Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022
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Brac University
2022
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| Онлайн доступ: | http://hdl.handle.net/10361/17190 |
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10361-171902022-09-11T21:01:40Z Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm Sakib, Md. Nazmur Islam, Md. Shamiul Islam, Md. Rifatul Zaman, Shakila Shakil, Arif Department of Computer Science and Engineering, Brac University 5G IoT NB-IoT LTE-M Resource-allocation OEA Algorithm RASS Algorithm 5G mobile communication systems. Computer communication systems. This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022 Cataloged from PDF version of thesis. Includes bibliographical references (pages 53-55). With the fast growth of heterogeneous technology, today’s world is influenced by the Internet of Things (IoT) in immense ways. IoT networks connect resource constrained devices to provide automatic services which require low energy consump tion rates, less memory to store information, better bandwidth rate, high processing speed, and a wide range of coverage to ensure a good Quality of Service (QoS). Recently, energy consumption is becoming increasingly concerned for the large de gree of IoT devices. Therefore, NB-IoT and LTE-M, low-power wide-area networks standardized by 3GPP, are used in 5G technology to cope with the required power. Moreover, another significant concern in the IoT network is resource allocation that guarantees load balancing along with low operational cost and less energy consump tion. In this work, OEA algorithm is used by incorporating appropriate data and parameters for resource allocation in 5G enable NB-IoT and LTE-M networks. We have also proposed a novel algorithm-RASS with Probabilistic Mating, which is used to assign transmissions and powers in an efficient manner. RASS is enabled to generate resource allocation strategies to produce a new optimization model for solving issues faster.This procedure fits the computation requirements, unless that statement is fulfilled, the alteration process goes successfully. This is best explained using methods farther down. Md. Nazmur Sakib Md. Shamiul Islam Md. Rifatul Islam B. Computer Science and Engineering 2022-09-11T05:45:47Z 2022-09-11T05:45:47Z 2022 2022-01 Thesis ID: 17301124 ID: 17301108 ID: 21301714 http://hdl.handle.net/10361/17190 en_US Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 55 pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
en_US |
| topic |
5G IoT NB-IoT LTE-M Resource-allocation OEA Algorithm RASS Algorithm 5G mobile communication systems. Computer communication systems. |
| spellingShingle |
5G IoT NB-IoT LTE-M Resource-allocation OEA Algorithm RASS Algorithm 5G mobile communication systems. Computer communication systems. Sakib, Md. Nazmur Islam, Md. Shamiul Islam, Md. Rifatul Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022 |
| author2 |
Zaman, Shakila |
| author_facet |
Zaman, Shakila Sakib, Md. Nazmur Islam, Md. Shamiul Islam, Md. Rifatul |
| format |
Thesis |
| author |
Sakib, Md. Nazmur Islam, Md. Shamiul Islam, Md. Rifatul |
| author_sort |
Sakib, Md. Nazmur |
| title |
Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm |
| title_short |
Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm |
| title_full |
Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm |
| title_fullStr |
Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm |
| title_full_unstemmed |
Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm |
| title_sort |
performance enhancement of 5g network using nb-iot with lte-m and novel rass algorithm |
| publisher |
Brac University |
| publishDate |
2022 |
| url |
http://hdl.handle.net/10361/17190 |
| work_keys_str_mv |
AT sakibmdnazmur performanceenhancementof5gnetworkusingnbiotwithltemandnovelrassalgorithm AT islammdshamiul performanceenhancementof5gnetworkusingnbiotwithltemandnovelrassalgorithm AT islammdrifatul performanceenhancementof5gnetworkusingnbiotwithltemandnovelrassalgorithm |
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