Cluster-based spectrum sensing scheme in heterogeneous network

Mohammad Kamrul Hasan, Ahmad Fadzil Ismail, Aisha Hassan Abdalla, H. A.M. Ramli, Shayla Islam, Wahidah Hashim, Khairayu Badron

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

In OFDM based Heterogeneous Networks (HetNet) deploying femtocells (HeNodeBs) causes’ inter-cell interference in uplink as well as downlink. Spectrum allocation is one of the technique as many researcher identified. However, using frequency reuse/cognitive system for dynamic spectrum reallocation is also a challenging issues. Therefore, this paper focuses on unused spectrum sensing (SS) through proposing cluster-based spectrum sensing for OFDM based two-tier HetNets. The proposed SS scheme adopted the basic model of energy detector and compared with cooperative spectrum sensing scheme. In the proposed scheme, the energy detection model is extended into multiple channel detection model. To detect spectrums from nearby macrocell (macro-eNodeB) HeNodeBs are grouped into cluster. A cluster formation algorithm is also proposed in where, cluster head (CH) and signaling node (SN) will detect implies the multi-channel SS technique. The simulation results demonstrate that the proposed scheme can improve the spectrum detection with minimum error. The performance of the proposed scheme is evaluated in Monte Carlo simulation validate the scheme performance.

Original languageEnglish
Title of host publicationTheory and Applications of Applied Electromagnetics, APPEIC 2014
EditorsMohd Azlishah Othman, Mohamad Zoinol Abidin Abd. Aziz, Mohd Fareq Abd Malek, Hamzah Asyrani Sulaiman
PublisherSpringer Verlag
Pages1-11
Number of pages11
ISBN (Print)9783319172682
DOIs
Publication statusPublished - 01 Jan 2015
Event1st Applied Electromagnetic International Conference, APPEIC 2014 - Bandung, Indonesia
Duration: 16 Dec 201418 Dec 2014

Publication series

NameLecture Notes in Electrical Engineering
Volume344
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Other

Other1st Applied Electromagnetic International Conference, APPEIC 2014
CountryIndonesia
CityBandung
Period16/12/1418/12/14

Fingerprint

Heterogeneous networks
Orthogonal frequency division multiplexing
Cognitive systems
Femtocell
Macros
Detectors

All Science Journal Classification (ASJC) codes

  • Industrial and Manufacturing Engineering

Cite this

Hasan, M. K., Ismail, A. F., Abdalla, A. H., Ramli, H. A. M., Islam, S., Hashim, W., & Badron, K. (2015). Cluster-based spectrum sensing scheme in heterogeneous network. In M. A. Othman, M. Z. A. Abd. Aziz, M. F. A. Malek, & H. A. Sulaiman (Eds.), Theory and Applications of Applied Electromagnetics, APPEIC 2014 (pp. 1-11). (Lecture Notes in Electrical Engineering; Vol. 344). Springer Verlag. https://doi.org/10.1007/978-3-319-17269-9_1
Hasan, Mohammad Kamrul ; Ismail, Ahmad Fadzil ; Abdalla, Aisha Hassan ; Ramli, H. A.M. ; Islam, Shayla ; Hashim, Wahidah ; Badron, Khairayu. / Cluster-based spectrum sensing scheme in heterogeneous network. Theory and Applications of Applied Electromagnetics, APPEIC 2014. editor / Mohd Azlishah Othman ; Mohamad Zoinol Abidin Abd. Aziz ; Mohd Fareq Abd Malek ; Hamzah Asyrani Sulaiman. Springer Verlag, 2015. pp. 1-11 (Lecture Notes in Electrical Engineering).
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abstract = "In OFDM based Heterogeneous Networks (HetNet) deploying femtocells (HeNodeBs) causes’ inter-cell interference in uplink as well as downlink. Spectrum allocation is one of the technique as many researcher identified. However, using frequency reuse/cognitive system for dynamic spectrum reallocation is also a challenging issues. Therefore, this paper focuses on unused spectrum sensing (SS) through proposing cluster-based spectrum sensing for OFDM based two-tier HetNets. The proposed SS scheme adopted the basic model of energy detector and compared with cooperative spectrum sensing scheme. In the proposed scheme, the energy detection model is extended into multiple channel detection model. To detect spectrums from nearby macrocell (macro-eNodeB) HeNodeBs are grouped into cluster. A cluster formation algorithm is also proposed in where, cluster head (CH) and signaling node (SN) will detect implies the multi-channel SS technique. The simulation results demonstrate that the proposed scheme can improve the spectrum detection with minimum error. The performance of the proposed scheme is evaluated in Monte Carlo simulation validate the scheme performance.",
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Hasan, MK, Ismail, AF, Abdalla, AH, Ramli, HAM, Islam, S, Hashim, W & Badron, K 2015, Cluster-based spectrum sensing scheme in heterogeneous network. in MA Othman, MZA Abd. Aziz, MFA Malek & HA Sulaiman (eds), Theory and Applications of Applied Electromagnetics, APPEIC 2014. Lecture Notes in Electrical Engineering, vol. 344, Springer Verlag, pp. 1-11, 1st Applied Electromagnetic International Conference, APPEIC 2014, Bandung, Indonesia, 16/12/14. https://doi.org/10.1007/978-3-319-17269-9_1

Cluster-based spectrum sensing scheme in heterogeneous network. / Hasan, Mohammad Kamrul; Ismail, Ahmad Fadzil; Abdalla, Aisha Hassan; Ramli, H. A.M.; Islam, Shayla; Hashim, Wahidah; Badron, Khairayu.

Theory and Applications of Applied Electromagnetics, APPEIC 2014. ed. / Mohd Azlishah Othman; Mohamad Zoinol Abidin Abd. Aziz; Mohd Fareq Abd Malek; Hamzah Asyrani Sulaiman. Springer Verlag, 2015. p. 1-11 (Lecture Notes in Electrical Engineering; Vol. 344).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Hasan, Mohammad Kamrul

AU - Ismail, Ahmad Fadzil

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AU - Hashim, Wahidah

AU - Badron, Khairayu

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AB - In OFDM based Heterogeneous Networks (HetNet) deploying femtocells (HeNodeBs) causes’ inter-cell interference in uplink as well as downlink. Spectrum allocation is one of the technique as many researcher identified. However, using frequency reuse/cognitive system for dynamic spectrum reallocation is also a challenging issues. Therefore, this paper focuses on unused spectrum sensing (SS) through proposing cluster-based spectrum sensing for OFDM based two-tier HetNets. The proposed SS scheme adopted the basic model of energy detector and compared with cooperative spectrum sensing scheme. In the proposed scheme, the energy detection model is extended into multiple channel detection model. To detect spectrums from nearby macrocell (macro-eNodeB) HeNodeBs are grouped into cluster. A cluster formation algorithm is also proposed in where, cluster head (CH) and signaling node (SN) will detect implies the multi-channel SS technique. The simulation results demonstrate that the proposed scheme can improve the spectrum detection with minimum error. The performance of the proposed scheme is evaluated in Monte Carlo simulation validate the scheme performance.

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T3 - Lecture Notes in Electrical Engineering

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BT - Theory and Applications of Applied Electromagnetics, APPEIC 2014

A2 - Othman, Mohd Azlishah

A2 - Abd. Aziz, Mohamad Zoinol Abidin

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PB - Springer Verlag

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Hasan MK, Ismail AF, Abdalla AH, Ramli HAM, Islam S, Hashim W et al. Cluster-based spectrum sensing scheme in heterogeneous network. In Othman MA, Abd. Aziz MZA, Malek MFA, Sulaiman HA, editors, Theory and Applications of Applied Electromagnetics, APPEIC 2014. Springer Verlag. 2015. p. 1-11. (Lecture Notes in Electrical Engineering). https://doi.org/10.1007/978-3-319-17269-9_1