Abstract
Hybrid analog/digital precoding architectures can address the tradeoff between achievable spectral efficiency and power consumption in large-scale MIMO systems. This makes them a promising candidate for millimeter wave systems, which deploy large antenna arrays at both the transmitter and the receiver to guarantee sufficient received signal power. Most prior work on hybrid precoding focused on narrowband channels and assumed fully connected hybrid architectures. Millimeter wave (mmWave) systems, though, are expected to be wideband with frequency selectivity. In this paper, a closed-form solution for fully connected OFDM-based hybrid analog/digital precoding is developed for frequency selective mmWave systems. This solution is then extended to partially connected but fixed architectures in which each RF chain is connected to a specific subset of the antennas. The derived solutions give insights into how the hybrid subarray structures should be designed. Based on this, a novel technique that dynamically constructs the hybrid subarrays knowing the long-term channel characteristics is developed. Simulation results show that the proposed hybrid precoding solutions achieve spectral efficiencies close to that obtained with fully digital architectures in wideband mmWave channels. Furthermore, the results indicate that the developed dynamic subarray solution outperforms the fixed hybrid subarray structures in various system and channel conditions.
| Original language | English (US) |
|---|---|
| Article number | 7880698 |
| Pages (from-to) | 2907-2920 |
| Number of pages | 14 |
| Journal | IEEE Transactions on Wireless Communications |
| Volume | 16 |
| Issue number | 5 |
| DOIs | |
| State | Published - May 1 2017 |
| Externally published | Yes |
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Keywords
- Hybrid precoding
- millimeter wave systems
- MIMO
- subarrays
- wideband
ASJC Scopus subject areas
- Computer Science Applications
- Electrical and Electronic Engineering
- Applied Mathematics
Cite this
Dynamic Subarrays for Hybrid Precoding in Wideband mmWave MIMO Systems. / Park, Sungwoo; Alkhateeb, Ahmed; Heath, Robert W.
In: IEEE Transactions on Wireless Communications, Vol. 16, No. 5, 7880698, 01.05.2017, p. 2907-2920.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Dynamic Subarrays for Hybrid Precoding in Wideband mmWave MIMO Systems
AU - Park, Sungwoo
AU - Alkhateeb, Ahmed
AU - Heath, Robert W.
PY - 2017/5/1
Y1 - 2017/5/1
N2 - Hybrid analog/digital precoding architectures can address the tradeoff between achievable spectral efficiency and power consumption in large-scale MIMO systems. This makes them a promising candidate for millimeter wave systems, which deploy large antenna arrays at both the transmitter and the receiver to guarantee sufficient received signal power. Most prior work on hybrid precoding focused on narrowband channels and assumed fully connected hybrid architectures. Millimeter wave (mmWave) systems, though, are expected to be wideband with frequency selectivity. In this paper, a closed-form solution for fully connected OFDM-based hybrid analog/digital precoding is developed for frequency selective mmWave systems. This solution is then extended to partially connected but fixed architectures in which each RF chain is connected to a specific subset of the antennas. The derived solutions give insights into how the hybrid subarray structures should be designed. Based on this, a novel technique that dynamically constructs the hybrid subarrays knowing the long-term channel characteristics is developed. Simulation results show that the proposed hybrid precoding solutions achieve spectral efficiencies close to that obtained with fully digital architectures in wideband mmWave channels. Furthermore, the results indicate that the developed dynamic subarray solution outperforms the fixed hybrid subarray structures in various system and channel conditions.
AB - Hybrid analog/digital precoding architectures can address the tradeoff between achievable spectral efficiency and power consumption in large-scale MIMO systems. This makes them a promising candidate for millimeter wave systems, which deploy large antenna arrays at both the transmitter and the receiver to guarantee sufficient received signal power. Most prior work on hybrid precoding focused on narrowband channels and assumed fully connected hybrid architectures. Millimeter wave (mmWave) systems, though, are expected to be wideband with frequency selectivity. In this paper, a closed-form solution for fully connected OFDM-based hybrid analog/digital precoding is developed for frequency selective mmWave systems. This solution is then extended to partially connected but fixed architectures in which each RF chain is connected to a specific subset of the antennas. The derived solutions give insights into how the hybrid subarray structures should be designed. Based on this, a novel technique that dynamically constructs the hybrid subarrays knowing the long-term channel characteristics is developed. Simulation results show that the proposed hybrid precoding solutions achieve spectral efficiencies close to that obtained with fully digital architectures in wideband mmWave channels. Furthermore, the results indicate that the developed dynamic subarray solution outperforms the fixed hybrid subarray structures in various system and channel conditions.
KW - Hybrid precoding
KW - millimeter wave systems
KW - MIMO
KW - subarrays
KW - wideband
UR - http://www.scopus.com/inward/record.url?scp=85021728711&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85021728711&partnerID=8YFLogxK
U2 - 10.1109/TWC.2017.2671869
DO - 10.1109/TWC.2017.2671869
M3 - Article
AN - SCOPUS:85021728711
VL - 16
SP - 2907
EP - 2920
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
SN - 1536-1276
IS - 5
M1 - 7880698
ER -