Hybrid Beamforming for Integrated Sensing and Communications With Low Resolution DACs
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arXiv
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866916468434665472 |
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| author | Elbir, Ahmet M. Celik, Abdulkadir Eltawil, Ahmed M. |
| author_facet | Elbir, Ahmet M. Celik, Abdulkadir Eltawil, Ahmed M. |
| contents | Integrated sensing and communications (ISAC) has emerged as a means to efficiently utilize spectrum and thereby save cost and power. At the higher end of the spectrum, ISAC systems operate at wideband using large antenna arrays to meet the stringent demands for high-resolution sensing and enhanced communications capacity. On the other hand, the overall design should satisfy energy-efficiency and hardware constraints such as operating on low resolution components for a practical scenario. Therefore, this paper presents the design of Hybrid ANalog and Digital BeAmformers with Low resoLution (HANDBALL) digital-to-analog converters (DACs). We introduce a greedy-search-based approach to design the analog beamformers for multi-user multi-target ISAC scenario. Then, the quantization distortion is taken into account in order to design the baseband beamformer with low resolution DACs. We evaluated performance of the proposed HANDBALL technique in terms of both spectral efficiency and sensing beampattern, providing a satisfactory sensing and communication performance for both one-bit and few-bit designs. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2411_02827 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Hybrid Beamforming for Integrated Sensing and Communications With Low Resolution DACs Elbir, Ahmet M. Celik, Abdulkadir Eltawil, Ahmed M. Signal Processing Information Theory Integrated sensing and communications (ISAC) has emerged as a means to efficiently utilize spectrum and thereby save cost and power. At the higher end of the spectrum, ISAC systems operate at wideband using large antenna arrays to meet the stringent demands for high-resolution sensing and enhanced communications capacity. On the other hand, the overall design should satisfy energy-efficiency and hardware constraints such as operating on low resolution components for a practical scenario. Therefore, this paper presents the design of Hybrid ANalog and Digital BeAmformers with Low resoLution (HANDBALL) digital-to-analog converters (DACs). We introduce a greedy-search-based approach to design the analog beamformers for multi-user multi-target ISAC scenario. Then, the quantization distortion is taken into account in order to design the baseband beamformer with low resolution DACs. We evaluated performance of the proposed HANDBALL technique in terms of both spectral efficiency and sensing beampattern, providing a satisfactory sensing and communication performance for both one-bit and few-bit designs. |
| title | Hybrid Beamforming for Integrated Sensing and Communications With Low Resolution DACs |
| topic | Signal Processing Information Theory |
| url | https://arxiv.org/abs/2411.02827 |