{"title":"异构无线网络的自适应无线电接入技术选择算法","authors":"F. Ariba, F. K. Ojo, Zacheeus Kayode Adeyemo","doi":"10.53982/ajerd.2024.0702.05-j","DOIUrl":null,"url":null,"abstract":"In Heterogeneous Wireless Networks (HWNs), Radio Access Technologies (RAT) can only consider the situation of one particular Radio Resource Management (RRM) which is unsuitable for managing multiple RATs. This study deployed an adaptive RAT selection scheme model to allocate users to the best RAT with the use of the cost function variable. The adopted model uses different input criteria like signal strength, network loads, service type and QoS requirement for the best access network selections. The adaptive RAT selection algorithm was executed in different service mixes (voice and data service) to access model suitability for users in Global System for Mobile Communications with Enhanced Data Rates for Global Evolution Radio Access Network (GERAN) and Universal Mobile Telecommunications System Radio Access Network (UTRAN). The proposed algorithm resulted in the call blocking probability reduction by 0.03 for GERAN and 0.14 for UTRAN as validated with the existing algorithm based on load balancing, service-based and priority-based. The drop implied an increased probability of ensuring session stability and high quality of the active service, leading to a high load distribution.","PeriodicalId":394198,"journal":{"name":"ABUAD Journal of Engineering Research and Development (AJERD)","volume":"63 24","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Adaptive Radio Access Technology Selection Algorithm for Heterogeneous Wireless Networks\",\"authors\":\"F. Ariba, F. K. Ojo, Zacheeus Kayode Adeyemo\",\"doi\":\"10.53982/ajerd.2024.0702.05-j\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In Heterogeneous Wireless Networks (HWNs), Radio Access Technologies (RAT) can only consider the situation of one particular Radio Resource Management (RRM) which is unsuitable for managing multiple RATs. This study deployed an adaptive RAT selection scheme model to allocate users to the best RAT with the use of the cost function variable. The adopted model uses different input criteria like signal strength, network loads, service type and QoS requirement for the best access network selections. The adaptive RAT selection algorithm was executed in different service mixes (voice and data service) to access model suitability for users in Global System for Mobile Communications with Enhanced Data Rates for Global Evolution Radio Access Network (GERAN) and Universal Mobile Telecommunications System Radio Access Network (UTRAN). The proposed algorithm resulted in the call blocking probability reduction by 0.03 for GERAN and 0.14 for UTRAN as validated with the existing algorithm based on load balancing, service-based and priority-based. The drop implied an increased probability of ensuring session stability and high quality of the active service, leading to a high load distribution.\",\"PeriodicalId\":394198,\"journal\":{\"name\":\"ABUAD Journal of Engineering Research and Development (AJERD)\",\"volume\":\"63 24\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ABUAD Journal of Engineering Research and Development (AJERD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.53982/ajerd.2024.0702.05-j\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ABUAD Journal of Engineering Research and Development (AJERD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.53982/ajerd.2024.0702.05-j","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
在异构无线网络(HWN)中,无线接入技术(RAT)只能考虑一种特定无线资源管理(RRM)的情况,不适合管理多种 RAT。本研究采用自适应 RAT 选择方案模型,利用成本函数变量将用户分配到最佳 RAT。所采用的模型使用不同的输入标准,如信号强度、网络负载、服务类型和 QoS 要求,以选择最佳接入网络。在不同的服务组合(语音和数据服务)中执行了自适应 RAT 选择算法,以获得模型对全球移动通信系统增强数据速率全球演进无线接入网(GERAN)和通用移动电信系统无线接入网(UTRAN)用户的适用性。与基于负载均衡、基于服务和基于优先级的现有算法相比,提议的算法使 GERAN 的呼叫阻塞概率降低了 0.03,UTRAN 的呼叫阻塞概率降低了 0.14。这一下降意味着确保会话稳定性和主动服务高质量的可能性增加,从而导致高负载分布。
Adaptive Radio Access Technology Selection Algorithm for Heterogeneous Wireless Networks
In Heterogeneous Wireless Networks (HWNs), Radio Access Technologies (RAT) can only consider the situation of one particular Radio Resource Management (RRM) which is unsuitable for managing multiple RATs. This study deployed an adaptive RAT selection scheme model to allocate users to the best RAT with the use of the cost function variable. The adopted model uses different input criteria like signal strength, network loads, service type and QoS requirement for the best access network selections. The adaptive RAT selection algorithm was executed in different service mixes (voice and data service) to access model suitability for users in Global System for Mobile Communications with Enhanced Data Rates for Global Evolution Radio Access Network (GERAN) and Universal Mobile Telecommunications System Radio Access Network (UTRAN). The proposed algorithm resulted in the call blocking probability reduction by 0.03 for GERAN and 0.14 for UTRAN as validated with the existing algorithm based on load balancing, service-based and priority-based. The drop implied an increased probability of ensuring session stability and high quality of the active service, leading to a high load distribution.