TY - CONF
T1 - Challenge
T2 - 25th Annual International Conference on Mobile Computing and Networking, MobiCom 2019
AU - Ghena, Branden
AU - Adkins, Joshua
AU - Shangguan, Longfei
AU - Jamieson, Kyle
AU - Levis, Philip
AU - Dutta, Prabal
N1 - Funding Information:
This work was supported in part by the CONIX Research Center, one of six centers in JUMP, a Semiconductor Research Corporation (SRC) program sponsored by DARPA. Support was also provided by the Stanford Secure Internet of Things Project and the Stanford System X Alliance. Additionally, this material is based upon work supported by the National Science Foundation under grant numbers CNS-1824277, CNS-1617161, DGE-1256260, and DGE-1106400, and NSF/Intel CPS Security under grants CNS-1822332 and CNS-1505728.
Publisher Copyright:
©2019 Copyright held by the owner/author(s).
PY - 2019
Y1 - 2019
N2 - Low-power wide-area networks (LPWANs) are a compelling answer to the networking challenges faced by many Internet of Things devices. Their combination of low power, long range, and deployment ease has motivated a flurry of research, including exciting results on backscatter and interference cancellation that further lower power budgets and increase capacity. But despite the interest, we argue that unlicensed LPWAN technologies can only serve a narrow class of Internet of Things applications due to two principal challenges: capacity and coexistence. We propose a metric, bit flux, to describe networks and applications in terms of throughput over a coverage area. Using bit flux, we find that the combination of low bit rate and long range restricts the use case of LPWANs to sparse sensing applications. Furthermore, this lack of capacity leads networks to use as much available bandwidth as possible, and a lack of coexistence mechanisms causes poor performance in the presence of multiple, independently-administered networks. We discuss a variety of techniques and approaches that could be used to address these two challenges and enable LPWANs to achieve the promise of ubiquitous connectivity.
AB - Low-power wide-area networks (LPWANs) are a compelling answer to the networking challenges faced by many Internet of Things devices. Their combination of low power, long range, and deployment ease has motivated a flurry of research, including exciting results on backscatter and interference cancellation that further lower power budgets and increase capacity. But despite the interest, we argue that unlicensed LPWAN technologies can only serve a narrow class of Internet of Things applications due to two principal challenges: capacity and coexistence. We propose a metric, bit flux, to describe networks and applications in terms of throughput over a coverage area. Using bit flux, we find that the combination of low bit rate and long range restricts the use case of LPWANs to sparse sensing applications. Furthermore, this lack of capacity leads networks to use as much available bandwidth as possible, and a lack of coexistence mechanisms causes poor performance in the presence of multiple, independently-administered networks. We discuss a variety of techniques and approaches that could be used to address these two challenges and enable LPWANs to achieve the promise of ubiquitous connectivity.
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U2 - 10.1145/3300061.3345444
DO - 10.1145/3300061.3345444
M3 - Paper
AN - SCOPUS:85118975619
Y2 - 21 October 2019 through 25 October 2019
ER -