Joint Scheduling and Power Allocation in Cognitive Radio Systems

Abstract : This paper investigates a joint spectrum scheduling and power allocation problem in Cognitive Radio (CR) network composed of several secondary (SU) and primary users (PU). The objective is to minimize the overall SU system power consumption (over several orthogonal frequency bands) under minimum Quality of Service (QoS) constraints, maximum peak and average interference to the PUs constraints. The main challenge lies in the non-convexity of the problem because of the discrete spectrum scheduling policies. We overcome this issue by considering a simpler and convex problem based on Lagrangian relaxation. It turns out that, this problem has discrete solutions which are the optimal solutions to our initial nonconvex problem. We propose an iterative sub-gradient algorithm to compute the optimal solution, when it exists, assuming that the channels are drawn randomly. In the case of symmetric systems, this algorithm is not suitable. Therefore, we study such a case for which we give an analytical solution. Several numerical results that sustain and give insight into the resolution of this problem are also provided.
Document type :
Conference papers
Complete list of metadatas

https://hal.archives-ouvertes.fr/hal-01180683
Contributor : Raouia Masmoudi <>
Submitted on : Monday, July 27, 2015 - 5:53:18 PM
Last modification on : Wednesday, July 24, 2019 - 1:14:33 AM

Identifiers

  • HAL Id : hal-01180683, version 1

Collections

Citation

Raouia Masmoudi, Elena Veronica Belmega, Inbar Fijalkow, Noura Sellami. Joint Scheduling and Power Allocation in Cognitive Radio Systems. IEEE International Workshop on Advances in Software Defined and Context Aware Cognitive Networks 2015 (IEEE SCAN-2015) in conjunction with IEEE ICC 2015, Jun 2015, Londres, United Kingdom. ⟨hal-01180683⟩

Share

Metrics

Record views

229