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Open AccessJournal ArticleDOI

Codebook Designs for Millimeter-Wave Communication Systems in Both Low- and High-Mobility: Achievements and Challenges

- 01 Jan 2022 - 
- Vol. 10, pp 25786-25810
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TLDR
In this article , the authors track the techniques of codebook-based beamforming for millimeter-wave communications in the context of the distinct requirements for low-mobility channel and high mobility channel scenarios.
Abstract
More connectivity, higher data rates, more reliability, massive network capacity, higher performance and fewer delays are required in the fifth generation (5G) of cellular networks. The last ten years have contained explosive growth in mobile data traffic due to the rapid proliferation of Internet-connected smart devices. For 5G mobile and wireless networks, one of the challenges is to discover how to solve the dilemma between capacity requirements and spectrum shortage. Millimeter-wave communication is therefore a key enabler for 5G technologies. Due to the high path and penetration losses at millimeter wavelengths, antenna beamforming assumes a pivotal role in establishing and maintaining a robust communication link. Recently, codebook-based beamforming has been proposed to achieve a fair balance between complexity and performance and to eliminate the overheads. In this paper, we track the techniques of codebook-based beamforming for millimeter-wave communications in the context of the distinct requirements for low-mobility channel and high-mobility channel scenarios. Subsequently, we will provide a comparison of existing codebook-based beamforming techniques in terms of their respective benefits and shortcomings. Finally, some open directions of research are discussed, and challenges that need to be met are pointed out.

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Citations
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Proceedings ArticleDOI

Speaker Adapted Codebooks for Speech Enhancement

TL;DR: In this paper , the authors investigate the adaption of SI codebook of spectral representation of speech data to a specific target speaker using Vector Quantization Maximum a posteriori (VQ-MAP) algorithm and study its effect on speech enhancement performance.
Proceedings ArticleDOI

Deep Reinforcement Learning Based Beamforming Codebook Design for RIS-aided mmWave Systems

TL;DR: In this paper , a multi-agent deep reinforcement learning framework was developed to jointly optimize the active beamforming from the BS and the RIS-reflection beam codebook relying only on the received power measurements.
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Beyond 5G Fronthaul Based on FSO Using Spread Spectrum Codes and Graphene Modulators

TL;DR: In this paper , a novel mobile fronthaul network architecture based on FSO, spread spectrum codes, and graphene modulators was proposed for the creation of dense small cells. But the performance of the network was not analyzed.
References
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Capacity of Multi‐antenna Gaussian Channels

TL;DR: In this paper, the authors investigate the use of multiple transmitting and/or receiving antennas for single user communications over the additive Gaussian channel with and without fading, and derive formulas for the capacities and error exponents of such channels, and describe computational procedures to evaluate such formulas.
Journal ArticleDOI

Millimeter Wave Mobile Communications for 5G Cellular: It Will Work!

TL;DR: The motivation for new mm-wave cellular systems, methodology, and hardware for measurements are presented and a variety of measurement results are offered that show 28 and 38 GHz frequencies can be used when employing steerable directional antennas at base stations and mobile devices.
Journal ArticleDOI

Beamforming: a versatile approach to spatial filtering

TL;DR: An overview of beamforming from a signal-processing perspective is provided, with an emphasis on recent research.
Journal ArticleDOI

Intelligent Reflecting Surface Enhanced Wireless Network via Joint Active and Passive Beamforming

TL;DR: Simulation results demonstrate that an IRS-aided single-cell wireless system can achieve the same rate performance as a benchmark massive MIMO system without using IRS, but with significantly reduced active antennas/RF chains.
Journal ArticleDOI

The Geometry of Algorithms with Orthogonality Constraints

TL;DR: The theory proposed here provides a taxonomy for numerical linear algebra algorithms that provide a top level mathematical view of previously unrelated algorithms and developers of new algorithms and perturbation theories will benefit from the theory.
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