5G NR TRAINING MATERIAL 2022 1 COURSE MATERIAL A. D. 5G Benefits ✔ Massive MIMO (Beam Forming) ✔ 5G Benefit according IMT 2020 ✔ Flexible Numerology (SCS) & Bandwith ✔ 5G Use Cases B. ✔ NR Carrier Aggregation 5G Air Interface & Data Channel ✔ Dual Connectivity vs Carrier Aggregation ✔ Air Interface Concept E. ✔ NR Numerology 4G vs 5G (Tuning Opening) ✔ 4G vs 5G (Tuning Perspective) ✔ NR Channel Control (New in NR) C. 5G Breakthrough ✔ DSS / ESS (Dynamic Spectrum Sharing) Concept 5G Network Architecture ✔ ENDC / NSA for Anchor Management ✔ Network Architecture Option (NSA & SA) F. 5G Basic Tuning ✔ Voice Services (Volte & CS Voice) under NSA ✔ 5G OSS and Moshell ✔ ENDC Call Flow ✔ 5G KPIs ✔ 5G Deployment Option ✔ 5G CET Test (NMS & DT) ✔ 5G Tuning Day-1 Day-2 5G NR TRAINING MATERIAL 2022 2 5G NR Benefits – According to IMT 2020 5G NR TRAINING MATERIAL 2022 3 5G NR Benefits – Uses Cases 5G NR TRAINING MATERIAL 2022 4 5G Air Interface & NR Numerology 5G NR TRAINING MATERIAL 2022 5 5G NR Frequency Range & Bandwidth 5G NR TRAINING MATERIAL 2022 6 5G NR Channel What are New Channels introduced in NR compared to LTE : Ch New an in nels NR 5G NR TRAINING MATERIAL 2022 7 5G NR Channel Functions • In DL & UL • For Demodulating Physical Channel PDSCH, PUSCH, PDCCH & PUCCH • For Specific UE and transmitted only required • • • In DL & UL For Phase Synch Used for mmWave 5G NR TRAINING MATERIAL 2022 • • • • • In UL Only For Specific UE CSI in Only In DL Only For Channel measurement & Estimation, Beam Management and RSRP Measurement for Mobility 8 5G NR Channel – 4G vs 5G 5G NR TRAINING MATERIAL 2022 9 5G NR Channel - SSB 5G NR TRAINING MATERIAL 2022 10 5G NR Channel – SSB (2) 5G NR TRAINING MATERIAL 2022 11 5G NR Channel – SSB vs CSI-RS 5G NR TRAINING MATERIAL 2022 12 5G Overall Architecture 4G vs 5G Network Architecture 5G 4G RAN PART Funtion CU (Control Unit) Provide MC (mobility control), RRM (Radio Resource Management) and SM (Session Management) Functions DU (Disribuited Unit) Provides PHY and MAC layer functionalities RRU (Radio Remote Unit) Provides Radio Functionalities (Signal Amplifying , Modulation / Demodulation) 5G NR TRAINING MATERIAL 2022 13 5G NSA vs SA Network Architecture 5G NR TRAINING MATERIAL 2022 14 5G NSA (Option 3) Details 5G NR TRAINING MATERIAL 2022 15 5G – Voice Service under NSA Architecture 5G NR TRAINING MATERIAL 2022 16 5G Tuning Opening – ENDC Call Flow (1) SG-gNB Call Setup (2) MN-eNB Call Setup (1) 5G NR TRAINING MATERIAL 2022 17 5G Tuning Opening – ENDC Call Flow (2) Equal to -110 dBm (-156 + 46) 5G NR TRAINING MATERIAL 2022 18 5G Deployment Option 5G NR TRAINING MATERIAL 2022 19 5G BREAKTHROUGH – Massive MIMO (1) Massive MIMO Built from antenna array 16 x 16, 32 x 32 or 64 x 64 MIMO Layers to function Beamforming. More layers will increase throughput or capacity by spatial multiplex gain. 5G NR TRAINING MATERIAL 2022 20 5G BREAKTHROUGH – Massive MIMO (2) MU (Multi User MIMO) User has individual beam instead of one big single beam on the legacy antenna. The beam will be focus on the users, hence it can minimize the interference. Each Ue will have individual beam. Characteristic of Massive MIMO are : a. User specific Beam Gain b. User specific Beamwidth c. Vertical Angular Coverage 5G NR TRAINING MATERIAL 2022 21 5G Breakthrough – Massive MIMO UE Capability (1) Sample of Massive MIMO Capable Ue LTE / 5G NR Ue Massive MIMO UE Capability can be checked during RRC Connection Setup on UE EUtra Capabilities-V160 on FGI (Feature Group Index) 🡪 Index 106 must be set “1” or “YES”. Xiaomi Mi 10 One Plus 6 5G NR TRAINING MATERIAL 2022 22 5G Breakthrough – Massive MIMO UE Capability (2) Sample of Non-Massive MIMO Capable Ue 5G NR TRAINING MATERIAL 2022 23 5G Breakthrough – Flexible Numerology (1) 5G NR TRAINING MATERIAL 2022 24 5G Breakthrough – Flexible Numerology (2) Wider subcarrier spacing makes system robust to phase noise Phase noise increase LO Frequency but decrease with subcarrier spacing therefore if we want to operate in higher ranges, we should use wider subcarrier spacing to mitigate phase noise Wider subcarrier spacing are also suitable to support low latency services In NR scheduling happens on slot level, therefore latency of system is determined by slot duration, so lower slot duration or wider subcarrier spacing implies low latency 5G NR TRAINING MATERIAL 2022 25 5G Breakthrough – Flexible Bandwidth Table of Frequency Range and Max BW per Carrier Number of PRB per Selected SCS and Bandwidth 5G NR TRAINING MATERIAL 2022 26 5G Breakthrough – Throughput Calculation (1) Example of 5G NR Throughput Calculation (Single Carrier) 5G NR TRAINING MATERIAL 2022 27 5G Breakthrough – Throughput Calculation (2) 5G NR TRAINING MATERIAL 2022 28 5G Breakthrough – Carrier Aggregation 4G CA vs 5G CA Type of CA 5G NR TRAINING MATERIAL 2022 29 5G Breakthrough – LTE & NR N7 N1 NR BAND N28 N8 N3 N1 N7 Name 700 APT 900 GSM 1800+ 2100 2600 Mode FDD FDD FDD FDD FDD TOTAL BW BW 10 5 20 15 15 65 N3 N8 CA Relation N20 5G NR TRAINING MATERIAL 2022 30 5G Breakthrough – DUAL CONNECTIVITY eNb gNb F1 F2 5G NR TRAINING MATERIAL 2022 eNb gNb F1+F2 F3+F4 31 5G Tuning Opening – 4G vs 5G Tuning 5G NR TRAINING MATERIAL 2022 32 5G Tuning Opening–Ericsson Spectrum Sharing (ESS) Spectrum Allocation for NR for 20MHz 1800 20Mhz 5G NR TRAINING MATERIAL 2022 33 5G Tuning Opening – (ESS Concept) 1800 10Mhz 5G NR TRAINING MATERIAL 2022 34 5G Tuning Opening – (DSS/ESS) Prioritization 5G NR TRAINING MATERIAL 2022 35 5G Tuning Opening – ESS Configuration (Hardware) 5G NR TRAINING MATERIAL 2022 36 5G Tuning Opening – ESS Configuration on the Node Parameter Name MO Class Setting Remarks FeatureState Featutestate keyid=CXC4012411 1 (ACTIVATED) Activate LteNrFddSpectrumSharingEnabler ESSenabled NRCellCU TRUE ESSenabled GUtranCellRelation TRUE ESSpairID NRSectorCarrier <pairESSID> essScLocalId NRSectorCarrier <essSClocalid> 5G NR TRAINING MATERIAL 2022 pairID of NR Cell SC localid of NR Cell 37 5G Tuning Opening – ESS UE Capability Check eNodeB Tracing Ue Capture RRC Messages --> 5G RRC: UE-NR-Capability 5G NR TRAINING MATERIAL 2022 38 5G Tuning Opening – ESS NSA Configuration 5G NR TRAINING MATERIAL 2022 39 5G Tuning Opening - How to Setup Carrier as Anchor MO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464565N_CO,ManagedElement=5464565N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G09_4464565E9_2,G UtranFreqRelation=363260 SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464565N_CO,ManagedElement=5464565N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G21_4464565E21_7, GUtranFreqRelation=363260 5G NR TRAINING MATERIAL 2022 40 5G Tuning Opening – ENDC (Anchor Management) Configuration-2 Configuration-1 900 2100 1800 900 2100 1800 LTE Anchor Band NR ESS Anchor Band Anchor Band NR ESS EN-DC 5G NSA EN-DC 5G NSA 5G NR TRAINING MATERIAL 2022 41 5G Tuning Opening – ENDC (Anchor Management-2) 900 2100 1800 Anchor Band Anchor Band NR ESS EN-DC 5G NSA Option1 Band BW 1800 20MHz • • Band Status ENDC PriorityRemarks ESS ENDC Anchor 2100 10MHz Band 6 ENDC Anchor 900 5MHz Band 5 1800 as ESS NR Band L2100 ENDC HO Priority is higher than L900 Option2 Band BW 1800 20MHz Band Status ENDC PriorityRemarks ESS ENDC Anchor 2100 10MHz Band 5 ENDC Anchor 900 5MHz Band 6 • 1800 as ESS NR Band • L900 ENDC HO Priority is higher than L2100 Option3 Band BW 1800 20MHz Band Status ENDC PriorityRemarks ESS ENDC Anchor 2100 10MHz Band 5 ENDC Anchor 900 5MHz Band 5 • 1800 as ESS NR Band • L900 ENDC HO Priority is equal to L2100 MO Parameter Default Reportconfigb1gutra b1ThresholdRsrp -110 ReportConfigA5EndcHo a5Threshold1Rsrp -140 ReportConfigA5EndcHo a5Threshold2Rsrp -136 Gutranfreqrelation=N3 EndcB1MeasPriority 4 Eutranfreqrelation (1313/350/3774) endchofreqpriority -1/5/4 5G NR TRAINING MATERIAL 2022 42 5G NSA – Upper Layer Setting To enable automatic update, set EUtranCellFDD.upperLayerAutoConfEnabled = true EnodeBid MO primaryUpperLayerInd 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G18_4464123E_14_M 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G18_4464123E_15_M 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G18_4464123E_16_M 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G18_4464123E_4 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G18_4464123E_5 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G18_4464123E_6 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G21_4464123E21_17_M 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G21_4464123E21_18_M 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G21_4464123E21_19_M 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G21_4464123E21_7 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G21_4464123E21_8 1 (ON) 5464123N_CO SubNetwork=ONRM_ROOT_MO,SubNetwork=LTE,MeContext=5464123N_CO,ManagedElement=5464123N_CO,ENodeBFunction=1,EUtranCellFDD=JK4G21_4464123E21_9 1 (ON) 5G Status Icon on UE, the upper layer indication tells the UE that 5G NSA service is potentially available in the area, so that the UE can display a 5G icon. The upper layer indication can be automatically and broadcasted in SIB2. 5G NR TRAINING MATERIAL 2022 43 5G Basic Tuning - 5G RAN OSS ENIQ PM File eNodeB ENM Alarm MOSHELL CTR File FTP CM File gNodeB 5G NR TRAINING MATERIAL 2022 44 5G Basic Tuning - 5G RAN MOSHELL No Command Name Command Syntax Description 1 NR Alarm Alt The same command as LTE as they are in the same Node 2 GPS State get Transport=1 Synchronization, TimeSynchIO=1,GnssInfo=1 GPS State operational state 3 NR ANR hget . ANRStateNR check the state of NR ANR 4 NR GnodeBid hget ^GnbDuFunction gNBid to check gNBid (for NCGI) 5 NR PCI hget ^NRCellDU NRPCI to check NR PCI 6 NR TAC hget ^NRCellDU NRTAC to check NR TAC 7 NR Rach Root Sequence hget ^NRCellDU rachRootSequence to check NR Rach Root Sequence 8 NR SSB Frequency hget ^NRCellDU SSBFrequency$ to Check NR SSB frequency 9 NR SSB Periodicity hget ^NRCellDU ssbPeriodicity to Check NR SSB periodicity 10 NR SCS hget ^NRCellDU subCarrierSpacing$ to Check ScS 11 NR DLEARFCN Hget ^NRSectorCarrier ARFCNDL to check NR ARFCNDL 12 NR Cell bandwith Hget ^NrSectorCarrier BschannelBWDL|BschannelBWUL Must Have the Same Configuration as the LTE ESS pair 13 NR Cell Tx power Hget ^NRSectorCarrier ConfiguredMaxTxPower Must Have the Same Configuration as the LTE ESS pair 14 NR MIMO Config Hget ^NRSectorCarrier NofTxAntennas|NofRxAntennas Must Have the Same Configuration as the LTE ESS pair 15 NR Cell State hget nrcell state to get the NR Cell State (NRCellCU Operational State) 16 NR ENDC Freqrelation pr Gutranfreqrelation=<> print the the defined ENDC NR Frequency relation 17 NR Frequency Relation pr NRFreqrelation=<> Print NR Intra and Inter Frequency Relation Definition 18 NR Cell Relation Pr NRCellrelation Print NR to NR Cell Relation 19 ENDC Cell Relation Pr Eutrancellrelation Print LTE to NR Cell relation (ENDC) 20 NR Frequency Pr Nrfrequency=<> Print for Defined NR frequency 21 NR live UE /rc/nrat/ue list --state -bearers --cell --time To Check Live NR User and the setup bearer (QCI) 5G NR TRAINING MATERIAL 2022 45 5G Basic Tuning - NMS KPI KPI Category Explanation Availability The ability of an item to be in a state to perform a chosen function at a given instant of time within a given time interval, assuming that the external resources, if necessary, are provided. Accessibility The ability of a service to be obtained, within specified tolerances and other given conditions, when requested by the end user. Retainability The probability that a service, once obtained, remains provided under given conditions for a given time duration. Integrity The degree to which a service is provided without excessive impairments, once obtained. Service Integrity represents the quality experienced by the end user during the call or session. Mobility The ability of the system to allow movement within the ENDC Mode or NR Mode 5G NR TRAINING MATERIAL 2022 46 5G Basic Tuning - NMS Main KPI Formulas No KPI_Label KPI Category 1 Ava_NR_Cell_Availability Availability % 100-((pmCellDowntimeAuto.NRCellCU+pmCellDowntimeMan.NRCellCU)/3600) 2 Acc_ENDC_Setup_SR Accessibility % 100*pmEndcSetupUeSucc.NRCellCU/pmEndcSetupUeAtt.NRCellCU 3 Ret_SgNB_Drop_Rate Retanaibility % 100*(NRCellCU.pmEndcRelUeAbnormalMenb + NRCellCU.pmEndcRelUeAbnormalSgnb )/(NRCellCU.pmEndcRelUeNormal + NRCellCU.pmEndcRelUeAbnormalMenb + NRCellCU.pmEndcRelUeAbnormalSgnb ) 4 Mob_Intra_gNB_PSCell_Change_SR Mobility % 100*(pmEndcPSCellChangeSuccIntraSgnb.NRCellCU/pmEndcPSCellChangeAttIntraSgnb .NRCellCU) 5 Mob_Inter_gNB_PSCell_Change_SR Mobility % 100*(pmEndcPSCellChangeSuccInterSgnb.NRCellCU/pmEndcPSCellChangeAttInterSgnb .NRCellCU) 6 Int_UE_DL_MAC_Throughput Integrity Mbps 64*pmMacVolDlDrb.NRCellDU/pmMacTimeDlDrb.NRCellDU/1000 7 Int_UL_UE_MAC_Throughput Integrity Mbps 64*pmMacVolUlResUe.NRCellDU/pmMacTimeUlResUe.NRCellDU/1000 8 NR_PAYLOAD Traffic GB pmMacVolDl.NRCellDU+pmMacVolUl.NRCellDU)/1000000000 9 5G_ENDC_USERS_Avg Traffic # pmRrcConnLevelSumEnDc.NRCellCU /720 Unit Formula 5G NR TRAINING MATERIAL 2022 47 5G Basic Tuning – NMS Monitoring (1) 5G NR TRAINING MATERIAL 2022 48 5G Basic Tuning – NMS Monitoring (2) 5G NR TRAINING MATERIAL 2022 49 5G Basic Tuning - Drivetest KPI No Category KPI Name Test Method Remarks 1 Accessibility Session Setup Success Rate Mobility SS-RSRP > -110 dBm 2 Retainability Session Abnormal Release Rate Mobility SS-RSRP > -110 dBm 3 Integrity DL Single User Throughput Static test (Max) Spot test with good SS-RSRP or >-90 dBm 4 Integrity Ping Time Static tes FTP test should be within Operator Premise 5 Mobility HOSR Intra Frequency Drive Test SS-RSRP > -110 dBm 6 Coverage & Quality SS-RSRP Drive Test SS-SINR Drive Test 5G NR TRAINING MATERIAL 2022 50 5G Basic Tuning - Drivetest Methodology DT Type Item Test Mobility Short Download Session KPI DT Methodology Accessibility, Retainability & Mobility FTP Download 100MB Mode UE 5G Preferred 1 Round DT Outcome UE Type Remarks Event Summary or RRC Message Mi 10T captured and nrPCI Plot R1-D1 Mobility Long Download Session Coverage, Quality & & DL Throughput Cross Feeder Check FTP Download 200 MB 5G Preferred 2 Mobility Long Upload Session UL Throughput FTP Upload 200 MB 5G Preferred 1 R2-D1 UL Throughput Static Long Download Session DL Throughput FTP Download 2 GB 5G Preferred 1 D2 Capture of MAC DL Throughput Mi 10T Chart (NR + LTE CA) Static Volte Test Call Volte Accessibility 10x per sector, Duration 60s, idle 10s, A Call B Number 5G Preferred 1&2 D2 Summary of Volte Call 2xMi 10T Static Ping Test E2E Latency Ping 10x (size 1000Byte) 5G Preferred 1 D2 Summary of Ping Test Mi 10T - Ookla Speed Test and OpenSignal 5x 5G Preferred 1 D2 Captures of Tests Mi 10T Speed Test, OpenSignal, Pre & CET G-NetTrack, 5G Attached Tests Test 5G NR TRAINING MATERIAL 2022 Plot SS-RSRP, SS-SINR, DL Throughput Mi 10T Mi 10T Indoor only Indoor only 51 5G Basic Tuning – Drivetest Case (LTE & SS-RSRP Plot) LTE & NR (SS) RSRP Plot Margonda Depok 1st DT EN-DC 5G NSA 900 2100 1800 LTE Anchor Band NR ESS LTE RSRP (Anchor) SS RSRP 5G NR TRAINING MATERIAL 2022 52 5G Basic Tuning - Drivetest Case (Static DL Throughput Test) 5G NR TRAINING MATERIAL 2022 53 5G Basic Tuning – CET Test 5G NR TRAINING MATERIAL 2022 54 5G Basic Tuning - Example of CET Test (1) 5G NR TRAINING MATERIAL 2022 55 5G Basic Tuning - Example of CET Test (2) 5G NR TRAINING MATERIAL 2022 56 5G Basic Tuning – Case 1 (Accessibility Analysis) 5G NR TRAINING MATERIAL 2022 57 5G Basic Tuning – Case 2 (Accessibility Analysis) Problem Possible Root Cause Solution B1 measurement is not delivered after the UE accesses the LTE network. • LTE & NR Neighboring are missing or not set correctly • UE not support NR 3GPP release 15 • 5G ESS Cell must be enabled • Create the missing LTE & NR and the incorrect configuration • Check the UE Capability during LTE RRC Setup • Check no hygiene issue on 5G ESS Cell UE doesn’t report the B1 measurement report • 5G Cell is intermittently transmitting the SSB • SSB is cant not be decoded • Check for Hygiene issue on 5G ESS Cell • Check of SSB interference or UE experience bad DL quality SgNB ADD Request is rejected by 5G NR Cell • LTE & NR Neighboring are missing or not set correctly • X2 link (interface between eNodeB and gNodeB) intermittently established or permanently disabled • Create the missing LTE & NR and the incorrect configuration • Check if there is hygiene issue on eNodeB or gNodeB and IP Transport connectivity issue SgNB ADD Request is rejected by 5G NR Cell • Cause values as “Transport resource not available”. 🡪 Issue at 5G NR side as transport resource not available, • Cause values as “No radio resource available” 🡪 The number of users in the cell is insufficient. • Check Transport Availability of X2-U Link • Check NR Resource Utilization 5G UE does not initiate RACH over the air interface • The 5G cell search fails because accessed cell is not the strongest cell or the high inter-cell interference • B1 Threshold is set too high 5G NR TRAINING MATERIAL 2022 • Check for No Dominance NR Cell (ping pong cell reselection) • Check for the Conflict PCI possibility • Fine Tuning the B1ThresholdRSRP 58 5G Basic Tuning - Case 3 (Accessibility RACH Procedure) NR CBRA procedure is done in 4 steps, while CFRA procedure is done in 2 step 5G NR TRAINING MATERIAL 2022 59 5G Basic Tuning – Case 4 (Retainability Sgnb Drop) Configurable MOs 5G NR TRAINING MATERIAL 2022 to Fine Tuning : 60 5G Basic Tuning – Case 5 (NR NSA Mobility) LTE Anchor Band Triggered the Mobility NR Event (A3) Triggered the Mobility 5G NR TRAINING MATERIAL 2022 61 5G Basic Tuning – Create NR to NR Relation 5G NR TRAINING MATERIAL 2022 62 5G Basic Tuning - Case 6 (NR NSA Mobility) 5G NR TRAINING MATERIAL 2022 63 5G Basic Tuning - Case 7 (Mobility Analysis) Cause Code Sample 5G NR TRAINING MATERIAL 2022 64 5G Basic Tuning - Case 8 (DT Static DL Throughput) 5G NR TRAINING MATERIAL 2022 65 About The Dev A software developer with 2G/3G/4G optimization skill background of 14 years in cellular telecommunications. Interested on IoT and blockchain and living in Jakarta, teach python regular class to the millennial and gen-Z for beloved . The Trainer Work and active as a Telecommunications Professional with extensive experience in Ericsson's range of solutions and strategic. Love to share knowledge and had successfully provided some training before. This document is prohibited to distribute or share in any ways without prior permission to the Trainer or Dev. This document is exclusively used for the training participant in 5G NR Training 2022 that held in FAVEHotel at 26-27, March 2022. 5G NR TRAINING MATERIAL 2022 66
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