4g lte throughput analysis pdf Deployment and Performance of 4G‐LTE Networks LTE-Advanced is therefore not a new technology; it is an evolutionary step in the continuing development of LTE The description in this article is based on LTE release 10 and thus provides a The document discusses key performance indicators (KPIs) for 4G network optimization. 1 MIMO Throughput Results The maximum achievable downlink and uplink throughput results evaluated for 2x2 MIMO with Huawei E5375 Hotspot and 4x4 MIMO for Terminal 1 and 2 as UEs are extracted from Appendices B, C and D were computed as presented in Table 2. 4 LTE Packet Data Convergence Protocol Layer (PDCP) 52 2. 6MHz with a bandwidth of 10MHz, for an operational 4G LTE network in Nigeria. In 4G (LTE) networks, peak throughput typically ranges 4G LTE promises high wireless mobile data rate of up to 300Mbps depending on the MIMO type which far exceeds the throughput of the preceding Third Generation (3G) mobile wireless access technology [7]. The document discusses key performance indicators (KPIs) for optimizing 4G networks. Fig. Conveys the theoretical background Nowadays, 4G LTE (Long Term Evolution) telecommunication technology that has spread throughout Indonesia is growing rapidly. See Full PDF Download PDF. This document discusses techniques for analyzing and improving low throughput in mobile networks. Report "LTE Throughput Analysis" Your name. This effect has Further advancements to mobile network technology led to long term evolution (LTE), a technology referred to as 4G. Specifically, we quantify the throughput as a function of window opening gap size. With the existence of 4G network technology, users can download or upload data with 4G LTE promises high wireless mobile data rate of up to 300Mbps depending on the MIMO type which far exceeds the throughput of the preceding Third Generation (3G) mobile The Licensed-Assisted Access (LAA) technology has been proposed as a promising solution to increase the network capability by extending the frequency bands for LTE networks. The past decade has witnessed a staggering evolution in cellular networks. However, several areas in the Telkom University are experiencing problems of 4G LTE networks performance in terms of bad coverage and pilot pollution. 213 document. New generation always demand a better quality of service mainly in terms of high interface, so in order to adopt the LTE standard, the mobile voice services will shift from circuit switched to packet switched mode using the VoIP services. This paper represents some of the LTE parameters, including downlink average throughput and uplink average throughput, data rate, bandwidth, coverage, LTE operates in speed services, so we need throughput optimization method in 4G LTE XL Axiata network so that the requirements can be fulfilled. The concept is just the same. In this article, analysis of some selected KPIs of an operational 4G LTE network is presented. It also highlights the differences between 4G LTE and 5G NR. In this paper, we present a 4G trace dataset composed of client-side cellular key performance indicators (KPIs) collected LTE intends to create a new technology for radio-access which will provide really high data rates, a low delay and a greater spectral efficiency. Download Free PDF. PDF | The development of the 4G or the Long Term Evolution (LTE) is working at a very fast pace. To the best of our knowledge, this is the first 4G LTE network throughput analysis to be conducted along public transportation in Kingston In this paper, a 4G LTE network driven by SDR hardware and software-radio-system-LTE (srsLTE) that is an open-source LTE software platform is evaluated in terms of the throughput and latency. 2, Fig. It demonstrates throughput improvement with practical case studies and discusses key learnings. Improving Low UL Throughput in LTE. Parameter settings are used to share traffic from low Another feature in 4G LTE which enhances high throughput over long distances is Multiple Input Multiple Output (MIMO) systems. , Adegbite O. These KPIs were measured at a Histograms and PDF curves of LTE RLC Throughput for the Downlink of measured data with missing values and filled values. Some researchers studied throughput prediction with advanced telecommunication, especially in the In this paper, we describe the data collection process, present an analysis of the collected data, and investigate the effects of time and location on the network’s measured throughput and In this paper, we describe the data collection process, present an analysis of the collected data, and investigate the effects of time and location on the network's measured throughput and signal strength. 4G-LTE/5G Dataset 4G-LTE/5G Training Dataset Testing Dataset ML Model Training Driving Route in Najaf City Data Binning in Najaf City LR DTR KNNR Pearson Correlation RFR ML Model Predictions LR DTR KNNR RFR ML Model Evaluation R2 RMSE MAE Optimum ML Model Trained Model validation Model Fig. With the enormous The uplink performance of a 4G LTE system, which includes an eNodeB modem and higher layer network elements, is presented in this paper. 6MHz. 5 PDCPIn-OrderDelivery 54 series forecasting techniques for downlink throughput prediction. IndexTerms - NGN, QoS, 4G, LTE, Health Care I. As there is no publicly available dataset of 4G LTE network parameters in Kingston, Ontario, conducting a network survey of 4G LTE network data was required for this research. Environ. Mary’s University, in partial fulfillment of the requirements for the Degree of Master of After a drive test and analysis there are 4 areas that need to be optimized because in terms of quality or SNR and the data speed or throughput is below the standards applied by the operator Kata kunci: LTE, optimasi, physical tuning, Automatic Cell Planning, Atoll ABSTRACT The quality of the 4G (LTE) network is still unstable, causing bad coverage. 4 Figure 8 LTE Laptop and LTE Phone Understand the impact of various factors on LTE performance 5. New generation always demand a better quality of service mainly in terms of high data rate, better signal 4G-4G Traffic Sharing for LTC(Low Throughput Cells) Improvement in Huawei LTE - Free download as Word Doc (. 16m) and LTE-Advanced (Release 10) in a 4G network environment to meet these specifications are analyzed and presented in this paper. Specific LTE KPIs are also listed such as call setup success rate, call drop rate, handover success rates, throughput, latency, and cell availability. After we do some problematic site identification and analysis in three PDF | On Jan 1, 2018, Satyanarayan. pptx), PDF File (. Aside from time and location, they concluded that predicting the available bandwidth is affected by humidity in 3G networks, while it is affected by speed in 4G LTE networks. Lock mode was adopted for the network measurement. ppt / . 4MHz to 20MHz. series forecasting techniques for downlink throughput prediction. I. The actual LTE (4G) is based on 3GPP Release 11. In this paper, two approaches for throughput analysis are examined: classical To this end, this article presents radio frequency (RF) measurements and evaluation of KPIs taken at 1876. , session time, throughput, and round-trip time) and parameters defining the radio signal quality (i. 4 PDCPCiphering 54 2. It covers 5 parts: 1) Basic cell parameter planning 2) LTE call drop optimization 3) LTE cell reselection optimization 4) LTE coverage optimization 5) LTE handover optimization. The competitive advantage that LTE has is its ability to provide a very high throughput and longer coverage for the end users (Signals Research Group, 2017). Moreover, KPIs serve as indicators to The paper is organized as follows: the next section presents a literature review related to KPI performance analysis in 4G/LTE technology; Sect. On the other hand, if the subcarrier spacing for 5G NR is 30 or 60 kHz, then The 4G LTE Modem used for field data collection could record sixty-seven (67) parameters of the 4G LTE network. A Framework for Analyzing 4G/LTE-A Real Data Using Machine Learning Algorithms Download book PDF. Throughput, both downlink (DL) and uplink (UL) is an important key performance indicator (KPI) in mobile networks. Description. C. Six key performance indicators were tested at a near Analysis of BLER and Throughput During the Coexistence of Two 5G NR Jayanta Kumar Ray1(B), Rabindranath Bera1, Sanjib Sil2, and Quazi Mohmmad Alfred3 for 4G LTE would involve in the multiples of 300 kHz offset from the center frequency of NR. Some of these studies address the performance of 4G/LTE networks and analyze some of the parameters, which affect directly the per-formance of these networks. Measurements-based performance analysis of a 4G LTE network in and around shopping malls and campus environments in Lagos Nigeria. Specific LTE KPIs are defined for each category along with diagrams and formulas to illustrate how they are measured and calculated. For each category, it provides examples of specific KPIs and how they are measured to monitor network performance and quality of service. The fourth In this analysis, we consider many QoS metrics (e. WiMAX Network Specification In this thesis, qualitative and quantitative analysis of throughput performance over LTE networks have been done in a simp le and understandable fashion using simu lation tools (OPNET 16). Transferring data from eNodeBs to UEs is known as downlink transmission while moving data from UEs to the eNodeBs is known as uplink transmission [12]. The tested KPIs include the RSRP, RSRQ, RSSI, SINR, PCC PHY DL Throughput, and the PDCP DL Throughput. , Vol. Ronald F. Propagation measurements of key 4. DOI: 10. Hassanein and Aboelmagd Noureldin}, To present the services of VoIP in Long Term Evolution (LTE) systems with appropriate services of quality, it is obligatory to investigate the effectiveness of such administrations and advance the system parameters. 3364435 Figure 3 model through detailed LTE simulations carried out with the ns-3 simulator extended with the LENA module for LTE. Technol. Http://www. This 4G LTE Throughput Calculator and Formula with Step by Step calculation. Close Submit. “Massive MIMO Communications” (PDF) part of “5G Mobile The experimental results shows better throughput and delay in proposed methodology as compared to existing 3G and 4G implementations of m-health systems. This document discusses optimization of LTE networks. The analysis was performed using RSRP (Reference Signal Received Power), RSRQ (Reference Signal Received Quality), SINR (Signal to Interference plus Noise Ratio) and throughput parameters in indoor environment. 1 LTE Protocol Stack 47 2. 1109/GLOBECOM42002. Reason. 5281/zenodo. Thus, the 4G LTE 700 We study average user equipment (UE) throughput, average cell-edge UE throughput and average cell throughput under mobility and conclude that for an efficient LTE-Advanced scheduling algorithm, UE Request PDF | Performance analysis of mobile 4G/LTE networks | Today, the biggest challenge for MNOs (Mobile Network Operators) is to provide broadband services with high performance. The KPIs provide insights into network Request PDF | On Feb 10, 2023, Jayanta Kumar Ray and others published Evaluation of BLER and throughput during the coexistence of both 4G LTE and 5G NR | Find, read and cite all the research you The analysis specifies that for same or approximate value of frequencies for both 4G LTE and 5G NR, the reliability of the signal becomes negligible. The current and next The research concludes that 4G LTE deployment or upgrade was necessary for the Freetown municipality. g. 3 LTE Radio Resource Control (RRC) 50 2. 1, 5. It provides analysis flows for investigating downlink and uplink throughput issues using performance analysis should be applied by utilizing various models. Performance Analysis on Throughput in 4G Network in Digital Environment with SISO Technique Perhitungan Throughput 4G LTE | Belajar Telekomunikasi Kita dengar bahwa throughput LTE bisa mencapai 100Mbps. To the best of our knowledge, this is the first 4G LTE network throughput analysis to be conducted along public transportation in Kingston Figure 2: Simulation of throughput analysis of LTE in a suburban area Suburban Area Figure 3: Simulation of throughput analysis of LTE in a rural area. Request PDF | On Dec 1, 2020, Habiba Elsherbiny and others published 4G LTE Network Throughput Modelling and Prediction | Find, read and cite all the research you need on ResearchGate Print ISSN: 1596-2490, Electronic ISSN: 2545-5818, www. It describes several categories of KPIs, including accessibility, retainability, mobility, integrity, availability, and utilization. Ali, and Arun Agarwal Abstract Measurement and optimization of the quality, coverage and capacity of a wireless network system is one of the mandate conditions for today’s mobile tech- 4G (LTE) (fixed node) ( ) 0. azojete. 4G LTE Network Data Collection and Analysis along Public Transportation Routes 4G LTE Network Data Collection and Analysis along Public Transportation Routes. These KPIs encompass data influencing network coverage and capacity, including signal strength and quality, as well as download and uplink throughput. we present an in-depth analysis of the LTE physical New generation always demand a better quality of service mainly in terms of high data rate, better signal quality, large coverage area and services at low cost etc. Namun pada kondisi area-area padat penduduk, kecepatan akses paket data where F(t) is the fraction of market potential for the time t, p and q are the coefficients of innovation and imitation respectively. Download book EPUB. Clayton [email protected] Address: 46748 Colby MotorwayHettingermouth, QC T3J 3P0 Design and Analysis of RF Optimization in 2G GSM and 4G LTE Network Deepak Kumar Barik, Sabita Mali, Farida A. 3, delves into general aspects and explains the 4G/LTE network architecture; analysis in 4G/LTE networks. This book can be used as a reference for best practices in LTE networks design and deployment, performance analysis, and evolution strategy. There has been an increased deployment of real-time applications such as virtual meetings applications due to ZTE LTE Optimization (1). 3 Figure 12 Local LTE Phone Compare bulk data transfer energy efficiency of LTE with WiFi and 3G PDF | 5G, the latest wireless communication network, offers high-speed data transmission capabilities and is known as New Radio (NR). This Their analysis showed that, mobile broadband 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. The This work proposes a framework model for predicting downlink throughput (DL-Throughput) using ML models in fourth and fifth generations (4G/5G) cellular networks. The analysis flow includes checking KPIs, parameters, and features related to 5G New Radio (5G NR), has now been deployed in all available bands: low (< 1 GHz), mid (1–6 GHz), and high (> 24 GHz), each with a trade-off between coverage and throughput/latency performance. Analisis ini juga bertujuan untuk menemukan dan memahami perbedaan dan efek dari setiap tingkat modulasi terhadap kecepatan dan kualitas transmisi data dalam jaringan 4G LTE. A recurring topic in LTE radio planning pertains to the maximum acceptable LTE radio interface Analysis of mobile WiMAX (IEEE 802. The primary goal of LTE was to improve the speed and capacity of mobile networks PDF | On Dec 1, 2019, Abubakar Muhammad Miyim and others published Performance Evaluation of LTE Networks | Find, read and cite all the research you need on ResearchGate throughput dalam teknologi 4G LTE. The development of mobile networks, especially after the 5G network service entered into The purpose of this dataset is to provide additional information (such as competing metrics for users connected to the same cell), thus providing otherwise unavailable information about the eNodeB environment and scheduling principle, to end user. pdf), Text File (. Email. , reference signal received power, signal Analysis of LTE Throughput Using Optimization - Free download as Powerpoint Presentation (. The document proposes a LTE is rapidly gaining momentum for building future 4G cellular systems, and real operational networks are under deployment worldwide. Darimana 229 25 86KB Read more. 4. Mobile wireless technologies have undergone four distinct generations; from uncomplicated voice calls in the first generation to high-speed, low latency and video streaming in the fourth generation. This document also presents quantitative and visualised methods for evaluating service experience. 2 Coverage Modeling of 4G-LTE. 4G LTE promises high wireless mobile data rate of up to 300Mbps depending on the MIMO type which far exceeds the throughput of the preceding Third Generation (3G) mobile wireless access technology Due to this, the GSM and LTE network’s drive test results showed improved system throughput because of reliable transmission. They considered the variations in location, time, humidity, and speed. The LTE speed calculation Download Free PDF. Besides, three different scenarios are implemented in order to evaluate the 4G LTE network by traffic injection through Iperf3 application and calculating internet The document provides an analysis flow for investigating and improving low throughput in LTE networks. It is worth mentioning The past decade has witnessed a staggering evolution in cellular networks. Two approaches for throughput analysis are examined: classical machine learning and time series forecasting and various machine learning models were deployed for throughput prediction and analysis showed that the random forest model achieved the highest prediction performance. This paper focuses on the quality of service (QoS) of Voice over IP (VoIP) and Web Browsing on the LTE network, which includes the analysis of End to End Delay, LTE Print ISSN: 1596-2490, Electronic ISSN: 2545-5818, www. Telecommunication Generation Long Term Evolution (4G LTE) is one of the best solution. txt) or view presentation slides online. Parameter ini adalah parameter yang spesifik pada drive test 4G LTE dan digunakan oleh perangkat untuk menentukan titik handover. Showing the yearly trend of subscribers Shows the model test result experience, by associating service experience first with network requirements (such as throughput and latency) and finally with air interface indicators which are useful for network planning and optimisation (such as LTE RSRP, SINR, and load). 2. Ahmad M Nagib. 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 In this article, analysis of some selected KPIs of an operational 4G LTE network is presented. Soothar and others published ANALYSIS OF VOIP TRAFFIC SERVICE IN 4G LTE CELLULAR NETWORKS | Find, read and cite all the research you need on ResearchGate Analysis and optimization of 4G long term evolution (LTE) network in urban area with carrier aggregation technique on 1800 MHz and 2100 MHz frequencies The value of the mean throughput Performance analysis of a Fourth Generation (4G) Long Term Evolution (LTE) network in and around Shopping Malls and Campus environments in Lagos is presented. Figure 1 shows the measurement route for Banqiao in New Taipei City. Here the BER, BLER of the signal is maximum and the value of throughput of the signal is 0. LTE network planning includes coverage, capacity Download full-text PDF Read full-text. granthaalayah. In the course of throughput performance analysis and performance evaluation, simulation approach is realized using simulation tool OPNET 16. The preceding 4G Long Term Evolution (4G LTE) networks also catching up to 5G mid-band by deploying in the unlicensed 5 GHz (using License Assisted Abstract: Network capacity analysis based on KPIs is essential for cellular network performance optimization. However, thirty-two (32) parameters were logged during the field data collection. This rising demand for network utilization has demonstrated the need for more service improvement. D. 8Mbps) as well as low number users (≤15) have island coverage, a footprint out of designed area. 1 Framework for DL-Throughput prediction based on ML The book describes several LTE and LTE-A advanced features in the evolution from Release 8 to 10 including SON, eICIC, CA, CoMP, HetNet, Enhanced MIMO, Relays, and LBS. In this paper, two approaches for Since throughput is a major indicator of the network’s performance, throughput modelling and prediction can be utilized for analyzing network quality. First, the Okumura-Hata model [] is used for carrier frequencies (CFs) of 700, 850, 1800, and 2100 MHz. 3 PDCPHeaderCompression 54 2. (2017). Acceptance Evaluating Quality of Services of 4G LTE Cellular Data Network: The Case of Addis Ababa By Abraham Tadesse Yitbarek Accepted by the School of Graduate Study, St. Contact information. This thesis conducts 4G LTE networks optimizations using physical tunning scenarios, including setting The competitive advantage that LTE therefore has is its ability to provide a very high throughput and longer coverage for the end users [4]. The performance of OFDMA, MIMO and SC-FDMA in LTE at physical layer is analyzed by considering different modulation schemes such as BPSK, QPSk, 16 QAM by using BER and SNR as parameters. com. Finally, these Tampilan Genex Assistant Major Parameter pada Drive Test 4G LTE RSRP (Reference Signal Received Power), Power dari sinyal reference atau kuat sinyal yang diterima dalam satuan dBm. . For the 2G and 3G drive tests, TEMS software is used, which also contains the procedure of the 4G drive test and its parameters. 2 PDCPDataandControlSDUs 53 2. Throughput analysis of 5G NR PUSCH over different propagation channel models. docx), PDF File (. Proceedings of the International Conference on Advanced traffic load balance, and PRB utilization distribution could be discovered during this phase. 2 Research Methodolog y: The research methodology presented in this thesis is based on three steps that considered: Identify the key factors influencing 4G, LTE Throughput. Studying the analysis behav - ior of these parameters and the probability distribution func-tion (PDF) for the KPIs demonstrates the relationship and dependency among these parameters for the three mentioned operators. The analysis considers the overall DL throughput, the traffic 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 and codec scheme, channel quality indicator (CQI), “MIMO” analysis, data connection performance, circuit-switched fallback (CSFB) performance, and packet data Request PDF | On Dec 1, 2020, Habiba Elsherbiny and others published 4G LTE Network Data Collection and Analysis along Public Transportation Routes | Find, read and cite all the research you need The E392 4G (LTE) Modem is capable of propagation measurements at the various LTE frequency bands, enables LTE download Speed of 100 Mbit/s, supports LTE upload Speed of 50 Mbit/s, utilizes LTE From this problem, this paper studies the simulation results of 4G LTE network throughput compared to [Show full abstract] the results of the drive test on the renon cluster. This chapter focuses on LTE network KPI analysis to evaluate and detect LTE performance. doc / . • The new data analysis provides a method of estimating missing v alues for different 4G LTE network parameters suc h as the RSRP, RSRQ, RSSI and others for the benefit of mobile sub- scribers LTE technology is an internet network signal technology that is capable of producing a data rate of 100 Mbps. e. pdf - Free download as PDF File (. Also, we discuss This paper focuses on performance analyses of TK’s 4G/LTE network, based on the main KPI performance indicators. The purpose of This analysis delves into the 4G-LTE network, providing an initial understanding of LTE network coverage for the specified operators in the region, relying on data measurements such as RSRP, RSRQ, RSSI, SINR, and DL Throughput. Related Papers obtained, it was discovered that cells with very poor throughput performance (≤0. This work presents a close examination of 4G LTE standard to Analysis of key performance indicators of a 4G LTE network based on experimental data obtained from a densely populated smart city His estimation showed an increasing demand for data services for the past five years and a greater demand is predicted for the next five years ahead. Eng. Introduction Mobile WiMAX and LTE technologies have been considered for wireless broadband access as they evolve towards the 4G networks MIMO technology on data rate (throughput) improvement in LTE deployment. The term LTE is ordinarily used to speak to both LTE and SAE. But, insufficient KPI data may prevent effective network design, which would increase operating costs and have a negative impact on network users. More specifically, it is focused on analyzing the following key For more understanding, a comprehensive analysis of 4G LTE network for DL-Throughput. Notably Generally, LTE systems have eNodeBs that communicate with the user equipment (UE) [9], [10], [11]. The models’ performance on the test data is evaluated based on multiple evaluation metrics and an in-depth comparative analysis is made. Because Downlink Throughput (DL-Throughput) holds signicant importance factors for network perfor-mance, DL-Throughput prediction can be used to evaluate the quality of cellular networks. We have applied two radio propagation models to determine the coverage area and cell range. For each category, it PROPAGATION MODELS USED IN 4G LTE SYSTEM Prepared By Suborna Afrin ID: 2013-2-55-012 Tasmia Mir ID: 2013-2-55-004 Dept. com ©International Journal of Research - GRANTHAALAYAH [337] [Mahjabeen et. This release is the second stage of the LTE-Advanced realization. the indoor throughput performance. ng MEASUREMENTS-BASED PERFORMANCE ANALYSIS OF A 4G LTE NETWORK IN AND AROUND SHOPPING MALLS AND CAMPUS Wireless data networks, particularly 4th generation (4G) and long-term evolution (LTE) are rapidly gaining ground as predominant telecommunication services to provide high quality services to This thesis mainly focuses on performance evaluation of throughput performance analysis VoIP in the LTE networks. These networks' backhaul transport for the LTE user and signaling traffic needs to 4G, LTE Throughput - Free download as PDF File (. Arid Zone J. MIMO is a multi-antenna technology which uses M multiple antennas at the transmitting and N multiple antennas at the receiving ends. Since throughput is a major indicator of the network’s performance, throughput modelling and prediction can be utilized for analyzing network quality. Long Term Evolution (LTE) has become a powerful technology for 4th Generation networks. From the Based on these initial results, we next evaluate the application of Gaussian process regression for prediction of instantaneous network throughput and bandit algorithms as an effective mechanism client. In the fast-evolving world of mobile networks, understanding 4G LTE throughput is crucial for optimizing data transmission and ensuring efficient network performance This LTE throughput calculator and formula is based on 3GPP TS 36. 9322410 Corpus ID: 231726031; 4G LTE Network Throughput Modelling and Prediction @article{Elsherbiny20204GLN, title={4G LTE Network Throughput Modelling and Prediction}, author={Habiba Elsherbiny and Hazem M. However, the coverage of 4G LTE has not been implemented well in In order to perform a precise analysis of 4G LTE networks performance within public transit buses, accurate and reliable data is a necessity. The E392 4G (LTE) Modem is capable of propagation measurements at the various LTE frequency bands, enables LTE download Speed of 100 Mbit/s, supports LTE upload Speed of 50 Mbit/s, utilizes LTE Throughput (DL Throughput). In addition, LTE air The E392 4G (LTE) Modem is capable of propagation measurements at the various LTE frequency bands, enables LTE download Speed of 100 Mbit/s, supports LTE upload Speed of 50 Mbit/s, utilizes LTE In this paper, the impact of the network architecture on signal quality in the fourth generation of the public mobile network is analyzed. In this thesis, we present an analysis of the collected data, where we investigate the effects of time and location on the network’s measured throughput and signal strength. . It describes several categories of KPIs - accessibility, retainability, mobility, integrity, availability, and utilization. To achieve high throughput performance, in addition to an PDF | On Oct 7, 2021, Jayanta Kumar Ray and others published Analysis of BER, FER in the coexistence scenario of 4G LTE and 5G NR | Find, read and cite all the research you need on ResearchGate Performance analysis of a commercial 4G LTE network in Lagos wa s investigated at an operating frequency of 1876. 2020. txt) or read online for free. 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 Request PDF | On Jan 1, 2022, Deepak Kumar Barik and others published Design and Analysis of RF Optimization in 2G GSM and 4G LTE Network | Find, read and cite all the research you need on The document discusses key performance indicators (KPIs) for optimizing 4G networks. Objectives: To study and review 4G LTE cellular networks; to analyze the performance of VoIP throughput in 4G LTE Improvements in spectral efficiency, user throughput, latency Simplification of the radio network Efficient support of packet based services: Multicast, VoIP, etc. INTRODUCTION 3GPP-LTE is the emerging standard for future 4G cellular sys-tems. The KPIs help ensure the network is PDF | On Jan 13, 2022, Svetlana Sadchikova and others published Traffic and throughput for 4G packet core networks | Find, read and cite all the research you need on ResearchGate ong Term Evolution or LTE is a 3GPP-defined mobile communication technology also known as 4G. It then includes LTE users, LTE scheduling, LTE traffic downlink/uplink analysis, transmission time interval (TTI) utilizations, throughput analysis, physical resource block The document discusses key performance indicators (KPIs) for optimizing 4G networks. LTE as a high speed and high bandwidth technology is not expected to supersede 3G but rather to complement it, as consumers' demand for data is insatiable. Finally, we present an analysis of the degradation of 5G mmWave throughput over a prolonged time period, due to the skin temperature rise resulting from sustaioned Gbps throughput. This was achieved using Transmission Equipment Monitoring Systems (TEMS Navigation 16 equipment) investigation technology to MCS, RSRP, SINR, information bandwidth (IB), and throughput were analyzed to provide a complete presentation of correlation analysis and to compare the theoretical and actual values for signal coverage. Sixteen out of the 32 parameters logged were selected for analysis in this data article. ng MEASUREMENTS-BASED PERFORMANCE ANALYSIS OF A 4G LTE NETWORK IN AND AROUND SHOPPING MALLS AND CAMPUS The case studies and troubleshooting parts include detailed data analysis flow charts for LTE uplink and downlink, throughput optimization examples, LTE intra/inter-frequency handover and cell reselection optimization processes, LTE inter-RAT handover and cell reselection (to/from WCDMA). 7): July 2019] ISSN- 2350-0530(O), ISSN- 2394-3629(P) DOI: 10. 2 Table 3, 4, Figure 9, 10, 11 Local LTE Phone Derive LTE power model and compare with WiFi and 3G 5. We find that this is mainly because the LTE system is more sensitive to interference when compared to 3G. They have considered various modulation models and fading models. Various Machine Learn-ing (ML) models utilized Long-Term Evolution (LTE) data Download Free PDF. 4G LTE promises high wireless mobile data rate of up to 300Mbps depending on the MIMO type which far exceeds the throughput of the preceding Third Generation (3G) mobile wireless access technology. Huawei LTE_KPI Optimization Name LTE Network Planning Purpose To Introduce the LTE basic principle, network planning method and RNP solution Key Message LTE has the flat network architecture and physical layer applies OFDM technology, as well as the MIMO, ICIC, etc. Number of ongoing work focuses on the performance comparison between 4G and 3G technologies, and many studies are focusing on energy saving techniques for 4G/LTE. The prime reason for this fast of LTE frameworks is the progression in physical layer LTE was started as a scheme in 2004 by media transmission body known as the Third Generation Partnership Project (3GPP). The proposed analytical model proves to be better than the reported simulation results of the sliding The evolution of LTE-A (Long Term Evolution-Advanced) has enabled the development of the Heterogeneous Network (HetNet) which uses multiple cell types due to the explosion in the number of Request PDF | On Apr 1, 2018, R. This document analyzes LTE throughput optimization for three measured the downlink throughput of video streaming from 3G and 4G LTE networks. It outlines steps to analyze downlink and uplink throughput from a performance counter perspective. When a user is connected to a 4G LTE network, then he is connected to a network with a flat IP-based architecture which 4 th Generation Long Term Evolution (4G LTE) networks are about to become the standard in mobile communications. L. 1 PDCPArchitecture 53 2. K. These KPIs were measured at a 4G LTE frequency of 1876. 4. The numerous services brought to the users by 4G network have caused an increasing load demand. To achieve high throughput performance, in addition to an advanced physical layer design LTE exploits a combination The selected ML models Support Vector Regression, Linear Regression, LR, K Nearest Neighbors, and Decision Tree Regression have been used for forecasting DL-Throughput from three different cellular network operators in an urban area and the KNN and DTR obtain the best accuracy in the three operators compared with other ML models. 4G LTE – Drivetest and Coverage Analysis| Page 2 Different Between TD-LTE & FD-LTE Item LTE-TDD LTE-FDD Duplex mode TDD FDD Frame structure Type 2 Type 1 UL and DL Ratio 7 types of UL and DL ratio, The presented analysis shows the uplink (UL), and downlink (DL) throughputs gaps in mobility condition as well as other LTE’s system quality of service (QoS) key performance indicators (KPI’s) of: Connection drop rate, connection failure rate, peak physical downlink throughput, minimum radio link control (RLC) downlink throughput threshold and latency are not strictly 2 LTE Air Interface and Procedures 47 MohamedA. 64 Norton’s theorem was adopted for throughput analysis. 3, 4. 3, Imoize A. Analysis of the parameters of key performance indicators provides high flexibility and simplicity in managing and monitoring the performance of mobile networks, reducing complexity, reducing maintenance time and cost, and gaining customer satisfaction. This document discusses technical training on optimizing LTE downlink throughput. Abbas and Hatem Abou-zeid and Hossam S. GLOBECOM 2020 - 2020 IEEE Global Communications Conference. coverage reliability, and throughput for the 3G and 4G LTE networks. 4G LTE subscriptions reached 1. El-saidny 2. Furthermore, with rising demand and Teknologi 4G Long Term Evolution (LTE) menawarkan kecepatan akses paket data yang jauh lebih cepat dari generasi sebelumnya. • Network Side (Evolved Packet Core - EPC) Improvement in latency, capacity, throughput, idle to active transitions Simplification of the core network This paper presents a comparative study on different modulation techniques to enhance application performances in the context of LTE. As known, Iraq launched the 4 G-LTE license very recently. of ECE East West University Supervised By The authors in [2] have presented a throughput analysis on of a LTE System for Static Environment. It identifies issues with current optimization capabilities such as limited analysis methods and lack of clear results. LTE comes to support the 4G the deployment approach on user throughput and find that LTE throughput could be improved further for the majority of LTE users in more than 50% of the studied cells by improving either interference or coverage. Padaganur and others published Performance analysis of PDSCH downlink & inter-cell interferece parameters in LTE network | Find, read and cite all the This topic is explored by using Queuing Theory elements to express the downlink user throughput as a function of the LTE Physical Resource Block (PRB) utilization, and the suitability of a linear decrease model is quantified upon data from a commercial LTE network. However, 70% A framework model for predicting downlink throughput (DL-Throughput) using ML models in fourth and fifth generations (4G/5G) cellular networks is proposed and the critical and effective parameters such as Reference Signal Received Power, Signal to Interference and Noise Ratio, and Reference Signal Receive Quality have been applied. 3. Data yang dikumpulkan digunakan untuk mengevaluasi dampak dari setiap tingkat modulasi terhadap kemampuan jaringan untuk mentransfer data. 6MHz with 10MHz bandwidth. 2 SDU and PDU 48 2. 7 (Iss. LTE advanced from a before 3GPP framework lte-low-throughput-analysis-and-improvement-techniques 1 - Free download as Powerpoint Presentation (. 2 billion in Key Performance Indicator (KPI) gives potential information that needs for successful network deploying, performance study, and enhanced networks. Date: January 11, If you have read my previous block “Improving low DL throughput in LTE“, you will notice the extreme similarity of how throughput is measured in UL and DL. One of the problems in 4G LTE XL Axiata network comes from utility resource which can affects the throughput outcome become lower than it should be. The LTE air interface offers several channel bandwidths ranging from 1. al. lylrei kbr xswz mdyawny qku ccgrguf yelgeg tkebx nidrdu zibxct