Mighty: Towards Long-Range and High-Throughput Backscatter for Drones
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 notation="LaTeX">${\sf Mighty}$</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 notation="LaTeX">${\sf Mighty}$</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 notation="LaTeX">${\sf Mighty}$</tex-math></inline-formula> on PCB board and conduct extensive field studies both indoors and outdoors. The power efficiency of <inline-formula><tex-math notation="LaTeX">${\sf Mighty}$</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 notation="LaTeX">${\sf Mighty}$</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.
Authors
- Yuanchao Shu (ORCID: https://orcid.org/0000-0002-9542-7095)
- Yande Chen (ORCID: https://orcid.org/0009-0000-3518-0927)
- Kyle Jamieson (ORCID: https://orcid.org/0000-0002-7940-2867)
- Longfei Shangguan (ORCID: https://orcid.org/0000-0002-1153-7087)
- Chaojie Gu (ORCID: https://orcid.org/0000-0003-2153-811X)
- Yuan He (ORCID: https://orcid.org/0000-0002-4486-1262)
- Jiming Chen (ORCID: https://orcid.org/0000-0003-3155-3145)
- Xiuzhen Guo (ORCID: https://orcid.org/0000-0002-8655-8130)
Institutions
- University of Pittsburgh (US)
- Princeton University (US)
- Zhejiang University (CN)
- Tsinghua University (CN)
Publication Details
- Journal
- IEEE Transactions on Mobile Computing
- Published
- 2024-11-04
- DOI
- https://doi.org/10.1109/tmc.2024.3486993
- Citations
- 9
- Primary Topic
- UAV Applications and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 11.69