Identification capacities of randomized and deterministic identification were proved to exceed channel capacity for Gaussian channels with channel side information (CSI). In this work, we extend deterministic identification to the block fading channels without CSI by applying identification codes for both channel estimation and user identification. We prove that identification capacity is asymptotically higher than transmission capacity even in the absence of CSI. And we also analyze the finite-length performance theoretically and numerically. The simulation results verify the feasibility of the proposed blind deterministic identification in finite blocklength regime.
Publication:
IEEE Information Theory Workshop, ITW 2022, Mumbai, India, November 1-9, 2022. pages 332-337, IEEE, 2022
Authors:
Yuan Li
University of Chinese Academy of Sciences; Academy of Mathematics and Systems Science; Huawei Technologies Co. Ltd.
Xianbin Wang
Huawei Technologies Co. Ltd.
Huazi Zhang
Huawei Technologies Co. Ltd.
Jun Wang
Huawei Technologies Co. Ltd.
Wen Tong
Huawei Technologies Co. Ltd.
Guiying Yan
University of Chinese Academy of Sciences; Academy of Mathematics and Systems Science
Email: yangy@amss.ac.cn
Zhiming Ma
University of Chinese Academy of Sciences; Academy of Mathematics and Systems Science
Email: mazm@amt.ac.cn