Timing Synchronization and Detection for Systems with 1-bit Quantization and Runlength Coding
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
Beitragende
Abstract
Future communications systems are expected to utilize very large bandwidths, increasing the power consumption of analog-to-digital converters (ADCs). To address this, receivers employing temporally oversampled 1-bit quantization promise reduced power consumption due to simplified ADC circuitry. However, 1-bit ADCs introduce a non-linearity to the system, necessitating the redevelopment of most receiver algorithms. This paper extends prior work on timing synchronization for receivers with 1-bit ADCs, evaluating the mutual information rate over an equivalent modulation channel using two synchronization and detection approaches: i) interpolation and decimation based synchronization followed by soft-output detection, and ii) Bahl Cocke Jelinev Raviv (BCJR) algorithm-based joint synchronization and detection. Both approaches perform well, with the former being more computationally efficient. Additionally, we study the mutual information rate between the transmitter and the 1-bit ADC output, serving as an upper limit on the synchronizer performance.
Details
| Originalsprache | Englisch |
|---|---|
| Titel | 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2024 |
| Herausgeber (Verlag) | Institute of Electrical and Electronics Engineers (IEEE) |
| Seiten | 421-425 |
| Seitenumfang | 5 |
| ISBN (elektronisch) | 9798350393187 |
| Publikationsstatus | Veröffentlicht - 2024 |
| Peer-Review-Status | Ja |
Publikationsreihe
| Reihe | IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC) |
|---|---|
| ISSN | 1948-3244 |
Workshop
| Titel | 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications |
|---|---|
| Kurztitel | SPAWC 2024 |
| Veranstaltungsnummer | 25 |
| Dauer | 10 - 13 September 2024 |
| Webseite | |
| Ort | Real Collegio |
| Stadt | Lucca |
| Land | Italien |