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Performance Evaluation of Femto-based HetNet
TSG-RAN WG1 Meeting #60 San Francisco, USA, February , 2010 R Performance Evaluation of Femto-based HetNet Agenda: 8.2.2 Source : Samsung Document for: Discussion and Decision
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Introduction Background
HetNet scenario priority was agreed in RAN1#59 Indoor HeNB clusters (as in TR [1]) Outdoor Hotzone cells (as in TR [1]) with configuration #1 and #4 Indoor Hotzone cells In HeNB scenarios, companies in [2][3][4][5] provided some results related with Macro UE dead-zone problem by evaluating wideband SINR distribution or user throughput. In [2], SINR distribution of Macro UEs was shown to be significantly degraded as the percentage of indoor Macro UEs increases, due to the increased interference signal level coming from HeNBs. Moreover, the evaluations in [4] [5] showed that Macro UE deadzone problem can be overcome by performing a power control method of HeNBs [4], frequency allocation, frequency selective scheduling, and beamforming [5]. This contribution evaluates femto-based HetNet system performance To assess the system performance, we first observe the wideband SINR distribution according to the change of deployment ratio of HeNBs. By applying fast-fading model, i.e., SCM, from the Macro eNB to Macro UE, the dead-zone problem of Macro UE is investigated by evaluating Macro UE throughput. To overcome the dead-zone problem, we observe the benefit of simple HeNB silencing method on Macro UE throughput. 2
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Simulation Scenarios and assumptions
This contribution compares performance for following scenarios: Scenario 1: Macro eNBs only Scenario 2: Macro eNBs + Home eNBs Scenario 3: Macro eNBs + Home eNBs with ICIC (TDM silencing) HetNet evaluation with dual-stripe model: downlink Macro eNB - Macro UE: 4x2 SU-MIMO with SCM urban macro with low angular spread Home eNB - Home UE: 1x1 SISO (Please see the Appendix for details of parameters) Macro system-level simulation parameters System Bandwidth 10 MHz (50 PRB) Subframe Length 1 ms Subband Size 50 PRB (wideband) Users per Sector 10 Scheduling Proportional fair with full bandwidth allocation Transmission Mode SU-MIMO Link Abstraction Exponential Effective SINR Mapping Modulation and Coding Schemes QPSK r = 1/8, 1/6, 1/5, 1/4, 1/3, 2/5, 1/2, 3/5, 2/3, 3/4, 5/6 16QAM r = 2/5, 1/2, 3/5, 2/3, 3/4, 5/6 64QAM r = 3/5, 2/3, 3/4, 4/5, 5/6, 6/7, 7/8, 8/9, 9/10 Receiver Type MMSE H-ARQ Chase combining, non-adaptive/asynchronous Feedback Wideband RI/Wideband PMI/Wideband CQI 4 bit CQI quantization with 1.6 dB SINR resolution LTE R8 PMI codebook 5 ms period, 6 ms delay Link Adaptation Target block error rate: 5% Outer-loop link adaptation: ACK +0.5/9 dB NACK -0.5 dB Overhead 3 symbols per subframe for control, LTE R8 CRS Home eNB cluster parameters N (number of cells per row ) 10 M (number of clusters per sector) 1 L (number of floors per cluster) R (deployment ratio ) 10/25/50/75/100 % P (activation ratio) 100 % Probability of Macro UE being indoors (%) 3 3
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Heterogeneous Network Layout
Cell layout snapshot Placement of Macro eNBs Two-tier Macro eNBs with 3-sector antennas are deployed A HeNB cluster with a single floor is placed in a macro sector area, as shown in figures below Cellular layout of two-tier Macro eNBs and Home eNBs Blue x : Macro UE (outside of Apt.) Red x : Macro UE (inside of Apt.) Red o : Home eNB Black * : Home UE 4 4
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Results 1 – Wideband SINR distributions
Macro/Home UE wideband SINR distribution: Scenario 2 Observations As deployment ratio (DR) increases, the geometry of Home UEs is drastically degraded due to the increase of interference level from HeNBs. Asymmetric shift is observed with dual-stripe model, which is different from [3]. However, the geometry of Macro UEs does not change significantly because a limited number of dominant HeNBs gives huge amount of interference and the remaining interference is negligible due to far distances and interior/exterior wall losses. Asymmetry due to interior/exterior wall losses from dual-stripe model 5
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Results 1 – Wideband SINR distributions (cont’d)
Macro UE + Home UE wideband SINR distribution: Scenario 2 Observations Size of coverage hole of Macro UE depends on the location of HeNB cluster Large coverage hole of Macro UE occurs if the HeNB cluster is deployed in the Macro cell edge. ICIC technique for Macro UE in dead-zone, i.e., victim UE, is necessary to ensure that the UE is able to work (Control channel BLER < -8 dB [4]). Different size of Macro UE coverage hole SINR (dB) 6
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Results 2 – Macro UE throughput
Macro UE w/o Home eNB ICIC: Scenarios 1 and 2 SU-MIMO based on LTE R8 codebook + PF with full bandwidth allocation Macro UE throughput Impact of HeNB deployment ratio: 5%, 10%, 20%, 30% and 40% Outage probability of Macro UE increases with an increase in deployment ratio. Macro UE throughput Cell Average 5% User Median User Outage Prob. DR 0% (Only Macro eNBs) 0.0% DR 5 % (-19.1%) (-57.3%) (-30.0%) 1.5% DR 10 % (-27.7%) (-77.8%) (-37.2%) 3.2% DR 20 % (-32.9%) 0.0 (-100.0%) (-41.7%) 10.0% DR 30 % (-35.1%) (-100.0%) (-44.2%) 10.1% DR 40 % (-35.2%) (-43.7%) 10.4% 7
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Results 3 – A simple ICIC technique
Macro UE w/ Home eNB ICIC: Scenarios 1 and 3 Home eNB ICIC Home eNB serves only one Home UE with closed subscriber group (CSG) policy If ICIC function is not working with Home eNB, the Macro UE can not be served by both Macro eNB and Home eNBs. Macro UE that experiences severe interference requests ICIC function to HeNBs Victim UE in dead-zone requests silencing to the adjacent aggressive HeNBs Aggressors Home eNB ICIC Home eNB Home UE Macro UE Victim UE Dead-zone Macro eNB Home eNB ICIC for victim UE 8
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Results 3 – A simple ICIC technique (cont’d)
Macro UE w/ Home eNB ICIC: Scenarios 1 and 3 SU-MIMO based on LTE R8 codebook + PF with full bandwidth allocation + Home eNB TDM silencing Home eNB ICIC triggering threshold: RSRP 10 dB Home eNB deployment ratio: 5% and 10% Macro UE throughput Outage probability of Macro UE decreases if a simple ICIC technique is exploited. Macro only No ICIC HeNB ICIC Cell Average (-19.1%) (-10.3%) 5% User (-57.3%) (-37.8%) Outage Prob. 0.0% 1.5% Macro only No ICIC HeNB ICIC Cell Average (-27.7%) (-13.2%) 5% User (-77.8%) (-40.1%) Outage Prob. 0.0% 3.2% 9
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Conclusion Concluding remarks References
System level performance of Femto-based HetNet in dense urban scenario [1] was evaluated. As the deployment ratio of HeNBs increases, the performance of Macro UE is significantly degraded in terms of throughput and outage probability as well. To overcome dead-zone problem, we need ICIC technique to protect victim UEs in dead-zone Remain issues Fast fading model for HeNB ICIC technique incorporating with resource partitioning and beamforming References [1] 3GPP TR , “Evolved Universal Terrestrial Radio Access; Further advancements for E-UTRA Physical layer aspects”, v 1.5.1 [2] R , “Evaluation and Analysis for Different Topologies in Het-Net”, CATT. [3] R , “Interference Conditions in Heterogeneous Networks”, Qualcomm. [4] R , “Downlink CCH Performance Aspects for Co-channel Deployed Macro and HeNBs”, Nokia. [5] R , “Effect of Cell Association and Frequency Allocation With and Without FSS and BF - Indoor HeNB Cluster Scenario”, Motorola. 10
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Appendix (Simulation parameters)
Macro eNB parameters Parameter Assumption Cellular Layout Hexagonal grid, 19 cell sites with wrap-around, 3 sectors per site, frequency reuse factor 1 Carrier Frequency 2 GHz Inter-site Distance 500 m System Bandwidth 10 MHz eNB Transmit Power 46 dBm Distance-dependent Path Loss PL (dB) = log10R, R in m Penetration Loss 20dB Lognormal Shadowing Similar to UMTS 30.03, B Shadowing Standard Deviation 8 dB Auto-correlation Distance of Shadowing 50 m Shadowing Correlation Between Sites 0.5 Between Sectors 1.0 3D Antenna pattern Horizontal 3dB BW: 70 deg, Back-lobe: 25 dB Vertical 3dB BW: 10 deg, Back-lobe: 20 dB Downtilting: 15 deg eNB Antenna Gain after Cable Loss 14 dBi eNB Antenna Height 32 m UE Antenna Gain 0 dBi UE Antenna Height 1.5 m UE Noise Figure 9 dB Thermal Noise Density -174 dBm/Hz Assumption Parameter UE Distribution UEs dropped with uniform density within the indoors/outdoors macro coverage area, subject to a minimum separation to Macro and Home eNBs Minimum Distance between UE and eNB >= 35 m UE Speeds of Interest 3 km/h Inter-cell Interference Modelling Explicit modelling (all cells occupied by UEs) Cellular Grid Antenna bore-sight points toward flat side of cell 11 11
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Appendix (Simulation parameters)
Macro system-level simulation parameters Parameter Assumption General Parameters and assumptions not explicitly stated here according to 3GPP specifications Duplex Mode FDD System Bandwidth 10 MHz (50 PRB) Network Synchronization Synchronized UEs per Sector 10 Handover Margin 1 dB Subframe Length 1 ms Subband Size 50 PRB (wideband) Scheduling Proportional fair with full bandwidth allocation Transmission Mode SU-MIMO Modulation and Coding Schemes QPSK r = 1/8, 1/6, 1/5, 1/4, 1/3, 2/5, 1/2, 3/5, 2/3, 3/4, 5/6 16QAM r = 2/5, 1/2, 3/5, 2/3, 3/4, 5/6 64QAM r = 3/5, 2/3, 3/4, 4/5, 5/6, 6/7, 7/8, 8/9, 9/10 Link Abstraction Exponential Effective SINR Mapping H-ARQ Maximum 3 retransmissions Chase combining, non-adaptive/asynchronous No error on ACK/NACK For the retransmission in subframe n, ACK/NACK is reported subframe n+4 and retransmission is available in subframe n+8 Feedback Wideband RI/Wideband PMI/Wideband CQI 5 ms period, 6 ms delay (measurement in suframe n is used in subframe n+6) 4 bit CQI quantization with 1.6 dB SINR resolution No CQI measurement error No PMI feedback error (perfect and ideal feedback) Codebook LTE R8 Codebook Parameter Assumption Link Adaptation Target block error rate: 5% Outer-loop link adaptation: ACK +0.5/9 dB NACK -0.5 dB Receiver Type MMSE based on DM-RS of serving cell and CRS for interfering cells (assuming identity covariance matrix for the precoding of the interfering cells) Channel Estimation Perfect channel estimation on LTE R8 CRS, CSI-RS and DM-RS PAPR No constraint on per-antenna power imbalance Inter-cell Interference Modelling Dynamic interference with rank adaptation based on actual scheduling in interfering cells CQI calculated based on MMSE receiver assuming identity covariance matrix for the interferers Control Channel and Reference Signal Overhead Overhead of control channel: 3 symbols per subframe Overhead of LTE R8 CRS: RE No overhead of DM-RS or CSI-RS Traffic Model Full buffer Fading Model SCM urban macro with low angular spread for 3GPP case 1 Antenna Configuration 4 x 2 MIMO vertically polarized antennas eNB: 4 lambda spacing, UE: 0.5 lambda spacing Ideal antenna calibration 12 12
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Appendix (Simulation parameters)
Home eNB parameters Parameter Assumption HeNB Frequency Channel Reuse 1 with Macro System Bandwidth 10 MHz Min/Max HeNB Transmit Power 0/20 dBm Distance-dependent Path Loss Dual-stripe model Exterior Wall Penetration Loss 20 dB Lognormal Shadowing Similar to UMTS 30.03, B Shadowing Standard Deviation 4 dB Auto-correlation Distance of Shadowing for HeNB (optional) 3 m HeNB Antenna Gain 5 dBi Minimum Distance between UE to HeNB Home eNB cluster parameters N (number of cells per row ) 10 M (number of clusters per sector) 1 L (number of floors per cluster) R (deployment ratio ) 10/25/50/75/100 % P (activation ratio) 100 % Probability of Macro UE being indoors (%) Sector area = 5002/sqrt(3)/2 m2 HeNB cluster area = 120 X 70 m2 HeNB cluster area/sector area = % Geometry of dual-stripe model 13
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Appendix (Simulation parameters)
Dual-stripe model Cases Path Loss (dB) UE to Macro eNB (1) UE is outside PL (dB) = log10R, R in m (2) UE is inside an apt PL (dB) = log10R + Low, R in m Home (3) Dual-stripe model: UE is inside the same apt stripe as HeNB PL (dB) = log10R + 0.7d2D,indoor n ((n+2)/(n+1)-0.46) + q*Liw R and d2D,indoor are in m n is the number of penetrated floors q is the number of walls separating apartments between UE and HeNB In case of a single-floor apt, the last term is not needed (4) Dual-stripe model: UE is outside the apt stripe PL (dB) = max( log10R, log10R) + 0.7d2D,indoor n ((n+2)/(n+1)-0.46) + q*Liw + Low (5) Dual-stripe model: UE is inside a different apt stripe PL(dB) = max( log10R, log10R) + 0.7d2D,indoor n ((n+2)/(n+1)-0.46) + q*Liw + Low,1 + Low,2 (6) Dual-stripe model or 5x5 Grid Model: UE is within or outside the apartment block PL(dB) = log10(R/1000), R in m This is an alternative simplified model based on the LTE-A evaluation methodology which avoids modelling any walls. (3) (4) (5) Liw is the penetration loss of the wall separating apartments, which is 5 dB. 0.7d2D,indoor takes account of penetration loss due to walls inside an apartment. 14
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