Fundamental Limits of Multiple-Access Integrated Sensing and Communication Systems Article Swipe
Yao Liu
,
Min Li
,
An Liu
,
Jianmin Lu
,
Rui Du
,
Tony Xiao Han
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2205.05328
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2205.05328
A state-dependent discrete memoryless multiple access channel is considered to model an integrated sensing and communication system, where two transmitters wish to convey messages to a receiver while simultaneously estimating the state parameter sequences through echo signals. In particular, the sensing state parameters are assumed to be correlated with the channel state. In this setup, improved inner and outer bounds for capacity-distortion region are derived. The inner bound is based on an achievable scheme that combines message cooperation and joint compression of past transmitted codewords and echo signals at each transmitter, resulting in unified cooperative communication and sensing. The outer bound is based on the ideas of dependence balance for communication rate, genie-aided state estimator and rate-limited constraints on sensing distortion. The proposed inner and outer bounds are proved to improve the state-of-the-art bounds. Finally, numerical examples are provided to demonstrate that our new inner and outer bounds strictly improve the existing results.
Related Topics
Concepts
Channel (broadcasting)
Computer science
Transmitter
Channel state information
Coding (social sciences)
Decoding methods
Upper and lower bounds
State (computer science)
Distortion (music)
Imperfect
Communications system
Dirty paper coding
Wireless
Topology (electrical circuits)
Algorithm
Computer network
Telecommunications
Mathematics
Precoding
Bandwidth (computing)
MIMO
Philosophy
Statistics
Amplifier
Linguistics
Mathematical analysis
Combinatorics
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2205.05328
- https://arxiv.org/pdf/2205.05328
- OA Status
- green
- Cited By
- 1
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4280535891
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4280535891Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.48550/arxiv.2205.05328Digital Object Identifier
- Title
-
Fundamental Limits of Multiple-Access Integrated Sensing and Communication SystemsWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-05-11Full publication date if available
- Authors
-
Yao Liu, Min Li, An Liu, Jianmin Lu, Rui Du, Tony Xiao HanList of authors in order
- Landing page
-
https://arxiv.org/abs/2205.05328Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2205.05328Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2205.05328Direct OA link when available
- Concepts
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Channel (broadcasting), Computer science, Transmitter, Channel state information, Coding (social sciences), Decoding methods, Upper and lower bounds, State (computer science), Distortion (music), Imperfect, Communications system, Dirty paper coding, Wireless, Topology (electrical circuits), Algorithm, Computer network, Telecommunications, Mathematics, Precoding, Bandwidth (computing), MIMO, Philosophy, Statistics, Amplifier, Linguistics, Mathematical analysis, CombinatoricsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
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2024: 1Per-year citation counts (last 5 years)
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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