A Differential QAM Scheme for Uplink Massive MIMO Systems

An uplink massive MIMO system with a single antenna transmitter and a single receiver with a large number of antennas is considered. For this system we propose one new differential QAM scheme based on the division operation. Specially, by designing one looking-up table, we provide the transmitted differential QAM symbol generating process and the non-coherent detection method, which is only based on two adjacent received signals, while not using any instantaneous channel state information. At last the bit error rate (BER) performance is simulated and the simulation results have shown that the new proposed differential QAM scheme achieves much better performance than the other differential QAM or differential amplitude phase shift keying (DAPSK) schemes in uplink massive MIMO systems, especially for higher dimensional modulation constellations.

[1]  Shi Jin,et al.  Channel Estimation for Massive MIMO Using Gaussian-Mixture Bayesian Learning , 2015, IEEE Transactions on Wireless Communications.

[2]  Long Bao Le,et al.  Massive MIMO and Millimeter Wave for 5G Wireless HetNet: Potentials and Challenges , 2015, ArXiv.

[3]  Robert F. H. Fischer,et al.  Noncoherent Joint Decision-Feedback Detection in Multi-User Massive MIMO Systems , 2014, WSA.

[4]  R. G. Egri,et al.  A finite group of complex integers and its application to differentially coherent detection of QAM signals , 1994, IEEE Trans. Inf. Theory.

[5]  Shi Jin,et al.  Ergodic Rate Analysis for Multipair Massive MIMO Two-Way Relay Networks , 2015, IEEE Transactions on Wireless Communications.

[6]  Geoffrey Ye Li,et al.  An Overview of Massive MIMO: Benefits and Challenges , 2014, IEEE Journal of Selected Topics in Signal Processing.

[7]  Andrea J. Goldsmith,et al.  Design and performance of noncoherent massive SIMO systems , 2014, 2014 48th Annual Conference on Information Sciences and Systems (CISS).

[8]  Andrea J. Goldsmith,et al.  Constellation design in noncoherent massive SIMO systems , 2014, 2014 IEEE Global Communications Conference.

[9]  Erik G. Larsson,et al.  EVD-based channel estimation in multicell multiuser MIMO systems with very large antenna arrays , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[10]  Tao Jiang,et al.  A Differential QAM Detection in Uplink Massive MIMO Systems , 2016, IEEE Transactions on Wireless Communications.

[11]  Fredrik Tufvesson,et al.  Massive MIMO Performance Evaluation Based on Measured Propagation Data , 2014, IEEE Transactions on Wireless Communications.

[12]  Fumiyuki Adachi,et al.  Decision feedback differential detection of differentially encoded 16APSK signals , 1996, IEEE Trans. Commun..

[13]  Yifan Chen,et al.  Data-assisted channel estimation for uplink massive MIMO systems , 2014, 2014 IEEE Global Communications Conference.