Rate-Distortion Tradeoff of Bistatic Integrated Sensing and Communication

06/11/2023
by   Tian Jiao, et al.
0

The bistatic integrated sensing and communication (ISAC) system avoids the strong self-interference in a monostatic ISAC system by employing a pair of physically separated sensing transceivers, and maintains the merit of co-designing radar sensing and communications on shared spectrum and hardware. Inspired by the appealing benefits of bistatic radar, in this paper, we study the bistatic ISAC, where a transmitter sends messages to a communication receiver and a sensing receiver at another location carries out a decoding-and-estimation (DnE) operation to obtain the state of the communication receiver. In terms of the degree of information decoding at the sensing receiver, we propose three DnE strategies, i.e., the blind estimation, the partial decoding-based estimation, and the full decoding-based estimation, and investigate the corresponding rate-distortion regions. A specific example is provided to illustrate the comparison on the rate-distortion regions of the three DnE strategies and the advantage of ISAC over independent communication and sensing.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/29/2021

An Information-Theoretic Approach to Joint Sensing and Communication

A communication setup is considered where a transmitter wishes to convey...
research
03/12/2023

Strong Converses for Memoryless Bi-Static ISAC

The paper characterizes the fundamental limits of integrated sensing and...
research
02/28/2022

Deep learning enhanced Rydberg multifrequency microwave recognition

Recognition of multifrequency microwave (MW) electric fields is challeng...
research
12/21/2022

Deterministic-Random Tradeoff of Integrated Sensing and Communications in Gaussian Channels: A Rate-Distortion Perspective

Integrated sensing and communications (ISAC) is recognized as a key enab...
research
02/08/2022

Rate-Distortion Theory for Strategic Semantic Communication

This paper analyzes the fundamental limit of the strategic semantic comm...
research
02/02/2022

Coding for Sensing: An Improved Scheme for Integrated Sensing and Communication over MACs

A memoryless state-dependent multiple-access channel (MAC) is considered...
research
10/14/2022

Rate and Detection-Error Exponent Tradeoff for Joint Communication and Sensing of Fixed Channel States

We study the information-theoretic limits of joint communication and sen...

Please sign up or login with your details

Forgot password? Click here to reset