Sparse Activity Detection for Massive Connectivity

This paper considers the massive connectivity application in which a large number of devices communicate with a base-station (BS) in a sporadic fashion. Device activity detection and channel estimation are central problems in such a scenario. Due to the large number of potential devices, the devices...

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Bibliographic Details

Published in:	IEEE transactions on signal processing Vol. 66; no. 7; pp. 1890 - 1904
Main Authors:	Chen, Zhilin, Sohrabi, Foad, Yu, Wei
Format:	Journal Article
Language:	English
Published:	IEEE 01.04.2018
Subjects:	Algorithm design and analysis Antenna measurements Antennas approximate message passing Channel estimation Compressed sensing Device activity detection Fading channels Internet of Things (IoT) machine-type communications (MTC) Signal processing algorithms
ISSN:	1053-587X, 1941-0476
Online Access:	Get full text
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