Optimal Downlink and Uplink Fractional Frequency Reuse in Cellular Wireless Networks

Densely deployed cellular wireless networks, which employ small cell technology, are being widely implemented. Mitigating the impact of inter- and intracell signal interferences induced by the operations of these networks is a challenging yet essential task. In this paper, we consider adaptive rate...

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Published inIEEE transactions on vehicular technology Vol. 65; no. 4; pp. 2295 - 2308
Main Authors Hung-Bin Chang, Rubin, Izhak
Format Journal Article
LanguageEnglish
Published New York IEEE 01.04.2016
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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Abstract Densely deployed cellular wireless networks, which employ small cell technology, are being widely implemented. Mitigating the impact of inter- and intracell signal interferences induced by the operations of these networks is a challenging yet essential task. In this paper, we consider adaptive rate scheduling for a transmitting node, regardless of whether it is a base station (BS) or a mobile user. We aim to maximize the system's throughput through the employment of fractional frequency reuse (FFR) schemes. Each BS employs either an omnidirectional or a directional antenna system. We derive the optimal configuration of the FFR scheme and evaluate the ensuing system's performance behavior under absolute and proportional fairness requirements. To maximize the attained throughput by mobiles, we determine the best method to use to classify cell users into interior and edge mobiles. The bandwidth levels allocated for serving interior and edge mobiles are optimized. We derive approximate closed-form mathematical expressions for calculating the probability distributions of the interference signal levels measured at the destined receivers. We account for the impact of the classification process on intercell interference power levels. Under an absolute fairness requirement, we show that optimally configured FFR schemes lead to much enhanced performance. We show that the optimally configured directional-FFR schemes increase the throughput capacity by a factor of about 60% relative to that obtained by using optimal omnidirectional-FFR schemes. The analyses and simulation results presented in this paper serve to characterize the performance behavior attainable by using such small cell deployed cellular wireless network systems when employing the underlying configurations.
AbstractList Densely deployed cellular wireless networks, which employ small cell technology, are being widely implemented. Mitigating the impact of inter- and intracell signal interferences induced by the operations of these networks is a challenging yet essential task. In this paper, we consider adaptive rate scheduling for a transmitting node, regardless of whether it is a base station (BS) or a mobile user. We aim to maximize the system's throughput through the employment of fractional frequency reuse (FFR) schemes. Each BS employs either an omnidirectional or a directional antenna system. We derive the optimal configuration of the FFR scheme and evaluate the ensuing system's performance behavior under absolute and proportional fairness requirements. To maximize the attained throughput by mobiles, we determine the best method to use to classify cell users into interior and edge mobiles. The bandwidth levels allocated for serving interior and edge mobiles are optimized. We derive approximate closed-form mathematical expressions for calculating the probability distributions of the interference signal levels measured at the destined receivers. We account for the impact of the classification process on intercell interference power levels. Under an absolute fairness requirement, we show that optimally configured FFR schemes lead to much enhanced performance. We show that the optimally configured directional-FFR schemes increase the throughput capacity by a factor of about 60% relative to that obtained by using optimal omnidirectional-FFR schemes. The analyses and simulation results presented in this paper serve to characterize the performance behavior attainable by using such small cell deployed cellular wireless network systems when employing the underlying configurations.
Densely deployed cellular wireless networks, which employ small cell technology, are being widely implemented. Mitigating the impact of inter- and intracell signal interferences induced by the operations of these networks is a challenging yet essential task. In this paper, we consider adaptive rate scheduling for a transmitting node, regardless of whether it is a base station (BS) or a mobile user. We aim to maximize the syste's throughput through the employment of fractional frequency reuse (FFR) schemes. Each BS employs either an omnidirectional or a directional antenna system. We derive the optimal configuration of the FFR scheme and evaluate the ensuing syste's performance behavior under absolute and proportional fairness requirements. To maximize the attained throughput by mobiles, we determine the best method to use to classify cell users into interior and edge mobiles. The bandwidth levels allocated for serving interior and edge mobiles are optimized. We derive approximate closed-form mathematical expressions for calculating the probability distributions of the interference signal levels measured at the destined receivers. We account for the impact of the classification process on intercell interference power levels. Under an absolute fairness requirement, we show that optimally configured FFR schemes lead to much enhanced performance. We show that the optimally configured directional-FFR schemes increase the throughput capacity by a factor of about 60% relative to that obtained by using optimal omnidirectional-FFR schemes. The analyses and simulation results presented in this paper serve to characterize the performance behavior attainable by using such small cell deployed cellular wireless network systems when employing the underlying configurations.
Author Rubin, Izhak
Hung-Bin Chang
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Cites_doi 10.1109/ISCC.2009.5202320
10.1016/j.peva.2009.08.001
10.1109/WiCom.2008.166
10.1109/WCNC.2012.6214087
10.1109/TWC.2011.051311.100393
10.1109/WCL.2013.072613.130446
10.1109/GLOCOM.2007.845
10.1109/LCOMM.2011.030311.101871
10.1109/TVT.2013.2284337
10.1109/MWC.2013.6507402
10.1109/ICC.2009.5198612
10.1109/TWC.2013.040413.120676
10.1109/VTCFall.2013.6692228
10.1017/CBO9780511810336
10.1109/TWC.2008.060458.
10.1109/GLOCOM.2010.5683973
10.1109/VETECF.2008.381
10.1109/TWC.2012.061912.110655
10.1109/TWC.2010.03.090521
10.1109/VETECS.2005.1543252
10.1109/PIMRC.2007.4394228
10.1109/VETECS.2005.1543738
10.1109/TCOMM.2013.031213.120260
10.1109/TWC.2013.050313.120160
10.1109/WMNC.2012.6416137
10.1109/25.917918
10.1109/CISS.2010.5464705
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References ref35
hashima (ref23) 0
ref12
ref15
ref36
ref14
ref31
ref30
ref33
ref11
ghosh (ref29) 2010
ref32
ref10
(ref1) 2005
ref17
ref16
ref19
ref18
ref24
ref26
ref25
zhang (ref13) 0
(ref28) 2010
ref22
ref21
series (ref37) 2009
(ref2) 2012
ref8
ref7
ref9
ref4
ref3
ref6
ref5
chang (ref20) 0
davis (ref34) 2007
(ref27) 2011
References_xml – year: 2010
  ident: ref28
  article-title: Technical specification group radio access network; Evolved Universal Terrestrial Radio Access (E-UTRA); Further advancements for E-UTRA physical layer aspects (Release 9)
– year: 2011
  ident: ref27
  article-title: Technical specification group radio access network; introduction of the Multimedia Broadcast Multicast Service (MBMS) in the radio access networks; Stage 2 (Release 10) (Pages: 28-29)
– ident: ref18
  doi: 10.1109/ISCC.2009.5202320
– start-page: 839
  year: 0
  ident: ref23
  article-title: Performance analysis of uplink fractional frequency reuse using worst case signal to interference ratio
  publication-title: Proc IEEE SAI
– ident: ref33
  doi: 10.1016/j.peva.2009.08.001
– ident: ref15
  doi: 10.1109/WiCom.2008.166
– ident: ref12
  doi: 10.1109/WCNC.2012.6214087
– ident: ref7
  doi: 10.1109/TWC.2011.051311.100393
– ident: ref22
  doi: 10.1109/WCL.2013.072613.130446
– ident: ref32
  doi: 10.1109/GLOCOM.2007.845
– ident: ref10
  doi: 10.1109/LCOMM.2011.030311.101871
– ident: ref21
  doi: 10.1109/TVT.2013.2284337
– ident: ref5
  doi: 10.1109/MWC.2013.6507402
– ident: ref3
  doi: 10.1109/ICC.2009.5198612
– start-page: 1166
  year: 0
  ident: ref20
  article-title: Optimal fair downlink fractional frequency reuse for cellular wireless networks
  publication-title: Proc IEEE Globecom Workshop
– ident: ref26
  doi: 10.1109/TWC.2013.040413.120676
– ident: ref36
  doi: 10.1109/VTCFall.2013.6692228
– year: 2010
  ident: ref29
  publication-title: Fundamentals of LTE
– ident: ref30
  doi: 10.1017/CBO9780511810336
– ident: ref14
  doi: 10.1109/TWC.2008.060458.
– ident: ref17
  doi: 10.1109/GLOCOM.2010.5683973
– year: 2012
  ident: ref2
  article-title: Technical specification group radio access network; Evolved Universal Terrestrial Radio Access (E-UTRA); Stage 2 (Release 11) (Pages:78-82)
– year: 2007
  ident: ref34
  publication-title: Methods of Numerical Integration
– ident: ref9
  doi: 10.1109/VETECF.2008.381
– ident: ref8
  doi: 10.1109/TWC.2012.061912.110655
– ident: ref25
  doi: 10.1109/TWC.2010.03.090521
– year: 2009
  ident: ref37
  article-title: Guidelines for evaluation of radio interface technologies for IMT-Advanced
– ident: ref35
  doi: 10.1109/VETECS.2005.1543252
– ident: ref16
  doi: 10.1109/PIMRC.2007.4394228
– ident: ref31
  doi: 10.1109/VETECS.2005.1543738
– ident: ref19
  doi: 10.1109/TCOMM.2013.031213.120260
– ident: ref6
  doi: 10.1109/TWC.2013.050313.120160
– ident: ref11
  doi: 10.1109/WMNC.2012.6416137
– ident: ref24
  doi: 10.1109/25.917918
– start-page: 270
  year: 0
  ident: ref13
  article-title: Inter-cell interference coordination based on softer frequency reuse in OFDMA cellular systems
  publication-title: Proc IEEE ICNNSP
– ident: ref4
  doi: 10.1109/CISS.2010.5464705
– year: 2005
  ident: ref1
  article-title: Soft frequency reuse scheme for UTRAN LTE WG1
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Snippet Densely deployed cellular wireless networks, which employ small cell technology, are being widely implemented. Mitigating the impact of inter- and intracell...
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SubjectTerms Absolute and Pro- portional Fairness
Adaptive Rate Scheduling
Bandwidth
Cellular
Classification
Directional Antenna
Downlink
Downlink/Uplink transmissions
Exact solutions
Fluid Model
Fractional Frequency Reuse
Frequency reuse
Interference
Mathematical analysis
Mobile communication
Optimization
Signal to noise ratio
Spectral Efficiency
Throughput
Uplink
Wireless networks
Title Optimal Downlink and Uplink Fractional Frequency Reuse in Cellular Wireless Networks
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