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Singular Direction-Based Quantizer and Receiver Designs for User Cooperative Distributed Reception
- Source :
- IEEE Systems Journal; 2023, Vol. 17 Issue: 1 p349-360, 12p
- Publication Year :
- 2023
-
Abstract
- In this article, we develop a distributed reception system to fully utilize spatial multiplexing gain by exploiting the massive connections in beyond fifth-generation networks. In a distributed reception system, assistant receiving nodes have to quantize the received signals in order to forward them to a final destination node. A signal quantizer with high-resolution codebooks can improve signal quantization performance, although it burdens the data-exchange link between devices. We propose signal quantization and reception strategies to facilitate the distributed reception system by allowing a small amount of data-exchange. First, we develop a singular direction-based signal quantizer to include more channel gain in the received signals by employing low-resolution codebooks. Furthermore, we develop a minimum mean square error type receiver for a user cooperation network to facilitate distributed reception without the aid of a fusion center. Lastly, a quantization resource allocation algorithm is developed to maximize network throughput by using limited quantization resources. Simulation results are presented to evaluate the sum-rate performance of the quantized distributed reception system.
Details
- Language :
- English
- ISSN :
- 19328184
- Volume :
- 17
- Issue :
- 1
- Database :
- Supplemental Index
- Journal :
- IEEE Systems Journal
- Publication Type :
- Periodical
- Accession number :
- ejs62381613
- Full Text :
- https://doi.org/10.1109/JSYST.2022.3229319