Title | AoAs and AoDs Estimation for Sparse Millimeter Wave Channels with One-bit ADCs |
Authors | Dong, Yue Chen, Chen Jin, Ye |
Affiliation | Peking Univ, State Key Lab Adv Opt Commun Syst & Networks, Beijing, Peoples R China. |
Keywords | MIMO SYSTEMS |
Issue Date | 2016 |
Publisher | 8th International Conference on Wireless Communications and Signal Processing (WCSP) |
Citation | 8th International Conference on Wireless Communications and Signal Processing (WCSP).2016. |
Abstract | Millimeter wave (mmWave) communication is favored for its abundant bandwidth. However, the sampling rate scales up with the large bandwidth, thus making it difficult to implement high-resolution analog-to-digital converters (ADCs). In addition, a large-scale array is employed to overcome the high path loss of the mmWave channels. Due to the large number of antennas and the directional feature of the channels, a base station (BS) will mainly rely on the uplink sounding signals instead of the explicit channel estimation to obtain the angles of arrivals/departures (AoAs/AoDs) to perform directional beamforming. In this paper, an estimation method based on one-bit compressive sensing (CS) is proposed. Furthermore, the impact of the estimation error is characterized. Analytical and simulation results show that the proposed method can achieve a comparable power gain to the high-resolution ADCs structures. |
URI | http://hdl.handle.net/20.500.11897/470292 |
ISSN | 2325-3746 |
Indexed | CPCI-S(ISTP) |
Appears in Collections: | 区域光纤通信网与新型光通信系统国家重点实验室 |