The Analysis of Key Performance Indicators (KPI) in 4G/LTE Networks

Krasniqi, Fidel; Gavrilovska, Liljana; Maraj, Arianit

doi:10.1007/978-3-030-23976-3_25

Cited by 9 publications

(5 citation statements)

References 20 publications

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“…As stated in the research of (Farsi et al, 2019), (Nisyah & Mustafa, 2020) on "Signal Quality Analysis of Intra and Inter Handover Performance on 4G LTE Networks Using the SSV (Single Site Verification) Method", this research was conducted in the Tlogomas Malang area using Telkomsel operators. In this study, it was found that the signal quality and handover quality of the 4G LTE network met the standardization provided by the KPI, for the condition of handover success (Krasniqi et al, 2019), which was 100% with the signal quality of the RSRP and SINR parameters resulting in a percentage of 73% and 91.21% in accordance with the standards desired by operators and vendors using the Single Site Verification drive test method (Okorogu et al, 2023). In addition, there is also about handover research conducted by (Setiadi et al, 2020), which discusses the quality analysis of handover on video call communication on 4G LTE (Long Term Evolution) networks based on drive test data in ketapang city (Shakir et al, 2023), (Kheddar, 2022).…”

Section: Introductionmentioning

confidence: 62%

Handover Analysis Of 4G LTE (Long Term Evolution) At A Frequency Of 2400 Mhz

Akhyar,

Afrizal Yuhanef,

Dikky Chandra

et al. 2023

j. inspir.

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Information technology has now become a primary need for many individuals, facilitating access to various needs, including work, learning, and other activities. Mobile phones allow users to stay connected to the internet without interruption, even when traveling out of town, thanks to their ability to switch between cells or through a process known as handover. The focus of this article is on the impact of handover on 4G LTE networks. The data collection approach in this research uses the drive test method by utilizing the tems pocket application to retrieve internet network data. The research results highlight the importance of understanding how handover can affect 4G LTE network performance. With the role of information technology increasingly dominating everyday life, a deep understanding of technical aspects such as handover has become essential to maintaining the quality and efficient availability of cellular communications services.

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Section: Introductionmentioning

confidence: 62%

Handover Analysis Of 4G LTE (Long Term Evolution) At A Frequency Of 2400 Mhz

Akhyar,

Afrizal Yuhanef,

Dikky Chandra

et al. 2023

j. inspir.

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“…The service level KPIs often discussed in 5G-enabled healthcare literature to address several aspects of the communication network, including availability , accessibility , reliability , data rate , and retainability . Availability is the fraction of time the network is available to provide the services users demand [ 15 ]. Accessibility is discussed in the context of connectivity time, which measures the time to establish a network connection, starting at the user request and ending at the beginning of the data transmission.…”

Section: Key Performance Indicators For 5g-healthcarementioning

confidence: 99%

Communication Requirements in 5G-Enabled Healthcare Applications: Review and Considerations

et al. 2022

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Fifth generation (5G) mobile communication technology can enable novel healthcare applications and augment existing ones. However, 5G-enabled healthcare applications demand diverse technical requirements for radio communication. Knowledge of these requirements is important for developers, network providers, and regulatory authorities in the healthcare sector to facilitate safe and effective healthcare. In this paper, we review, identify, describe, and compare the requirements for communication key performance indicators in relevant healthcare use cases, including remote robotic-assisted surgery, connected ambulance, wearable and implantable devices, and service robotics for assisted living, with a focus on quantitative requirements. We also compare 5G-healthcare requirements with the current state of 5G capabilities. Finally, we identify gaps in the existing literature and highlight considerations for this space.

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“…The results of the analysis show that the availability KPI has less values than the threshold (>99%). [15] stated that future studies would focus on the analysis of the QoS in the overall 4G/LTE network executed in TK and that the major challenges the operators will encounter during the transition process from 4G to 5G technologies would also be addressed. [16] used network statistics to evaluate the QoS of a cellular network service provider of an enclosed area during a church event.…”

Section: Introductionmentioning

confidence: 99%

Validation of Key Performance Indicators of Mobile Telecommunication Operators Using Ensemble Models and Artificial Neural Networks With Nigerian Communication Commission’s Thresholds

Awofolaju,

Lasisi,

Ajewole

et al. 2024

UJEES

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This paper presents the comparative studies among the predictive models used for the validation of the key parameter indicators of mobile network operators with the Nigerian Communication Commission’s threshold. Four Key Performance Indicators were predicted using artificial neural networks and ensemble models which include bagging and LSBoost models. The Key Performance Indicators and weather parameters for six locations in Southwestern Nigeria were employed. MATLAB R2020a was employed to develop the three models. Microsoft Excel was used in the analysis of the dataset. The bagging model gave the best average compliance of 94% and 100% for CSSR and TCH Congestion Rate respectively while the ANN model yielded the best average compliance of 76.7% and 85.2% for DCR and SDCCH Congestion Rate respectively..

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The Analysis of Key Performance Indicators (KPI) in 4G/LTE Networks

Cited by 9 publications

References 20 publications

Handover Analysis Of 4G LTE (Long Term Evolution) At A Frequency Of 2400 Mhz

Handover Analysis Of 4G LTE (Long Term Evolution) At A Frequency Of 2400 Mhz

Communication Requirements in 5G-Enabled Healthcare Applications: Review and Considerations

Validation of Key Performance Indicators of Mobile Telecommunication Operators Using Ensemble Models and Artificial Neural Networks With Nigerian Communication Commission’s Thresholds

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