Towards smart manufacturing logistics: A case study of potentials of smart label data in electronics manufacturing

Mueller, Daniel; Vogelsang, Florian

doi:10.1016/j.procir.2021.11.293

Cited by 1 publication

(2 citation statements)

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“…Another avenue for future research is to examine ID coding in the context of specific application contexts, e.g., in the smart labels [6], [7], [8], [9] context or the digital twin context [29], [30], [31], [32], [33], [34], [35]. These future examinations should consider typical operational scenarios with data from real-life systems in operational practice, e.g., smart label data exchanges from operational large-scale warehouses, or digital twin data exchanges from operational robots in industrial production lines.…”

Section: Discussionmentioning

confidence: 99%

“…An identity or a set of identification information is the main message of interest in various distributed information technology and communication systems. For instance, radiofrequency identification (RFID) systems [1], [2], [3], [4], [5] identify physical objects via attached tags or smart labels [6], [7], [8], [9] via principles of wireless communication. Similarly, the connection establishment procedure in cellular…”

Section: Introductionmentioning

confidence: 99%

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

et al. 2023

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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.

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