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| Main Authors: | , , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2404.01276 |
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| _version_ | 1866910725976358912 |
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| author | Bountrogiannis, Konstantinos Papoutsidakis, Ioannis Ephremides, Anthony Tsakalides, Panagiotis Tzagkarakis, George |
| author_facet | Bountrogiannis, Konstantinos Papoutsidakis, Ioannis Ephremides, Anthony Tsakalides, Panagiotis Tzagkarakis, George |
| contents | The Age of Incorrect Information (AoII) is studied within the context of remote monitoring a Markov source using variable-length stop-feedback (VLSF) coding. Leveraging recent results on the non-asymptotic channel coding rate, we consider sources with small cardinality, where feedback is non-instantaneous as the transmitted information and feedback message have comparable lengths. We focus on the feedback sequence, i.e. the times of feedback transmissions, and derive AoII-optimal and delay-optimal feedback sequences. Our results showcase the impact of the feedback sequence on the AoII, revealing that a lower average delay does not necessarily correspond to a lower average AoII. We discuss the implications of our findings and suggest directions for coding scheme design. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_01276 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Variable-Length Stop-Feedback Coding for Minimum Age of Incorrect Information Bountrogiannis, Konstantinos Papoutsidakis, Ioannis Ephremides, Anthony Tsakalides, Panagiotis Tzagkarakis, George Information Theory The Age of Incorrect Information (AoII) is studied within the context of remote monitoring a Markov source using variable-length stop-feedback (VLSF) coding. Leveraging recent results on the non-asymptotic channel coding rate, we consider sources with small cardinality, where feedback is non-instantaneous as the transmitted information and feedback message have comparable lengths. We focus on the feedback sequence, i.e. the times of feedback transmissions, and derive AoII-optimal and delay-optimal feedback sequences. Our results showcase the impact of the feedback sequence on the AoII, revealing that a lower average delay does not necessarily correspond to a lower average AoII. We discuss the implications of our findings and suggest directions for coding scheme design. |
| title | Variable-Length Stop-Feedback Coding for Minimum Age of Incorrect Information |
| topic | Information Theory |
| url | https://arxiv.org/abs/2404.01276 |