SCIENCE CHINA Information Sciences, Volume 64 , Issue 11 : 219302(2021) https://doi.org/10.1007/s11432-020-3050-9

An iterative BiGAMP-based receiver for coded massive MIMO systems with low-resolution ADCs

• AcceptedSep 1, 2020
• PublishedOct 13, 2021
Share
Rating

Acknowledgment

This work was supported by National Key Research and Development Program of China (Grant No. 2018YFB1801103) and National Natural Science Foundation of China (Grant No. 61771133).

Supplement

Appendixes A and B.

References

[1] Wang D, Zhang Y, Wei H. An overview of transmission theory and techniques of large-scale antenna systems for 5G wireless communications. Sci China Inf Sci, 2016, 59: 081301 CrossRef Google Scholar

[3] Wen C K, Wang C J, Jin S. Bayes-Optimal Joint Channel-and-Data Estimation for Massive MIMO With Low-Precision ADCs. IEEE Trans Signal Process, 2016, 64: 2541-2556 CrossRef Google Scholar

[4] Xiong Y, Zhang Z, Wei N. A Bilinear GAMP-Based Receiver for Quantized mmWave Massive MIMO Using Expectation Maximization. IEEE Commun Lett, 2019, 23: 84-87 CrossRef Google Scholar

[5] Sun P, Wang Z, Heath R W, et al. Joint channel-estimation/decoding with frequency-selective channels and few-bit ADCs. IEEE Trans Signal Process, 2018, 67: 899--914. Google Scholar

[6] Parker J T, Schniter P, Cevher V. Bilinear generalized approximate message passingpart I: derivation. IEEE Trans Signal Process, 2013, 62: 5839--5853. Google Scholar

[7] Fletcher A K, Rangan S, Goyal V K. Robust Predictive Quantization: Analysis and Design Via Convex Optimization. IEEE J Sel Top Signal Process, 2007, 1: 618-632 CrossRef Google Scholar

[8] Data-Aided Channel Estimation in Large Antenna Systems. IEEE Trans Signal Process, 2014, 62: 3111-3124 CrossRef Google Scholar

• Figure 1

(Color online) (a) Block error rate (BLER) performances and (b) computational complexity (floating point operations per second) comparisons of different receiving algorithms under 2-bit quantization with $M~=~64$, $K~=~8$, $L_p~=~K$, code length $N~=~2048$, code rate $R~=~1/2$, and quadrature phase-shift keying constellations.

Citations

Altmetric