{"title":"多频段毫米波异构蜂窝网络中基站的用户关联和资源分配算法","authors":"Jianfei Li","doi":"10.1007/s11277-024-11532-2","DOIUrl":null,"url":null,"abstract":"<p>Network densification is a key technology to meet the rapid growth of 5G traffic. Millimeter wave has rich spectrum resource, short propagation distance and obvious directivity. Therefore, the dense millimeter wave network can reduce co-frequency interference and improve network capacity. To make full use of spectrum resource, this paper proposes a user association algorithm in multi-band millimeter wave network, which maximizes the weighted total rate of network while meeting the requirement of users and backhaul bandwidth constraint of base stations (BS). To enrich resource management method of network, the resource proportion of BS allocated to each user is also jointly optimized. For the mixed integer optimization problem which is difficult to solve after modeling, we adopt penalty function and Marks–Wright algorithm to obtain solution. Simulation results show that compared with three similar algorithms, the proposed scheme can rationally utilize network resource, avoid load imbalance, and has the highest total rate of network.</p>","PeriodicalId":23827,"journal":{"name":"Wireless Personal Communications","volume":"7 1","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"User Association and Resource Allocation Algorithm of Base Station in Multi-Band Millimeter Wave Heterogeneous Cellular Networks\",\"authors\":\"Jianfei Li\",\"doi\":\"10.1007/s11277-024-11532-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Network densification is a key technology to meet the rapid growth of 5G traffic. Millimeter wave has rich spectrum resource, short propagation distance and obvious directivity. Therefore, the dense millimeter wave network can reduce co-frequency interference and improve network capacity. To make full use of spectrum resource, this paper proposes a user association algorithm in multi-band millimeter wave network, which maximizes the weighted total rate of network while meeting the requirement of users and backhaul bandwidth constraint of base stations (BS). To enrich resource management method of network, the resource proportion of BS allocated to each user is also jointly optimized. For the mixed integer optimization problem which is difficult to solve after modeling, we adopt penalty function and Marks–Wright algorithm to obtain solution. Simulation results show that compared with three similar algorithms, the proposed scheme can rationally utilize network resource, avoid load imbalance, and has the highest total rate of network.</p>\",\"PeriodicalId\":23827,\"journal\":{\"name\":\"Wireless Personal Communications\",\"volume\":\"7 1\",\"pages\":\"\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2024-08-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Wireless Personal Communications\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1007/s11277-024-11532-2\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"TELECOMMUNICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Wireless Personal Communications","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1007/s11277-024-11532-2","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"TELECOMMUNICATIONS","Score":null,"Total":0}
User Association and Resource Allocation Algorithm of Base Station in Multi-Band Millimeter Wave Heterogeneous Cellular Networks
Network densification is a key technology to meet the rapid growth of 5G traffic. Millimeter wave has rich spectrum resource, short propagation distance and obvious directivity. Therefore, the dense millimeter wave network can reduce co-frequency interference and improve network capacity. To make full use of spectrum resource, this paper proposes a user association algorithm in multi-band millimeter wave network, which maximizes the weighted total rate of network while meeting the requirement of users and backhaul bandwidth constraint of base stations (BS). To enrich resource management method of network, the resource proportion of BS allocated to each user is also jointly optimized. For the mixed integer optimization problem which is difficult to solve after modeling, we adopt penalty function and Marks–Wright algorithm to obtain solution. Simulation results show that compared with three similar algorithms, the proposed scheme can rationally utilize network resource, avoid load imbalance, and has the highest total rate of network.
期刊介绍:
The Journal on Mobile Communication and Computing ...
Publishes tutorial, survey, and original research papers addressing mobile communications and computing;
Investigates theoretical, engineering, and experimental aspects of radio communications, voice, data, images, and multimedia;
Explores propagation, system models, speech and image coding, multiple access techniques, protocols, performance evaluation, radio local area networks, and networking and architectures, etc.;
98% of authors who answered a survey reported that they would definitely publish or probably publish in the journal again.
Wireless Personal Communications is an archival, peer reviewed, scientific and technical journal addressing mobile communications and computing. It investigates theoretical, engineering, and experimental aspects of radio communications, voice, data, images, and multimedia. A partial list of topics included in the journal is: propagation, system models, speech and image coding, multiple access techniques, protocols performance evaluation, radio local area networks, and networking and architectures.
In addition to the above mentioned areas, the journal also accepts papers that deal with interdisciplinary aspects of wireless communications along with: big data and analytics, business and economy, society, and the environment.
The journal features five principal types of papers: full technical papers, short papers, technical aspects of policy and standardization, letters offering new research thoughts and experimental ideas, and invited papers on important and emerging topics authored by renowned experts.