CNN-based super-resolution channel impulse response indoor fingerprint location algorithm

Aiming at the problem that the multipath effect in the indoor environment affected the positioning accuracy, based on a deep convolutional neural network(CNN), pseudo spectral image-CNN(PI-CNN)algorithm was proposed in this paper. Using channel state information processed by multiple signal classifi...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	LUO Kaiwen, YU Hui
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Academic Journals Center of Shanghai Normal University 2021-01-01
Schriftenreihe:	上海师范大学学报. 自然科学版
Schlagworte:	deep convolutional neural network(cnn) multiple signal classification(music)algorithm channel state information(csi) fingerprint location
Online-Zugang:	http://shnu.ijournals.cn/zrkxb/shsfqkszrb/ch/reader/view_abstract.aspx?file_no=20210113
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!