Collaborative Semantic Communication for Edge Inference

We study the collaborative image retrieval problem at the wireless edge, where multiple edge devices capture images of the same object from different angles and locations, which are then used jointly to retrieve similar images at the edge server over a shared multiple access channel (MAC). We propos...

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Veröffentlicht in:	IEEE wireless communications letters Jg. 12; H. 7; S. 1125 - 1129
Hauptverfasser:	Lo, Wing Fei, Mital, Nitish, Wu, Haotian, Gunduz, Deniz
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.07.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Collaboration collaborative image retrieval deep joint source and channel coding Image edge detection Image retrieval Internet of Things Multiple access person re-identification Random noise Receivers Retrieval Semantic communication Semantics Task analysis Wireless communication
ISSN:	2162-2337, 2162-2345
Online-Zugang:	Volltext
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