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Joint Beamforming for Integrated Satellite-Terrestrial ISAC Systems
1School of Electrical and Telecommunications Engineering, University of New South Wales, Sydney, NSW 2052, Australia.
This study introduces a new satellite-terrestrial integrated sensing and communication (ISAC) system. The proposed architecture optimizes performance for seamless global coverage, outperforming existing methods in simulations.
Area of Science:
- Wireless communication networks
- Satellite systems engineering
- Signal processing
Background:
- Satellite-terrestrial integrated networks offer global coverage, crucial for remote areas.
- Integrated Sensing and Communications (ISAC) improves spectral efficiency by combining sensing and communication functions.
- Current architectures face challenges in seamless integration and resource optimization.
Purpose of the Study:
- To propose a novel integrated satellite-terrestrial ISAC architecture.
- To maximize user sum rate under various system constraints.
- To address challenges posed by both perfect and imperfect channel state information.
Main Methods:
- Formulation of a joint beamforming design problem.
- Transformation of the non-convex problem into a difference-of-convex form for perfect channel state information.
- Development of a robust method using successive convex approximation and the S-procedure for imperfect channel state information.
Main Results:
- The proposed joint beamforming design effectively maximizes the sum rate.
- The convex-concave procedure provides a solution for perfect channel state information.
- The robust method ensures performance under imperfect channel state information, outperforming benchmarks.
Conclusions:
- The novel integrated satellite-terrestrial ISAC architecture is effective.
- The proposed methods successfully address optimization challenges.
- The design is well-suited for low-Earth orbit satellite systems.
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