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2020 | OriginalPaper | Chapter

On a New Quantization Algorithm for Secondary User Scheduling in 5G Network

Authors : Ayman Massaoudi, Noura Sellami, Mohamed Siala

Published in: Distributed Computing for Emerging Smart Networks

Publisher: Springer International Publishing

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Abstract

Opportunistic beamforming (OB) has been investigated in the 5th generation (5G) network to jointly maximize the sum rate of the secondary network and minimize the interference induced to the primary users. In this paper, we consider the cognitive radio context and we investigate the problem of SINR (signal to interference plus noise ratio) quantization in secondary network. Based on OB, we propose a suitable quantization scheme that minimizes the secondary system throughput loss due to the quantization. Via theoretical analysis and Matlab simulations, we demonstrate that our proposed algorithm attains maximum sum rate and outperforms others schemes proposed in the literature.

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Footnotes
1
independent and identically distributed.
 
2
Frequency Division Duplex.
 
Literature
2.
go back to reference Massaoudi, A., Sellami, N., Siala, M.: Scheduling scheme for cognitive radio networks with imperfect channel knowledge. In: PIMRC, pp. 3145–3149 (2013) Massaoudi, A., Sellami, N., Siala, M.: Scheduling scheme for cognitive radio networks with imperfect channel knowledge. In: PIMRC, pp. 3145–3149 (2013)
3.
go back to reference Massaoudi, A., Sellami, N., Siala, M.: A multi-threshold feedback scheme for cognitive radio networks based on opportunistic beamforming. In: The 22nd European Signal Processing Conference (EUSIPCO) (2014) Massaoudi, A., Sellami, N., Siala, M.: A multi-threshold feedback scheme for cognitive radio networks based on opportunistic beamforming. In: The 22nd European Signal Processing Conference (EUSIPCO) (2014)
8.
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10.
go back to reference Yang, H.C., Lu, P., Sung, H.K., chai Ko, Y.: Exact sum-rate analysis of MIMO broadcast channels with random unitary beamforming based on quantized SINR feedback. In: ICC, pp. 3669–3673 (2008) Yang, H.C., Lu, P., Sung, H.K., chai Ko, Y.: Exact sum-rate analysis of MIMO broadcast channels with random unitary beamforming based on quantized SINR feedback. In: ICC, pp. 3669–3673 (2008)
11.
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13.
Metadata
Title
On a New Quantization Algorithm for Secondary User Scheduling in 5G Network
Authors
Ayman Massaoudi
Noura Sellami
Mohamed Siala
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-40131-3_6

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