Improved Hybrid Precoding Technique with Low-Resolution for MIMO-OFDM System
Source abstract
Abstract
This paper proposes an improved hybrid beamforming system based on multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) system. The proposed beamforming system improves energy efficiency compared to the conventional hybrid beamforming system. Both sub-connected and full-connected structure are considered to apply the proposed algorithm. In the conventional hybrid beamforming, the usage of radio frequency (RF) chains and phase shifter (PS) gives high power and hardware complexity. In this paper, the phase over sampling (POS) with switches (SW) is used in hybrid beamforming system to improve the energy efficiency. The POS-SW structure samples the value of analog beamformer to make lower resolution than conventional system. The number of output data in POS is decided by the resolution of POS system. The limited number of POS decides the resolution of antenna array and the values of POSs are designed from maximum and minimum phase angle antenna array. Energy efficiency without the phase shifter is high although channel capacity is nearly similar with conventional system. Also, the amplifier with POS-SW system is proposed to improve the BER performance. According to the data bits, the output signals of POS are decided. The system with 2, 3 and 4 bits is simulated to prove the proposed algorithm. In order to overcome the loss of low-resolution system, the amplifier with POS-SW system using channel information is proposed. The average sum-rate of 4 bits system shows the similar performance with the conventional hybrid beamforming system. This structure can play an important role by increasing the energy efficiency of the wireless communication system that many antennas are used. It is shown that the BER, average sum rate and energy efficiency of the proposed scheme are more improved than the conventional hybrid beamforming system.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Millimeter-Wave Propagation and Modeling · Advanced MIMO Systems Optimization · Telecommunications and Broadcasting Technologies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (24)
Show source-provided references
1. Prospective multiple antenna technologies for beyond 5G10.1109/JSAC.2020.3000826 ↗
2. Beamforming techniques for massive MIMO systems in 5G: Overview, classification, and trends for future research10.1631/FITEE.1601817 ↗
3. A novel hybrid beamforming algorithm with unified analog beamforming by subspace construction based on partial CSI for massive MIMO-OFDM systems10.1109/TCOMM.2016.2625794 ↗
4. An efficient precoding method for improved downlink massive MIMO system10.1109/ACCESS.2019.2934090 ↗
5. Hybrid precoding technique with iterative algorithm for MIMO-OFDM system10.1109/ACCESS.2020.3024691 ↗
6. Hybrid beamforming for massive MIMO: A survey10.1109/MCOM.2017.1600400 ↗
7. Spatially sparse precoding in millimeter wave MIMO systems10.1109/TWC.2014.011714.130846 ↗
8. Multi-beam transmission diversity with hybrid beamforming for MIMO-OFDM systems
9. Calibration of phase shifter network for hybrid beamforming in mmWave massive MIMO systems10.1109/TSP.2020.2984884 ↗
10. Hybrid digital and analog beamforming design for large-scale MIMO systems
11. Dynamic hybrid beamforming with low-resolution PSs for wideband mmWave MIMO-OFDM systems10.1109/JSAC.2020.3000878 ↗
12. Hybrid architectures with few-bit ADC receivers: Achievable rates and energy-rate tradeoffs10.1109/TWC.2017.2661749 ↗
13. Principal component analysis based broadband hybrid precoding for millimeter-wave massive MIMO systems10.1109/TWC.2020.3002719 ↗
14. A Hardware-Efficient Hybrid Beamforming Solution for mmWave MIMO Systems10.1109/MWC.2018.1700391 ↗
15. 3GPP 3D MIMO channel model: A holistic implementation guideline for open source simulation tools
16. Spatially sparse precoding in millimeter wave MIMO systems10.1109/TWC.2014.011714.130846 ↗
17. Low complexity hybrid beamforming and precoding for 2D planar antenna array mmWave systems
18. Energy-efficient hybrid analog and digital precoding for mmWave MIMO systems with large antenna arrays10.1109/JSAC.2016.2549418 ↗
19. Frequency selective hybrid precoding for limited feedback millimeter wave systems10.1109/TCOMM.2016.2549517 ↗
20. Wideband hybrid precoder for massive MIMO systems
21. Machine learning inspired energy-efficient hybrid precoding for mmWave massive MIMO systems
22. Supporting and enabling circuits for antenna arrays in wireless communications10.1109/JPROC.2012.2186949 ↗
23. Partial nulling regularized block diagonalization using unfair channel selection for post-coding with low-complexity10.3390/app10196809 ↗
24. Hybrid MIMO architectures for millimeter wave communications: Phase shifters or switches?10.1109/ACCESS.2015.2514261 ↗