{"title":"具有负载适应性的高时效随机存取","authors":"Jiwen Wang;Rongrong Zhang;Jihong Yu;Ju Ren;Yun Li","doi":"10.1109/TMC.2024.3453042","DOIUrl":null,"url":null,"abstract":"The lightweight and energy-efficient Frame Slotted Aloha (FSA) protocol has become a promising MAC protocol in large-scale IoT systems. Existing work on minimizing the age of information (AoI) of FSA protocol cannot significantly benefit from frequent packet generations when the packet generation rate \n<inline-formula><tex-math>$\\lambda$</tex-math></inline-formula>\n exceeds its throughput \n<inline-formula><tex-math>$e^{-1}$</tex-math></inline-formula>\n. To fill this gap, this paper proposes two age threshold-based algorithms to reduce the AoI of FSA systems for \n<inline-formula><tex-math>$\\lambda > e^{-1}$</tex-math></inline-formula>\n, namely TF and TF+. Their core ideas are to only allow the nodes with age gain over the configured thresholds to send their packets so that the FSA systems are slimmed to a stable one with \n<inline-formula><tex-math>$\\lambda < e^{-1}$</tex-math></inline-formula>\n and a polling system, respectively. Technically, we design the threshold configuration rules for the two algorithms and characterize the normalized average AoI. We also conduct simulation and the results show that TF and TF+ achieve lower AoI than the prior works.","PeriodicalId":50389,"journal":{"name":"IEEE Transactions on Mobile Computing","volume":"23 12","pages":"15210-15223"},"PeriodicalIF":7.7000,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Age-Efficient Random Access With Load Adaptation\",\"authors\":\"Jiwen Wang;Rongrong Zhang;Jihong Yu;Ju Ren;Yun Li\",\"doi\":\"10.1109/TMC.2024.3453042\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The lightweight and energy-efficient Frame Slotted Aloha (FSA) protocol has become a promising MAC protocol in large-scale IoT systems. Existing work on minimizing the age of information (AoI) of FSA protocol cannot significantly benefit from frequent packet generations when the packet generation rate \\n<inline-formula><tex-math>$\\\\lambda$</tex-math></inline-formula>\\n exceeds its throughput \\n<inline-formula><tex-math>$e^{-1}$</tex-math></inline-formula>\\n. To fill this gap, this paper proposes two age threshold-based algorithms to reduce the AoI of FSA systems for \\n<inline-formula><tex-math>$\\\\lambda > e^{-1}$</tex-math></inline-formula>\\n, namely TF and TF+. Their core ideas are to only allow the nodes with age gain over the configured thresholds to send their packets so that the FSA systems are slimmed to a stable one with \\n<inline-formula><tex-math>$\\\\lambda < e^{-1}$</tex-math></inline-formula>\\n and a polling system, respectively. Technically, we design the threshold configuration rules for the two algorithms and characterize the normalized average AoI. We also conduct simulation and the results show that TF and TF+ achieve lower AoI than the prior works.\",\"PeriodicalId\":50389,\"journal\":{\"name\":\"IEEE Transactions on Mobile Computing\",\"volume\":\"23 12\",\"pages\":\"15210-15223\"},\"PeriodicalIF\":7.7000,\"publicationDate\":\"2024-09-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Mobile Computing\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10663280/\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Mobile Computing","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10663280/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
The lightweight and energy-efficient Frame Slotted Aloha (FSA) protocol has become a promising MAC protocol in large-scale IoT systems. Existing work on minimizing the age of information (AoI) of FSA protocol cannot significantly benefit from frequent packet generations when the packet generation rate
$\lambda$
exceeds its throughput
$e^{-1}$
. To fill this gap, this paper proposes two age threshold-based algorithms to reduce the AoI of FSA systems for
$\lambda > e^{-1}$
, namely TF and TF+. Their core ideas are to only allow the nodes with age gain over the configured thresholds to send their packets so that the FSA systems are slimmed to a stable one with
$\lambda < e^{-1}$
and a polling system, respectively. Technically, we design the threshold configuration rules for the two algorithms and characterize the normalized average AoI. We also conduct simulation and the results show that TF and TF+ achieve lower AoI than the prior works.
期刊介绍:
IEEE Transactions on Mobile Computing addresses key technical issues related to various aspects of mobile computing. This includes (a) architectures, (b) support services, (c) algorithm/protocol design and analysis, (d) mobile environments, (e) mobile communication systems, (f) applications, and (g) emerging technologies. Topics of interest span a wide range, covering aspects like mobile networks and hosts, mobility management, multimedia, operating system support, power management, online and mobile environments, security, scalability, reliability, and emerging technologies such as wearable computers, body area networks, and wireless sensor networks. The journal serves as a comprehensive platform for advancements in mobile computing research.