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Cooperative DF Protocol for MIMO Systems Using One-Bit ADCsopen access

Authors
Kim, Tae-Kyoung
Issue Date
Oct-2022
Publisher
MDPI
Keywords
multi-input multi-output; cooperative communication; pairwise error probability; one-bit ADCs
Citation
SENSORS, v.22, no.20
Journal Title
SENSORS
Volume
22
Number
20
URI
https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/86211
DOI
10.3390/s22207843
ISSN
1424-8220
Abstract
This study considers a detection scheme for cooperative multi-input-multi-output (MIMO) systems using one-bit analog-to-digital converters (ADCs) in a decode-and-forward (DF) relay protocol. The use of one-bit ADCs is a promising technique for reducing the power consumption, which is necessary for supporting future wireless systems comprising a large number of antennas. However, the use of a large number of antennas remains still limited to mobile devices owing to their size. Cooperative communication using a DF relay can resolve this limitation; however, detection errors at the relay make it difficult to employ cooperative communication directly. This difficulty is more severe in a MIMO system using one-bit ADCs due to its nonlinear nature. To efficiently address the difficulty, this paper proposes a detection scheme that mitigates the error propagation effect. The upper bound of the pairwise error probability (PEP) of one-bit ADCs is first derived in a weighted Hamming distance form. Then, using the derived PEP, the proposed detection for the DF relay protocol is derived as a single weighted Hamming distance. Finally, the complexity of the proposed detection is analyzed in terms of real multiplications. The simulation results show that the proposed detection method efficiently mitigates the error propagation effect but has a relatively low level of complexity when compared to conventional detection methods.
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kim, taekyoung
반도체대학 (반도체·전자공학부)
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