Academic Journal

Identification Codes: A Topical Review With Design Guidelines for Practical Systems

التفاصيل البيبلوغرافية
العنوان: Identification Codes: A Topical Review With Design Guidelines for Practical Systems
المؤلفون: Caspar Von Lengerke, Alexander Hefele, Juan A. Cabrera, Oliver Kosut, Martin Reisslein, Frank H. P. Fitzek
المصدر: IEEE Access, Vol 11, Pp 14961-14982 (2023)
بيانات النشر: IEEE, 2023.
سنة النشر: 2023
المجموعة: LCC:Electrical engineering. Electronics. Nuclear engineering
مصطلحات موضوعية: Beyond-Shannon communication, error probability, false-positive identification, goal-oriented communication, linear block code, identity verification, Electrical engineering. Electronics. Nuclear engineering, TK1-9971
الوصف: A wide range of information technology applications require the identification of a particular message or label that represents the identity of an object at a distance, e.g., over a wireless channel. Conventionally, the underlying information that represents the identity is transmitted over the channel, following the information-theoretic concept of message transmission. If the purpose of the interaction over the channel is only to verify (match) an identity, then the concept of identification over channels—utilizing the identification codes that have been developed by the information theory community—can provide an exponential efficiency gain over message transmission. This topical review article conducts for the first time a comprehensive detailed evaluation of the existing identification codes for the practically relevant regime of finite parameters. We examine essentially all published identification codes, including codes based on inner constant weight codes that are concatenated with outer linear block codes, such as Reed-Solomon and Reed-Muller codes. Specifically, we conduct a holistic identification code comparison based on the logarithm of the number of representable identities (in shannon), the size (in bit) of the transmitted cue that represents an identity, and the corresponding type II error probability bound for essentially all existing identification codes. Based on the resulting insights, we formulate guidelines for the design of practical (finite-parameter) identification codes. For instance, we find that a linear block code (without concatenation with a sophisticated inner constant-weight code) is sufficient for most practical identification code usages.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2169-3536
Relation: https://ieeexplore.ieee.org/document/10041923/; https://doaj.org/toc/2169-3536
DOI: 10.1109/ACCESS.2023.3244071
URL الوصول: https://doaj.org/article/74eaee2e420e49eb8a5ddb570bb33677
رقم الانضمام: edsdoj.74eaee2e420e49eb8a5ddb570bb33677
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:21693536
DOI:10.1109/ACCESS.2023.3244071