Cross Technology Distributed MIMO for Low Power IoT

被引:0
|
作者
Narayanan, Revathy [1 ]
Kumar, Swarun [2 ]
Murthy, C. Siva Ram [1 ]
机构
[1] Indian Inst Technol Madras, Dept Comp Sci & Engn, Chennai 600036, Tamil Nadu, India
[2] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
基金
美国国家科学基金会;
关键词
Logic gates; MIMO communication; Software; Internet of Things; Synchronization; Receivers; Decoding; Low Power; Iot Radio Technologies; Iot Gateway; Distributed MIMO; WIRELESS; INTERFERENCE; COEXISTENCE; CAPACITY;
D O I
10.1109/TMC.2020.3029218
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Internet of Things (IoT) is scaling rapidly to billions of low power devices, with diverse radio technologies sharing common unlicensed spectrum. Inevitably, this results in rampant cross-technology collisions between the devices that lead to wasteful re-transmissions, draining the battery life of low-power devices significantly. We present CharIoT, the first cross-technology distributed MIMO receiver system that exploits the potential of distributed MIMO to facilitate better co-existence and decoding of a large number of simultaneous low power uplink transmissions from unmodified low-power clients. CharIoT is a recovery-based system that intelligently collects radio samples from teams of light-weight IoT gateways and streams them to the cloud to effectively resolve collisions. At the cloud, CharIoT develops a suite of technology-specific software filters that decouple collisions across diverse technologies, facilitating seamless co-existence across low power radios. An implementation of CharIoT on inexpensive RTL-SDR gateways connected to Raspberry Pis decode collisions of four popular IoT technologies in the 868MHz ISM bands - LoRa, XBee, Z-Wave, and SIGFOX showing gains in throughput of up to 4x and battery life of up to 3.5 years.
引用
收藏
页码:1609 / 1624
页数:16
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