secondary users are CR1=56.9, CR2=82.2, CR3=85.8 respectively, and the optimal decision is observed at 0.695, for Information Fusion strategy.  ... 
arXiv:1303.2169v1 fatcat:styp4bgnvvbdrob34h7iio5ytu

Adaptive Channel Allocation Spectrum Etiquette for Cognitive Radio Networks

Nie Nie, Cristina Comaniciu
2006 Journal on spesial topics in mobile networks and applications  
In this work, we propose a game theoretic framework to analyze the behavior of cognitive radios for distributed adaptive channel allocation.  ...  Based on the utility definition for cooperative users, we show that the channel allocation problem can be formulated as a potential game, and thus converges to a deterministic channel allocation Nash equilibrium  ...  In this work, we propose a game theoretic formulation of the adaptive channel allocation problem for cognitive radios.  ... 
doi:10.1007/s11036-006-0049-y fatcat:6cwiv2kla5hwpdbu5q2zp4gggq

Special issue on multi-terminal information theory

Andrew Thangaraj, Srikrishna Bhashyam
2013 International Journal of Advances in Engineering Sciences and Applied Mathematics  
The fifth paper titled "Multiuser cognitive radio networks: An information-theoretic perspective" derives achievable rate regions and outer bounds for three-user interference channels where the transmitters  ...  Recent results on physical layer network coding schemes for two-way and three-way relaying are reviewed and open problems in the multiway scenario are presented.  ...  The fifth paper titled ''Multiuser cognitive radio networks: An information-theoretic perspective'' derives achievable rate regions and outer bounds for three-user interference channels where the transmitters  ... 
doi:10.1007/s12572-013-0085-3 fatcat:uxhdwmsjljh4pbmymajetfhyy4

Practical Coding Schemes for Cognitive Overlay Radios [article]

Ernest Kurniawan, Andrea Goldsmith, Stefano Rini
2012 arXiv   pre-print
Inspired by information theoretical results, we develop a coding strategy for each of the three parameter regimes where capacity is known.  ...  We develop practical coding schemes for the cognitive overlay radios as modeled by the cognitive interference channel, a variation of the classical two user interference channel where one of the transmitters  ...  ACKNOWLEDGMENT The authors would like to thank Professor Gerhard Kramer for valuable discussions that helped to greatly improve the paper.  ... 
arXiv:1203.4844v2 fatcat:volpump5xfefvgisbdn3op7aby

Multi-Band Spectrum Allocation Algorithm Based on First-Price Sealed Auction

Zijuan Shi, Gaofeng Luo
2017 Cybernetics and Information Technologies  
Multi-item highest price sealed auction was designed for cognitive wireless networks'multi-band spectrum allocation algorithm.  ...  Auction is often applied in cognitive wireless networks due to its fairness properties and efficiency.  ...  Similarly, when the competition is very severe, 16 users all participate in bidding for the channels of SO1, and then the revenue is near the theoretical maximum.  ... 
doi:10.1515/cait-2017-0008 fatcat:w2ege2ihofgbhjrel5qoscspju
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