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IEEE Journal of Solid-State Circuits
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IEEE Journal of Solid-State Circuits
Article . 2019 . Peer-reviewed
License: IEEE Copyright
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A 2.4-mm2 130-mW MMSE-Nonbinary LDPC Iterative Detector Decoder for 4 $\times$ 4 256-QAM MIMO in 65-nm CMOS

Authors: Wei Tang; Chia-Hsiang Chen; Zhengya Zhang;

A 2.4-mm2 130-mW MMSE-Nonbinary LDPC Iterative Detector Decoder for 4 $\times$ 4 256-QAM MIMO in 65-nm CMOS

Abstract

Iterative detection and decoding (IDD) employs a soft-in soft-out (SISO) detector and an SISO forward error correction (FEC) decoder in an iterative loop to improve the receiver performance in multiple-input multiple-output (MIMO) wireless communications. This paper describes a 256-QAM 4 $\times $ 4 prototype IDD design made up of a minimum mean square error (MMSE) detector and a nonbinary low-density parity-check (NBLDPC) decoder with the symbol size of the NBLDPC code matched to the modulation to enhance performance. By directly translating between nonbinary symbols and constellation points, the detector–decoder interface is simplified. We present a Gb/s MMSE detector using a shortened tandem scheduling, a low-latency dual-lookup reciprocal unit, an optimized interleaved microarchitecture, and a Gb/s NBLDPC decoder with efficient internal skipping paths and memory allocation. The designs were demonstrated in a 0.7-mm2 1.38-Gb/s MMSE detector and a 1.7-mm2 1.02-Gb/s-NBLDPC decoder that are integrated in a 65-nm CMOS test chip. The chip is measured to achieve 19.2 pJ/b in detection and 20.1 pJ/b/iteration in decoding.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
7
Top 10%
Average
Average
hybrid