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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Parsaeefard, S. Sharafat, A.R. |
| Copyright Year | 1967 |
| Abstract | We investigate the problem of power allocation to secondary users (SUs) in underlay cognitive radio networks (CRNs), where the channel state information (CSI) pertaining to the link between an SU's transmitter and a primary user (PU) receiver is uncertain. To keep the interference of SUs to PUs below a given threshold under any realization of uncertainty in CSI, we utilize the robust optimization theory where uncertainty in CSI is defined by a bounded distance between its estimated and exact values, demonstrate that the convexity of allocating power to SUs is preserved, and show that it can be solved in a computationally efficient manner. Considering worst-case interference is a very conservative approach that, although protects PUs to the maximum extent, may cause undesirable and significant reductions in the SUs' throughput as well, which at many instances may not be necessary. Hence, when permissible, it is worthwhile to tradeoff between the robust worst-case interference control to PUs and the SUs' throughput. In doing so, we maintain the probability of violating the interference to PUs below a given threshold by applying the differential norm and the chance constrained approaches, both of which can be solved very efficiently via a water-filling-like formula. Simulation results show the effectiveness of our proposed approach. |
| Sponsorship | IEEE Vehicular Technology Society |
| Starting Page | 3731 |
| Ending Page | 3745 |
| Page Count | 15 |
| File Size | 637210 |
| File Format | |
| ISSN | 00189545 |
| Volume Number | 61 |
| Issue Number | 8 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-10-01 |
| Publisher Place | U.S.A. |
| Access Restriction | One Nation One Subscription (ONOS) |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Uncertainty Interference Robustness Optimization Throughput Receivers Resource management uncertainty region Chance constrained approach cognitive radio networks (CRNs) differential norm (D-norm) robust worst-case interference control robustness–optimality tradeoff |
| Content Type | Text |
| Resource Type | Article |
| Subject | Applied Mathematics Automotive Engineering Computer Networks and Communications Electrical and Electronic Engineering Aerospace Engineering |
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