Frequency Configuration for Low-Power Wide-Area Networks in a Heartbeat

Authors: 

Akshay Gadre, Carnegie Mellon University; Revathy Narayanan, Carnegie Mellon University and IIT Madras; Anh Luong, Anthony Rowe, Bob Iannucci, and Swarun Kumar, Carnegie Mellon University

Abstract: 

Low-power Wide-Area Networks (LP-WANs) are seen as a leading candidate to network the Internet-of-Things at city-scale. Yet, the battery life and performance of LP-WAN devices varies greatly based on their operating frequency. In multipath-rich urban environments, received signal power varies rapidly with a low-power transmitter's frequency, impacting its transmission time, data rate and battery life. However, the low bandwidth of LP-WANs means that there are hundreds of operating frequencies to choose from. Among them, we show how choosing a select few of these frequencies(<3.55%) effectively triples the battery life when compared to the rest for LP-WAN devices.

This paper presents Chime, a system enabling LP-WAN base stations to identify an optimal frequency of operation after the client sends one packet at one frequency. Chime achieves this by analyzing the wireless channels of this packet across many base stations to disentangle multipath and ascertain an optimal frequency that maximizes client battery life and minimizes interference. We implement Chime on a campus-scale test-bed and achieve a median gain of 3.4 dB in SINR leading to a median increase in battery life of 230% (~1.4-5.7 years), data rate by 3.3X and reduction in interference of 2.8X over commodity LP-WANs.

NSDI '20 Open Access Sponsored by NetApp

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BibTeX
@inproceedings {246482,
author = {Akshay Gadre and Revathy Narayanan and Anh Luong and Anthony Rowe and Bob Iannucci and Swarun Kumar},
title = {Frequency Configuration for Low-Power Wide-Area Networks in a Heartbeat },
booktitle = {17th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 20)},
year = {2020},
isbn = {978-1-939133-13-7},
address = {Santa Clara, CA},
pages = {339--352},
url = {https://www.usenix.org/conference/nsdi20/presentation/gadre},
publisher = {{USENIX} Association},
month = feb,
}

Presentation Video