References & Further Reading
References
- D. Tse and P. Viswanath, Fundamentals of Wireless Communication, Cambridge University Press, 2005
Rigorous treatment of MIMO capacity, detection, and the diversity-multiplexing trade-off.
- E. Bjornson, J. Hoydis, and L. Sanguinetti, Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency, Now Publishers, 2017
The definitive reference on massive MIMO theory and simulation.
- G. J. Foschini and M. J. Gans, On Limits of Wireless Communications in a Fading Environment, Wireless Personal Commun., 1998
Introduces V-BLAST and spatial multiplexing concepts.
- E. Viterbo and J. Boutros, A Universal Lattice Code Decoder for Fading Channels, IEEE Trans. IT, 1999
Introduces sphere decoding for MIMO communications.
- E. Telatar, Capacity of Multi-Antenna Gaussian Channels, European Trans. Telecomm., 1999
The foundational paper deriving MIMO capacity.
Further Reading
Lattice reduction-aided detection
D. Wubben et al., 'Lattice Reduction,' IEEE Signal Proc. Mag., 2011
Near-ML performance with polynomial complexity using LLL algorithm.
Massive MIMO with imperfect CSI
H. Q. Ngo et al., 'Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems,' IEEE Trans. Commun., 2013
Practical analysis of massive MIMO with pilot-based channel estimation.
Deep learning for MIMO detection
N. Samuel et al., 'Learning to Detect,' IEEE Trans. SP, 2019
Neural network-based MIMO detectors approaching ML performance.