Abstract
In this paper, we consider a downlink internet-of-things (IoT) multiple-input multiple-output (MIMO) network wherein an access point (AP), multiple IoT users, and a single eavesdropper coexist. The eavesdropper attempts to wiretap confidential messages of the IoT users. In the considered system, we solve a sum secrecy rate maximization problem in the finite blocklength (FBL) regime. Due to the FBL, the secrecy rate has a back-off factor with respect to blocklength, decoding error probability, and information leakage, which makes the problem more challenging. The main challenges are: i) the problem is not tractable because of the back-off factor, ii) an objective function is inherently non-convex, and iii) information leakage by the eavesdropper needs to be considered. To address these difficulties, we first obtain a lower bound of the secrecy rate and transform the problem into a product of Rayleigh quotients form. Then, we derive a first-order Karush-Kuhn-Tucker (KKT) condition to find a local optimal solution and interpret the condition as a generalized eigenvalue problem. Consequently, we develop a low-complexity algorithm by adopting a generalized power iteration-based (GPI) method. Via simulations, we validate the secrecy rate performance of the proposed method for the short-packet IoT communication systems.
Original language | English |
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Title of host publication | ICC 2022 - IEEE International Conference on Communications |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 3412-3417 |
Number of pages | 6 |
ISBN (Electronic) | 9781538683477 |
DOIs | |
Publication status | Published - 2022 |
Event | 2022 IEEE International Conference on Communications, ICC 2022 - Seoul, Korea, Republic of Duration: 2022 May 16 → 2022 May 20 |
Publication series
Name | IEEE International Conference on Communications |
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Volume | 2022-May |
ISSN (Print) | 1550-3607 |
Conference
Conference | 2022 IEEE International Conference on Communications, ICC 2022 |
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Country/Territory | Korea, Republic of |
City | Seoul |
Period | 22/5/16 → 22/5/20 |
Bibliographical note
Publisher Copyright:© 2022 IEEE.
All Science Journal Classification (ASJC) codes
- Computer Networks and Communications
- Electrical and Electronic Engineering