{"title":"Mighty: Towards Long-Range and High-Throughput Backscatter for Drones","authors":"Xiuzhen Guo;Yuan He;Longfei Shangguan;Yande Chen;Chaojie Gu;Yuanchao Shu;Kyle Jamieson;Jiming Chen","doi":"10.1109/TMC.2024.3486993","DOIUrl":null,"url":null,"abstract":"While <i>small</i> drone video streaming systems create unprecedented video content, they also place a power burden exceeding 20% on the drone's battery, limiting flight endurance. We present <inline-formula><tex-math>${\\sf Mighty}$</tex-math></inline-formula>, a hardware-software solution to minimize the power consumption of a drone's video streaming system by offloading power overheads associated with both video compression and transmission to a ground controller. <inline-formula><tex-math>${\\sf Mighty}$</tex-math></inline-formula> innovates a high performance co-design among: <b>(1)</b> a ring oscillator-based, ultra-low power backscatter radio; <b>(2)</b> a spectrally-efficient, non-linear, low-power physical layer modulation and multi-chain radio architecture; and <b>(3)</b> a lightweight video compression codec-bypassing software design. Our co-design exploits synergies among these components, resulting in joint throughput and range performance that pushes the known envelope. We prototype <inline-formula><tex-math>${\\sf Mighty}$</tex-math></inline-formula> on PCB board and conduct extensive field studies both indoors and outdoors. The power efficiency of <inline-formula><tex-math>${\\sf Mighty}$</tex-math></inline-formula> is about 16.6 nJ/bit. A head-to-head comparison with a <i>DJI Mini2</i> drone's default video streaming system shows that <inline-formula><tex-math>${\\sf Mighty}$</tex-math></inline-formula> achieves similar throughput at a drone-to-controller distance of up to 150 meters, with 34–55× improvement of power efficiency than WiFi-based video streaming solutions.","PeriodicalId":50389,"journal":{"name":"IEEE Transactions on Mobile Computing","volume":"24 3","pages":"1833-1845"},"PeriodicalIF":7.7000,"publicationDate":"2024-11-04","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/10742296/","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}
引用次数: 0
Abstract
While small drone video streaming systems create unprecedented video content, they also place a power burden exceeding 20% on the drone's battery, limiting flight endurance. We present ${\sf Mighty}$, a hardware-software solution to minimize the power consumption of a drone's video streaming system by offloading power overheads associated with both video compression and transmission to a ground controller. ${\sf Mighty}$ innovates a high performance co-design among: (1) a ring oscillator-based, ultra-low power backscatter radio; (2) a spectrally-efficient, non-linear, low-power physical layer modulation and multi-chain radio architecture; and (3) a lightweight video compression codec-bypassing software design. Our co-design exploits synergies among these components, resulting in joint throughput and range performance that pushes the known envelope. We prototype ${\sf Mighty}$ on PCB board and conduct extensive field studies both indoors and outdoors. The power efficiency of ${\sf Mighty}$ is about 16.6 nJ/bit. A head-to-head comparison with a DJI Mini2 drone's default video streaming system shows that ${\sf Mighty}$ achieves similar throughput at a drone-to-controller distance of up to 150 meters, with 34–55× improvement of power efficiency than WiFi-based video streaming solutions.
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.