首页 | 本学科首页   官方微博 | 高级检索  
     


Adaptive resource allocation algorithm for internet of things with bandwidth constraint
Authors:Zheng Li  Kaihua Liu  Yuting Su  Yongtao Ma
Affiliation:School of Electronic Information Engineering, Tianjin University, Tianjin 300072, China
Abstract:In order to improve the transmission accuracy and efficiency of sensing and actuating signals in Internet of Things(IoT) and ensure the system stability,an adaptive resource allocation algorithm is proposed,which dynamically assigns the network bandwidth and priority among components according to their signals’ frequency domain characteristics.A remote sensed and controlled unmanned ground vehicle(UGV) path tracking test-bed was developed and multiple UGV’s tracking error signals were measured in the simulation for performance evaluation.Results show that with the same network bandwidth constraints,the proposed algorithm can reduce the accumulated and maximum errors of UGV path tracking by over 60% compared with the conventional static algorithm.
Keywords:Internet of Things  bandwidth constraint  adaptive resource allocation  sampling rate scheduling
本文献已被 CNKI 维普 万方数据 SpringerLink 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号