Constant Modulus Waveform Design with Interference Exploitation for DFRC Systems: A Block-Level Optimization Approach
| Autor: | Lee, Byunghyun, Das, Anindya Bijoy, Love, David, Brinton, Christopher, Krogmeier, James |
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| Rok vydání: | 2024 |
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| Druh dokumentu: | Working Paper |
| Popis: | Dual-function radar-communication (DFRC) is a key enabler of location-based services for next-generation communication systems. In this paper, we investigate the problem of designing constant modulus waveforms for DFRC systems. For high-precision radar sensing, we consider joint optimization of the correlation properties and spatial beam pattern. For communication, we employ constructive interference-based block-level precoding (CI-BLP) to leverage distortion induced by multiuser multiple-input multiple-output (MU-MIMO) and radar transmission on a block level. We propose two solution algorithms based on the alternating direction method of multipliers (ADMM) and majorization-minimization (MM) principles, which are effective for small and large block sizes, respectively. The proposed ADMM-based solution decomposes the nonconvex formulated problem into multiple tractable subproblems, each of which admits a closed-form solution. To accelerate convergence of the MM-based solution, we propose an improved majorizing function that leverages a novel diagonal matrix structure. After majorization, we decompose the approximated problem into independent subproblems for parallelization, mitigating the complexity that increases with block size. We then evaluate the performance of the proposed algorithms through a series of numerical experiments. Simulation results demonstrate that the proposed methods can substantially enhance spatial/temporal sidelobe suppression through block-level optimization. Comment: arXiv admin note: text overlap with arXiv:2310.10804 |
| Databáze: | arXiv |
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