Pilot-Less Sparse Vector Coding for Short Packet Transmission

被引:22
作者
Ji, Hyoungju [1 ]
Kim, Wonjun [2 ]
Shim, Byonghyo [2 ]
机构
[1] Samsung Elect, Samsung Res, Seoul 06762, South Korea
[2] Seoul Natl Univ, Inst New Media & Commun, Dept Elect & Comp Engn, Seoul 151742, South Korea
关键词
5G wireless communications; sparse vector; pilot-less transmission; WIRELESS COMMUNICATIONS;
D O I
10.1109/LWC.2019.2904685
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A short packet transmission is one of the major operational modes for mission-critical data in ultra reliable and low latency communications (URLLCs) and control-type data in massive machine-type communications (mMTCs). The central challenge in the short packet transmission is the excessive amount of overhead caused by the pilot signaling. In this letter, we propose a novel transmission scheme that does not require the pilot signaling, called pilot-less sparse vector coding (PL-SVC). Key feature of PL-SVC is to map the input as a composite of the sparse vector and the fading channel and to perform decoding by finding out the nonzero positions of a sparse vector. In this setting, the system matrix becomes a pseudo-random spreading matrix and the input vector becomes a channel-scaled sparse vector so that the PL-SVC decoding problem can be cast into the support detection problem in the compressed sensing. We show from numerical experiments in the 5G uplink scenario that PL-SVC is very effective in the short packet transmission and outperforms conventional schemes.
引用
收藏
页码:1036 / 1039
页数:4
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