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http://bura.brunel.ac.uk/handle/2438/32741| Title: | Bit-Efficient Quantisation for Two-Channel Modulo-Sampling Systems |
| Authors: | Yan, W Li, Z Gan, L Liu, H Li, G |
| Keywords: | unlimited sensing framework;multi-channel systems;high dynamic range signals;quantisation;bitrate efficiency;Chinese remainder theorem |
| Issue Date: | 23-Jan-2026 |
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
| Citation: | Yan, W. et al. (2026) 'Bit-Efficient Quantisation for Two-Channel Modulo-Sampling Systems', IEEE Signal Processing Letters, 0 (early access), pp. 1 - 5. doi: 10.1109/lsp.2026.3657150. |
| Abstract: | Two-channel modulo analog-to-digital converters (ADCs) enable high-dynamic-range signal sensing at the Nyquist rate per channel, but existing designs quantise both channel outputs independently, incurring redundant bitrate costs. This paper proposes a bit-efficient quantisation scheme that exploits the integer-valued structure of inter-channel differences, transmitting one quantised channel output together with a compact difference index. We prove that this approach requires only 1-2 bits per signal sample overhead relative to conventional ADCs, despite operating with a much smaller per-channel dynamic range. Simulations confirm the theoretical error bounds and bitrate analysis, while hardware experiments demonstrate substantial bitrate savings compared with existing modulo sampling schemes, while maintaining comparable reconstruction accuracy. These results highlight a practical path towards high-resolution, bandwidth-efficient modulo ADCs for bitrate-constrained systems. |
| URI: | https://bura.brunel.ac.uk/handle/2438/32741 |
| DOI: | https://doi.org/10.1109/lsp.2026.3657150 |
| ISSN: | 1070-9908 |
| Other Identifiers: | ORCiD: Wenyi Yan https://orcid.org/0009-0006-3018-4113 ORCiD: Zeyuan Li https://orcid.org/0009-0008-4294-5834 ORCiD: Lu Gan https://orcid.org/0000-0003-1056-7660 ORCiD: Honqing Liu https://orcid.org/0000-0002-2069-0390 ORCiD: Guoquan Li https://orcid.org/0000-0001-8022-743X |
| Appears in Collections: | Dept of Electronic and Electrical Engineering Research Papers |
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