TY - GEN
T1 - Spectrumize
T2 - 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024
AU - Singh, Vaibhav
AU - Chakraborty, Tusher
AU - Jog, Suraj
AU - Chabra, Om
AU - Vasisht, Deepak
AU - Chandra, Ranveer
N1 - Publisher Copyright:
© 2024 Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024. All rights reserved.
PY - 2024
Y1 - 2024
N2 - Low Earth Orbit satellite constellations are gaining traction for providing connectivity to low-power outdoor Internet of Things (IoT) devices. This is made possible by the development of low-cost, low-complexity pico-satellites that can be easily launched, offering global connectivity without the need for Earth-based gateways. In this paper, we report the space-to-Earth communication bottlenecks derived from our experience of deploying an IoT satellite. Specifically, we characterize the challenges posed by the low link budgets, satellite motion, and packet collisions. To address these challenges, we design a new class of techniques that use the Doppler shift caused by the satellite’s motion as a unique signature for packet detection and decoding, even at low signal-to-noise ratios and in the presence of collisions. We integrate these techniques into our system, called Spectrumize, and evaluate its performance through both simulations and real-world deployments. Our evaluation shows that Spectrumize performs 3× better compared to the classic approach in detecting packets with over 80% average accuracy in decoding.
AB - Low Earth Orbit satellite constellations are gaining traction for providing connectivity to low-power outdoor Internet of Things (IoT) devices. This is made possible by the development of low-cost, low-complexity pico-satellites that can be easily launched, offering global connectivity without the need for Earth-based gateways. In this paper, we report the space-to-Earth communication bottlenecks derived from our experience of deploying an IoT satellite. Specifically, we characterize the challenges posed by the low link budgets, satellite motion, and packet collisions. To address these challenges, we design a new class of techniques that use the Doppler shift caused by the satellite’s motion as a unique signature for packet detection and decoding, even at low signal-to-noise ratios and in the presence of collisions. We integrate these techniques into our system, called Spectrumize, and evaluate its performance through both simulations and real-world deployments. Our evaluation shows that Spectrumize performs 3× better compared to the classic approach in detecting packets with over 80% average accuracy in decoding.
UR - http://www.scopus.com/inward/record.url?scp=85194198337&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85194198337&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85194198337
T3 - Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024
SP - 825
EP - 840
BT - Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024
PB - USENIX Association
Y2 - 16 April 2024 through 18 April 2024
ER -