Secondary user access based on stochastic link estimation in cognitive radio with fibre-connected distributed antennas
In this study, the authors consider the application of a system architecture called cognitive radio (CR) with fibre-connected distributed antennas in IEEE 802.22 wireless regional area networks (WRANs) as it could bring the benefits of much shorter wireless transmission distances, lower transmission...
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| Published in: | IET communications Vol. 7; no. 8; pp. 731 - 737 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
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Stevenage
The Institution of Engineering and Technology
01.05.2013
John Wiley & Sons, Inc |
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| ISSN: | 1751-8628, 1751-8636 |
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| Abstract | In this study, the authors consider the application of a system architecture called cognitive radio (CR) with fibre-connected distributed antennas in IEEE 802.22 wireless regional area networks (WRANs) as it could bring the benefits of much shorter wireless transmission distances, lower transmission power and the possibility of utilising multi-antenna transmission techniques. In this architecture, the authors study the secondary user (SU) access problem in uplink, where the SU to primary user (PU) link estimation is subject to random errors because PU could not assist link estimation of SU. This SU access problem is divided into two parts: antenna selection and access control. Thus, first antenna selection problem is modelled as a restless bandit problem, which is solved by the primal-dual index heuristic algorithm based on first order relaxation. In addition, the access control problem is modelled as a stochastic knapsack (SASK) problem with random weight, and then relaxed to be a deterministic second order cone programming problem. With the deduced upper bound, the access control problem is solved by the branch and bound algorithm, which yields the SU access based on SASK scheme. Simulation results illustrate the significant performance improvement of SASK scheme, compared with existing SU access methods. |
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| AbstractList | In this study, the authors consider the application of a system architecture called cognitive radio (CR) with fibre-connected distributed antennas in IEEE 802.22 wireless regional area networks (WRANs) as it could bring the benefits of much shorter wireless transmission distances, lower transmission power and the possibility of utilising multi-antenna transmission techniques. In this architecture, the authors study the secondary user (SU) access problem in uplink, where the SU to primary user (PU) link estimation is subject to random errors because PU could not assist link estimation of SU. This SU access problem is divided into two parts: antenna selection and access control. Thus, first antenna selection problem is modelled as a restless bandit problem, which is solved by the primal-dual index heuristic algorithm based on first order relaxation. In addition, the access control problem is modelled as a stochastic knapsack (SASK) problem with random weight, and then relaxed to be a deterministic second order cone programming problem. With the deduced upper bound, the access control problem is solved by the branch and bound algorithm, which yields the SU access based on SASK scheme. Simulation results illustrate the significant performance improvement of SASK scheme, compared with existing SU access methods. In this study, the authors consider the application of a system architecture called cognitive radio (CR) with fibre-connected distributed antennas in IEEE 802.22 wireless regional area networks (WRANs) as it could bring the benefits of much shorter wireless transmission distances, lower transmission power and the possibility of utilising multi-antenna transmission techniques. In this architecture, the authors study the secondary user (SU) access problem in uplink, where the SU to primary user (PU) link estimation is subject to random errors because PU could not assist link estimation of SU. This SU access problem is divided into two parts: antenna selection and access control. Thus, first antenna selection problem is modelled as a restless bandit problem, which is solved by the primal-dual index heuristic algorithm based on first order relaxation. In addition, the access control problem is modelled as a stochastic knapsack (SASK) problem with random weight, and then relaxed to be a deterministic second order cone programming problem. With the deduced upper bound, the access control problem is solved by the branch and bound algorithm, which yields the SU access based on SASK scheme. Simulation results illustrate the significant performance improvement of SASK scheme, compared with existing SU access methods. [PUBLICATION ABSTRACT] |
| Author | Leung, Victor C.M Ji, Hong Ge, Wendong Li, Xi |
| Author_xml | – sequence: 1 givenname: Wendong surname: Ge fullname: Ge, Wendong email: gwd77777@gmail.com organization: 4Institute of Automation, Chinese Academy of Sciences, Beijing 100190, People's Republic of China – sequence: 2 givenname: Hong surname: Ji fullname: Ji, Hong organization: 2School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, People's Republic of China – sequence: 3 givenname: Xi surname: Li fullname: Li, Xi organization: 2School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, People's Republic of China – sequence: 4 givenname: Victor C.M surname: Leung fullname: Leung, Victor C.M organization: 3Department of Electrical and Computer Engineering, the University of British Columbia, Vancouver, Canada, BC V6T 1Z4 |
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| DOI | 10.1049/iet-com.2012.0627 |
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| Keywords | radio links WRAN transmission power fibre-connected distributed antenna second order cone programming problem stochastic link estimation primal-dual index heuristic algorithm secondary user access antennas IEEE 802.22 wireless regional area networks stochastic knapsack problem antenna selection knapsack problems wireless transmission distance restless bandit problem multiantenna transmission technique secondary user cognitive radio first order relaxation access control IEEE standards stochastic processes SASK problem SU access problem |
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| SubjectTerms | Access control antenna selection Antennas Architecture Cognitive radio fibre‐connected distributed antenna first order relaxation IEEE 802.22 wireless regional area networks IEEE standards knapsack problems Links multiantenna transmission technique Plutonium primal‐dual index heuristic algorithm radio links Random errors restless bandit problem SASK problem second order cone programming problem secondary user secondary user access stochastic knapsack problem stochastic link estimation stochastic processes Stochasticity SU access problem transmission power wireless transmission distance WRAN |
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| Title | Secondary user access based on stochastic link estimation in cognitive radio with fibre-connected distributed antennas |
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