研究目的
To present the concept of Compressed-Sensing (CS)-aided Space-Time Shift Keying Index Modulation (STSK-IM) for operation in the Milli-meter Wave (mmWave) frequency band, amalgamating soft-decision-aided scheme with Coordinate-Interleaving (CI) and a Discrete Fourier Transform (DFT)-aided codebook design for analogue beamforming, and to propose two FI allocation techniques, namely the Distinct FI (DFI) and the Shared FI (SFI) based schemes, to strike a trade-off between the attainable sparsity level and the achievable capacity limit.
研究成果
The paper concludes that the CS-aided STSK-IM system is capable of achieving a higher capacity than systems without CS, and the BER performance of both uncoded and coded systems employing SFI and DFI techniques can approach that of the optimum detector upon increasing the complexity order. The coded systems showed a considerable BER improvement by mitigating the effect of choosing a low number of candidates for the RC-aided detector.
研究不足
The limitations include the high detection complexity of the ML detector and the sub-optimal performance of the reduced-complexity detector. The system's performance is also dependent on the accuracy of the CSI knowledge at both the transmitter and receiver.