Optimization of Digital-Twin Representations of Analog Signals and Systems
Research output: Contribution to book/conference proceedings/anthology/report › Conference contribution › Contributed › peer-review
Contributors
Abstract
We consider the task of converting different digital descriptions of analog bandlimited signals and systems into each other. Albeit fundamental, the problem of finding the proper digital description of analog information is crucial to digital twinning. The latter is an emerging concept in the field of digital data processing that is regularly mentioned as key approach in the optimization of future communication technologies like 6G. We prove that quantities such as the peak-to-average power ratio and the bounded-input/bounded-output norm, which determine the behavior of the real-world analog system, cannot generally be determined from the system's digital twin, depending on which of the above-mentioned descriptions is chosen. As a main result, we introduce a new digital description of analog signals and systems and prove it to be algorithmically more powerful than the traditional description based on Shannon's sampling approach.
Details
Original language | English |
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Title of host publication | ICC 2023 - IEEE International Conference on Communications |
Editors | Michele Zorzi, Meixia Tao, Walid Saad |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 6090-6095 |
Number of pages | 6 |
ISBN (electronic) | 9781538674628 |
Publication status | Published - 2023 |
Peer-reviewed | Yes |
Publication series
Series | IEEE International Conference on Communications |
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Volume | 2023-May |
ISSN | 1550-3607 |
Conference
Title | 2023 IEEE International Conference on Communications, ICC 2023 |
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Duration | 28 May - 1 June 2023 |
City | Rome |
Country | Italy |
Keywords
ASJC Scopus subject areas
Keywords
- Bandlimited signal, BIBO stability, compiler, digital twin, PAPR problem