Joint source and relay precoder design for MIMO-CRN
This paper investigates joint source and relay precoders design problem for a multi-input multi-output cognitive relay network (MIMO-CRN). A mathematical problem is formulated with the aim to maximize the energy efficiency (EE) of the secondary system, subject to transmit power constraints and inter...
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| Published in: | Physical communication Vol. 30; pp. 122 - 131 |
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| Main Authors: | , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier B.V
01.10.2018
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| Subjects: | |
| ISSN: | 1874-4907, 1876-3219 |
| Online Access: | Get full text |
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| Summary: | This paper investigates joint source and relay precoders design problem for a multi-input multi-output cognitive relay network (MIMO-CRN). A mathematical problem is formulated with the aim to maximize the energy efficiency (EE) of the secondary system, subject to transmit power constraints and interference constraints. The optimization is performed with respect to the source and relay precoding matrices. Such maximization problem is a challenging non-convex fractional programming problem, which is first divided into two sub-problems corresponding to each of the precoding matrices. Further, the tools of the fractional programming, augmented Lagrangian multiplier, and iterative optimization are employed to jointly design the source and relay precoding matrices. We also study the impact of minimum rate requirement of secondary user (SU) on the achievable EE by incorporating a quality-of-service (QoS) constraint in the problem formulation. The convergence and complexity analysis of the proposed scheme is presented. Numerical results are provided to show the effectiveness of the proposed scheme over other schemes. |
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| ISSN: | 1874-4907 1876-3219 |
| DOI: | 10.1016/j.phycom.2018.08.002 |