4g throughput optimization

4g throughput optimization. The text offers an introduction to the basics of LTE architecture, services and technologies and includes details on the Jul 5, 2020 · Teknologi 4G Long Term Evolution (LTE) menawarkan kecepatan akses paket data yang jauh lebih cepat dari generasi sebelumnya. Ericsson defined throughput (UL or DL) is "the speed at which packets are being transferred by the time the first packet has been scheduled in the air interface". Jan 2, 2024 · The current and next generations of cellular networks produce a massive amount of data. In order to monitor and optimize the network performance, there is a need for using Key Performance Indicators (KPIs), which is the result of the network optimization process. be/GY8RMIEShUYPython Chapter-2(List,Set,Tuple. In addition, these cellular networks are unmanaged with conventional techniques, and a more advanced design and optimization methodology that depends on Machine Learning (ML) models is necessary. Keywords: 4G, Self-Optimization, Load Balancing, eNB, LTE Advanced 1. This definition is important as we need to… Section 4: 5G Mobility Optimization. Introduction Demand for bandwidth is increasing at a rapid pace due to popular use of Smartphone, tablets and other high end web enabled devices. Apr 1, 2020 · In this article, analysis of some selected KPIs of an operational 4G LTE network is presented. e. com/Please feel free to Dec 1, 2023 · Both Verizon and T-Mobile achieved a very similar performance in 4G, which correlates to the similarity of their 4G RSRP, RSRQ, and primary bandwidth distribution. Sep 14, 2019 · The KPIs can be used for monitoring and optimization of the radio network performances in order to provide better QoS in the 4G/LTE network. The idea of reducing PDCCH resources to increase PDSCH resources and subsequently improve data transmission per subframe is intriguing. This rising demand for network utilization has demonstrated the need for more service improvement. SCG failure & NR Radio Timers optimization 4. Namun pada kondisi area-area padat penduduk, kecepatan akses paket data LTE Throughput Analysis in 4G Cluster Optimization. Mar 15, 2021 · Hope everyone enjoyed the video and will be helpful in 4G optimization calculations, please find the weblink below:https://5g-tools. The intrusiveness and time cost are two performance metrics used for analyzing the MNO. 5G Summary analysis process 6- 5G Low Throughput Troubleshooting in SA/NSA 1. Multi-network synergy : Improves the interoperability among 2G, 3G, and 4G networks and balances network resources to a maximum extent by taking into consideration the continuity dardized 4G/LTE networking KPIs are presented in Fig. 5G NR Throughput Calculation 2. Other benefits of 5G include: Apr 14, 2020 · Analysis and optimization of 4G long term evolution (LTE) network in urban area with carrier aggregation technique on 1800 MHz and 2100 MHz frequencies April 2020 AIP Conference Proceedings 2217(1 Jan 1, 2019 · The writing of this final project discusses the analysis and optimization of the 4G LTE network of Telkomsel seluer operators in Jombang, East Java. linkedin. To the best of our knowledge, this is the first 4G LTE network throughput analysis to be conducted along public transportation in Kingston, Canada. Mar 5, 2022 · Network Roll out and Optimization process Drive Test KPI and Tuning for 5G-NSA Events in 5G Important 5G parameters NR-NSA Network KPI’s and 5GI Optimization Techniques in EN-DC/NR-NSA Optimization Techniques for Accessibility, Retainability, Integrity and Mobility in EN-DC/NR-NSA Summary and Highlights Feb 16, 2022 · Alglocell automates spectral efficiency optimization utilizing various factors that impact spectral efficiency and 5G/4G throughput optimization. Mobile users and the resulting data usage are random, time Feb 26, 2022 · The ability to predict a user device moving into or moving out of a 5G slice will significantly improve the management and optimization of network slicing [14], [17], [18]. Dynamic Anchor Point Selection Handover. The speci ﬁ c KPI information are presented in Figs. Sep 20, 2020 · The 4G/LTE-A technologies have been developed to meet user requirements and provide high network enhancement. 5G Access common issues 5. Dec 29, 2022 · DL Throughput = (DRB Data Transmitted – Last TTI data) / Time Elapsed where DRB stands for Data Radio Bearer. Our second effort is to predict handoffs between 4G and 5G access modes based on realtime measurement of bandwidth and channel/context information. Feb 1, 2020 · The tra jectories of 4G LTE RSRP, RSRQ, SINR, and PCC PHY Throughput performance distributions are as shown in Figs. Share Your Knowledge and Notes on ankurtomar915. Bandwidth alone is not the only benefit of moving to 5G. #LTE OPTIMIZATION@@@@@Python Tutorial:PYTHON Introduction Interview(Chapter-1)https://youtu. In order to get the best performance out of an LTE network, it needs to be optimized continuously. This work For 5G performance and user experience, Samsung S21/S21 Ultra series is pretty good!In case you want to buy this phone, please check out following links. be/AD3VgPqO1cs @@@@@ Jan 11, 2024 · Although similar to DL throughput, UL throughput has special considerations to take when analyzing performance issues on a network. It then includes LTE users, LTE scheduling, LTE traffic downlink/uplink analysis, transmission time interval (TTI) utilizations, throughput analysis, physical resource block utilization analysis, modulation QoS (Quality of Service) of LTE networks can bring the providers to provide broadband services with high performance to end user. 4 MHz to 20 MHz. et al. Original code from Github. The phone contributes in the decision-making process by reporting the signal strength of neighboring cells, but the network bases the final handover decision on other information as well (independent measurements of signal strength and also estimates of radio quality Dec 30, 2018 · solutions in LTE optimization together with the traditional RF optimization. at@gmail. optimization feature in future cellular networks. PREREQUISTE : General Guidelines Before diving into Throughput Investigation: Hi Guys. Throughput Optimization. Although similar to DL throughput, UL throughput has special considerations to take when analyzing performance issues on a network. https://www. Mathematical formulation of 4x4 MIMO Optimization. The overall goal of the process is to ensure that the coverage, capacity, and performance requirements defined during the initial design phase are met in the deployed network. such as VoLTE optimization, CSFB optimization, Throughput optimization and etc. SNR, and throughput parameters. The value of the mean throughput increase from 25. Complete Toolset for Planning LTE Networks includes:Capacity, Network Dimensioning, Throughput, Coverage Tools System performance and optimization are crucial steps in the efficient deployment of LTE systems. Understanding A3 Events. This white paper addresses the wireless network optimization challenges from a radio network perspective. May 13, 2019 · This course focuses on the optimization techniques and areas to target when it comes to 4G LTE Optimization and Performance. I am sorry for low voice sometimes, after the recording on Nov 22, 2017 · In This Chapter I would like to share about LTC improvement by traffic sharing/offload traffic 4G-4G in Huawei 4G LTE. These KPIs were measured at a 4G LTE frequency of 1876. Det Apr 13, 2020 · However, the coverage of 4G LTE has not been implemented well in Indonesia, one of them is in Sragen. com/in/waqasmir1/#4g Dec 16, 2021 · 3. Apr 14, 2020 · Optimization of 4G LTE (Long Term Evolution) Network Coverage Area in Sub Urban. 3 e 6 , respectively. However, a clear example of applying analytics to optimization is the identification of throughput ramp-up as another key factor to improve, as well as the steps needed to address it. Mar 14, 2020 · Don't Miss Part-24G SINR & Throughput Optimization Part-2https://youtu. Furthermore, the expected data rate transfer is up to 300 Mbit/s per user while the range of bandwidth varies from 1. A number of optimization steps are required to provide similar or better drop rates with VoLTE as with CS voice. Furthermore, with rising demand and complexity, traditional network management Sep 25, 2021 · To this end, this article presents radio frequency (RF) measurements and evaluation of KPIs taken at 1876. We cover the below mentioned topics 1. The 4th Generation (4G) wireless mobile internet networks will merge the current existing cellular networks (i. Decisions about handovers are made for the phone by the network (normally in the BSC) and not by the phone itself. The suggested algorithm has proven to be effective under various mobile velocities, compared to other existing algorithms. Ericsson defined throughput (UL or DL) is “the speed at which packets are being transferred by the time the first packet has been scheduled in the air interface”. Anchor and Mobility optimisation cases 3. UK - Dec 29, 2022 · DL Throughput = (DRB Data Transmitted – Last TTI data) / Time Elapsed where DRB stands for Data Radio Bearer. Understanding A5 Events. PSCell Change (Handover) Procedure in NSA 3X. Introduction to 5G Mobility Optimization. In LTE networks, which are primarily designed for data services, traffic is a key performance indicator (KPI) that reflects network performance. 4G LTE is a purely packet switched network technology and it comes with its own set of optimizing challenges such coverage, interference, mobility, capacity and quality. There is not one factor, but a number. 5G Coverage comparison and Optimization in NSA mode 2. Jan 17, 2024 · DSS allows the simultaneous use of 4G and 5G in the same frequency band, enabling a smoother transition to 5G. Section 5: 5G Throughput Optimization. In this section, we analyze only three parameters: mobility, integrity and availability. 5 Key Performance Analysis in 4G/LTE Network; Mobility, Integrity and Availability The process of optimization of the 4G/LTE network includes the effects of multiple Improving Low UL Throughput in LTE. 3 and are categorized as follows: accessibility, retainability, mobility, integrity and availability [2, 15–17]. However, Verizon delivered the highest 4G throughput of 421 Mbps due to LAA/CBRS usage, which is better than the highest 5G throughput in FR1 of 219 Mbps, achieved by T-Mobile 5G-NSA. The number of LTE - Factors Influencing Throughput . In LTE, end user quality of service is impacted by the cumulative effect of various nodes and interfaces. I saw a lot of cases where people just are just trying to find the short cut and eventually spend more time and energy. LTE Throughput Calculator . Inter-gNB Handover Procedure in 5G SA. Neighbor List Optimization. The main goals of LTE network improvement include achieving faster data rates (throughput), reducing latency, lowering costs, and increasing system Mar 15, 2020 · Hi My Dear Subscribers If you found any mistake please comment to me, i will be Thankful to you. Jan 20, 2020 · In both 4G and 5G, our centralized RAN (C-RAN) and E-RAN interconnect BB units to allow optimal coordination across the entire network in a centralized, distributed or hybrid network architecture. The tested KPIs include the RSRP, RSRQ, RSSI, SINR, PCC PHY DL Throughput, and the PDCP DL Throughput. 5G is the next evolution of mobile network technology. of contributing factors which affect the end user throughput. , CDMA2000, WCDMA and TD_SCDMA) and Wi-Fi networks (i. So to be able to increase the quality of 4G LTE network, it is necessary to optimize the coverage area of 4G LTE network in Sragen by using the physical tuning method, which is to adjust the antenna tilt, azimuth antenna, power. Both Ericsson and Huawei user throughput formula taken into consideration this. Feb 5, 2024 · This article "LTE Throughput Optimization: Part 2 - Spectral Efficiency" explains data part (PDSCH) of the LTE subframe and discusses various ways to improve its efficiency. Oct 22, 2017 · This article provides valuable insights into LTE throughput optimization, with a particular focus on PDCCH enhancements. Mar 1, 2023 · Aceto G. – Signal to Noise & Interference Ratio: #CQI #4GCQISubscribe Like & Share. Edge Computing: 5G leverages edge computing to reduce latency by processing data closer to the end-user. com Subscribe this channels for more RF Engineer|| DT Engineer || Rigger ||Optimizer l Jul 1, 2023 · With the enormous evolution of the smartphone, especially with the appearance of the fourth generation (4G) cellular networks, the demand for high-speed data rate, low latency, and video streaming have been increased. This chapter therefore constitutes one of the core topics of the book: the practical phases in the analysis and Jul 1, 2023 · Request PDF | Downlink throughput prediction using machine learning models on 4G-LTE networks | With the enormous evolution of the smartphone, especially with the appearance of the fourth Feb 20, 2020 · In this video, we explain the KPIs and performance criteria used to determine coverage issues in UL and DL in LTE. To ensure that C-RAN and E-RAN performance is in line with customer expectations, a thorough network (re)design is required. In this video, I have discussed ways to tune coverage and capacity of PDCCH in the DL to improve LTE/4G Throughput. Last TTI with data is an indicator that the data transmitted has finished, and does not add to the user throughput so is normally removed from the equation. Voice has been Circuit Switched in 2G and in 3G networks while voice in LTE is VoIP (VoLTE). Factors & Prequisites to reach max 5G Throughput 3. Velocity-based self-optimization: 4G and 5G: HOP, PPHP, and RLF 1. 2. Planning tools for CableFree 4G Deployments. The results Aug 27, 2016 · 4G/LTE factors affecting throughput Understanding LTE RAN network optimization procedures associated with relevant signaling flows and procedures; Gain a competitive advantage by developing a greater understanding of LTE RAN Signaling Analysis for service integrity, throughput, accessibility and mobility performance optimization. It offers the promise of increased bandwidth with peak speeds as high as 20 Gbps, which is dramatically more than the 100 Mbps specified by 4G. With this vast parameter increase, cellular communication networks have grown incredibly complicated. In this paper, two approaches for throughput analysis are examined: classical machine learning and time series forecasting. 6MHz with a bandwidth of 10MHz, for an operational 4G LTE network in Nigeria. and improve reliability without additional bandwidth as well as increased transmit power [2], [4]. The models’ performance on the test data is evaluated based on multiple evaluation metrics and an in-depth comparative analysis is made. The TIP is "There is NO SHORTCUT for throughput troubleshoot or throughput optimization". Introduction to 5G Jan 2, 2024 · This work proposes a framework model for predicting downlink throughput (DL-Throughput) using ML models in fourth and fifth generations (4G/5G) cellular networks. Also the handover from VoIP Dec 6, 2022 · Here I covered more than 15 ericsson parameter details that help to improve your accessibility KPI. #LTEOPTIMIZATION #LTE # LTESOFFPARAMETERSPoor CQI Reason in 4G & Optimization?https://youtu. C Jul 12, 2022 · This work proposes a framework model for predicting downlink throughput (DL-Throughput) using ML models in fourth and fifth generations (4G/5G) cellular networks. Optimization includes dynamically allocating spectrum resources between 4G and 5G based on network demand and traffic patterns. The aim of this study is to assess the impact of a 4x4 MIMO optimization technique on an existing 2x2 MIMO optimization technique on LTE network in term of data rate throughput. Jan 4, 2018 · A comprehensive resource containing the operating principles and key insights of LTE networks performance optimization LTE Optimization Engineering Handbookis a comprehensive reference that describes the most current technologies and optimization principles for LTE networks. 2 Handover. This chapter focuses on LTE network KPI analysis to evaluate and detect LTE performance. be/gsZgP58PU6wLTE UE Attac Jul 31, 2021 · The algorithm of velocity-based self-optimization was suggested to modify the values of HCP according to the velocity of the UE and the RSRP. @@@@@4G SINR & Throughput Optimization Par Improving time-to-content with enhanced throughput ramp-up. , Wireless LAN) with the fixed internet to support wireless mobile internet. 6MHz with 10MHz bandwidth. [7] analyzed and estimated the available bandwidth and measured the Transmission Control Protocol (TCP) achievable throughput of different MNOs in Europe for 3G and 4G technologies. Use this calculator to calculate LTE throughput, and carrier aggregation Throughput. 31 Mbps, with target KPI 12 Mbps. Downlink throughput is a major contributor to TTC. There are many way to improve throughput in 4G Huawei such as:Bandwidth Upgrade,Sharing traffic 4G-3G,sharing traffic 4G-4G(High traffic 4G cells to surroundings low traffic), Parameter adjustment such as:activate EPFENHANCEDSWITCH,Clearing overshooting,Upgrade transmission Network capacity analysis based on KPIs is essential for cellular network performance optimization. 41 Mbps be 37. . Since throughput is a major indicator of the network's performance, throughput modelling and prediction can be utilized for analyzing network quality. I have an excellent tips for troubleshooting for throughput or throughput optimization. The spectral efficiency is simply the number of bits transmitted over a frequency bandwidth in a specific time and is measured in bits/s/Hz. itmfro rswxh tnuweaog wqr jrkgyc ziap oajy zgwxan hti xjfgc