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Different Resource Allocation Schemes
         In Femtocell Network

              Toha Ardi Nugraha
Overview

• Introduction
• System Model
   – OFDMA-System (sub carrier)
   – Using Fractional Frequency Reuse (Interference Control)
   – Resource Allocation Scheme


• Simulation Result
   – Throughput (cell edge and total)


• Conclusion
Introduction

Problems
• The growth of mobile subscribers increase the number of data traffic.
• Weak network signal in the building/home (indoor areas).
• In other case, subscribers in the cell edge are usually not getting good
  signal from serving macro cell.

Solution
• That condition will be improved
  by using the femtocell.
    – Problems
    ; Co Channel Interferences

                                                  [Pic] Small Cell/Femto Forum
Proposes
Subcarrier allocation by using difference reuse schemes.
Fractional Frequency Reuse (FFR)

•    OFDMA-based (Sub Carrier)
•    FFR (Fractional Frequency Reuse) is one effective solution of inter-cell
     interference control.
•    FFR can control the interference in cell edges to enhance the frequency
     reuse factor and performance in the cell edges.

                          Cell Center                                        Cell Center                                        Cell Center



    Power                                     Cell 1   Power                                     Cell 1   Power                                     Cell 1


                                        Frequency                                          Frequency                                          Frequency
            Cell Edge                                          Cell Edge                                          Cell Edge


                    Total System                                       Total System                                       Total System
                        BW                                                 BW                                                 BW
System Model
System Model

The allocation of subcarriers use two scenarios
   A. Macro Reuse only (M-Reuse)
   B. Macro-Femto Reuse (MF-Reuse).
System Model
• Formula (SINR)



Where m is the macro cell users and k is the sub-carrier.    and
are transmit power of serving and neighbor macrocell                . in the
subcarrier k.         is the channel gain between macro user m and neighbor
femtocell F in the sub-carrier k.

For No is the white noise power spectral density, and      is the subcarrier
spacing.

PLind =                             where
•   Lwalls=7 dB, if d in(0-10m)
•   Lwalls=10 dB, if d in(10-20m)
•   Lwalls=15 dB, if d in(20-30m)
System Model

• Model Propagation Outdoor (SUI)



Where do = 100 m,        = wavelength, d = cell radius, and s = shadow
fading.

And calculation of the capacity of macrocell users can be written as;


Where is a constant of Bit Error Rate (BER) and can be defined
  = -1.5/ln (5BER).

So, the setting of BER is 10-6.
System Model

• Throughput


Where            represents the sub-carrier assignment for macrocell users.
When         = 1 means that sub-carrier k is assigned to macrocell user .

Otherwise,         = 0. From the characteristics of the OFDMA-system, each sub-carrier
is allocated only one macro user in a macrocell in every time slot.

This implies that



Where      is the number of macro users in a macrocell. Similar expression is used for
femtocell.
Simulation Result : Throughput in Cell Edge

Throughput vs. Number of femtocell, for different resource
allocation and schemes in the cell edge

                                                 Based on the simulation, M-Reuse
                                                 scheme had higher interference
                                                 than the proposed scheme (MF-
                                                 Reuse).

                                                 MF-Reuse2a (50% BA for macrocell, and
                                                 the other BA for each femtocell) is the
                                                 effective scheme to increase
                                                 performance but in the cell edge.


                                                 (increases throughput gradually
                                                 amount 20 percent every adding
                                                 five femtocells)
Simulation Result : Total Throughput

Total Throughput vs. Number of femtocell, for different resource
allocation and schemes in the cell


For the total throughput,
Macro-Femto Reuse (2b schemes,
40% BA for macrocell, and 20% BA
for each femtocell)
is the best performance for the
network compared with the
other scheme.
Conclusion

• Resource allocation schemes can provide a solution to
  improve the network performances

• The best result reuse scheme based on the simulation is
  about 20 percent of total bandwidth allocated for each
  femtocell in the cell.
References

1.   M. Assaad, “Optimal Fractional Frequency reuse (FFR) in Multicellular Of
     dma System,” in Vehicular Technology Conference, 2008. VTC 2008-Fall. I
     EEE 68th, Sept 2008, pp. 1–5.
2.   A. Dalal, H. Li, and D. Agrawal, “A Novel Multi-cell Ofdma System Structur
     e Using Fractional Frequency Reuse,” in Personal, Indoor and Mobile Radi
     o Communications, 2007. PIMRC 2007. IEEE 18th Inter-national Symposi
     um on, Sept 2007, pp. 1–5.
3.   L. Poongup, L. Taeyoung, J. Jangkeu, and S. Jitae, “Interference Managem
     ent In LTE Femtocell Systems Using Fractional Frequency Reuse,” in Adva
     nced Communication Technology (ICACT), Feb 2010, pp. 1047–1051.

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Different Resource Allocation Schemes Improve Femtocell Network Performance

  • 1. Different Resource Allocation Schemes In Femtocell Network Toha Ardi Nugraha
  • 2. Overview • Introduction • System Model – OFDMA-System (sub carrier) – Using Fractional Frequency Reuse (Interference Control) – Resource Allocation Scheme • Simulation Result – Throughput (cell edge and total) • Conclusion
  • 3. Introduction Problems • The growth of mobile subscribers increase the number of data traffic. • Weak network signal in the building/home (indoor areas). • In other case, subscribers in the cell edge are usually not getting good signal from serving macro cell. Solution • That condition will be improved by using the femtocell. – Problems ; Co Channel Interferences [Pic] Small Cell/Femto Forum Proposes Subcarrier allocation by using difference reuse schemes.
  • 4. Fractional Frequency Reuse (FFR) • OFDMA-based (Sub Carrier) • FFR (Fractional Frequency Reuse) is one effective solution of inter-cell interference control. • FFR can control the interference in cell edges to enhance the frequency reuse factor and performance in the cell edges. Cell Center Cell Center Cell Center Power Cell 1 Power Cell 1 Power Cell 1 Frequency Frequency Frequency Cell Edge Cell Edge Cell Edge Total System Total System Total System BW BW BW
  • 6. System Model The allocation of subcarriers use two scenarios A. Macro Reuse only (M-Reuse) B. Macro-Femto Reuse (MF-Reuse).
  • 7. System Model • Formula (SINR) Where m is the macro cell users and k is the sub-carrier. and are transmit power of serving and neighbor macrocell . in the subcarrier k. is the channel gain between macro user m and neighbor femtocell F in the sub-carrier k. For No is the white noise power spectral density, and is the subcarrier spacing. PLind = where • Lwalls=7 dB, if d in(0-10m) • Lwalls=10 dB, if d in(10-20m) • Lwalls=15 dB, if d in(20-30m)
  • 8. System Model • Model Propagation Outdoor (SUI) Where do = 100 m, = wavelength, d = cell radius, and s = shadow fading. And calculation of the capacity of macrocell users can be written as; Where is a constant of Bit Error Rate (BER) and can be defined = -1.5/ln (5BER). So, the setting of BER is 10-6.
  • 9. System Model • Throughput Where represents the sub-carrier assignment for macrocell users. When = 1 means that sub-carrier k is assigned to macrocell user . Otherwise, = 0. From the characteristics of the OFDMA-system, each sub-carrier is allocated only one macro user in a macrocell in every time slot. This implies that Where is the number of macro users in a macrocell. Similar expression is used for femtocell.
  • 10. Simulation Result : Throughput in Cell Edge Throughput vs. Number of femtocell, for different resource allocation and schemes in the cell edge Based on the simulation, M-Reuse scheme had higher interference than the proposed scheme (MF- Reuse). MF-Reuse2a (50% BA for macrocell, and the other BA for each femtocell) is the effective scheme to increase performance but in the cell edge. (increases throughput gradually amount 20 percent every adding five femtocells)
  • 11. Simulation Result : Total Throughput Total Throughput vs. Number of femtocell, for different resource allocation and schemes in the cell For the total throughput, Macro-Femto Reuse (2b schemes, 40% BA for macrocell, and 20% BA for each femtocell) is the best performance for the network compared with the other scheme.
  • 12. Conclusion • Resource allocation schemes can provide a solution to improve the network performances • The best result reuse scheme based on the simulation is about 20 percent of total bandwidth allocated for each femtocell in the cell.
  • 13. References 1. M. Assaad, “Optimal Fractional Frequency reuse (FFR) in Multicellular Of dma System,” in Vehicular Technology Conference, 2008. VTC 2008-Fall. I EEE 68th, Sept 2008, pp. 1–5. 2. A. Dalal, H. Li, and D. Agrawal, “A Novel Multi-cell Ofdma System Structur e Using Fractional Frequency Reuse,” in Personal, Indoor and Mobile Radi o Communications, 2007. PIMRC 2007. IEEE 18th Inter-national Symposi um on, Sept 2007, pp. 1–5. 3. L. Poongup, L. Taeyoung, J. Jangkeu, and S. Jitae, “Interference Managem ent In LTE Femtocell Systems Using Fractional Frequency Reuse,” in Adva nced Communication Technology (ICACT), Feb 2010, pp. 1047–1051.