Open Access
Millimeter wave beamforming for wireless backhaul and access in small cell networks and practical approaches in software-defined radio
James V. Krogmeier,David J. Love,Sooyoung Hur +2 more
- 01 Jan 2013
TL;DR: In this paper, an efficient beam alignment technique using adaptive subspace sampling and hierarchical beam codebooks was proposed to solve the problem of spectrum reusability and flexible prototyping radio platform using software-defined radio (SDR).
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Abstract: Mobile data traffic will continue its tremendous growth in some markets, and has already resulted in an apparent radio spectrum scarcity. There is a strong need for more efficient methods to use spectrum resources, leading to extensive research on increasing spectrum reusability on flexible radio platforms. This study solves this problem in two sub topics, millimeter wave communication on wireless backhaul for spectrum reusability, and flexible prototyping radio platform using software-defined radio (SDR).
Wireless backhaul has received significant attention as a key technology affecting the development of future wireless cellular networks because it helps to easily deploy many small size cells, an essential part of a high capacity system. Millimeter wave is considered a possible candidate for cost-effective wireless backhaul. In the outdoor deployment using a millimeter wave, beamforming methods are key techniques to establish wireless links in the 60 GHz to 80 GHz to overcome pathloss constraints (i.e., rainfall effect and oxygen absorption). The millimeter wave communication system cannot directly access the channel knowledge. To overcome this, a beamforming method based on codebook search is considered. The millimeter wave communication cannot access channel knowledge, therefore alternatively a beamforming method based on a codebook search is considered. In the first part, we propose an efficient beam alignment technique using adaptive subspace sampling and hierarchical beam codebooks. A wind sway analysis is presented to establish a notion of beam coherence time. This highlights a previously unexplored tradeoff between array size and wind-induced movement. Generally, it is not possible to use larger arrays without risking a performance loss from wind-induced beam misalignment. The performance of the proposed alignment technique is analyzed and compared with other search and alignment methods. Results show significant performance improvement with reduced search time.
In the second part of this study, SDR is discussed as an approach toward flexible wireless communication systems. Most layers of SDR are implemented by software. Therefore, only a software change is needed to transform the type of radio system. The translation of the signal processing into software performed by a regular computer opens up a huge number of possibilities at a reasonable price and effort. SDR systems are widely used to build prototypes, saving time and money. In this project, a robust wireless communication system in high interference environment was developed. For the physical layer (PHY) of the system, we implemented a channel sub-bandding method that utilizes frequency division multiplexing to avoid interference. Then, to overcome a further interfered channel, Direct Spread Spectrum System (DSSS) was considered and implemented. These prototyped testbeds were evaluated for system performance in the interference environment.
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Figures

TABLE I SYSTEM LINK-BUDGET 
Fig. 2. Link budget analysis for the required gain versus link distance. 
Fig. 12. Comparison of beamforming gain versus beam search time L for M = 32 array, SNR = 5 dB. 
Fig. 11. Comparison of beamforming gain versus SNR for M = 32 array, L = 48. 
Fig. 5. Example pole movement showing beam deflection due to wind. 
Fig. 8. Hierarchical structure of subcodebooks Fk and expansions between subcodebooks.
Citations
Millimeter-wave Base Stations in the Sky: An Experimental Study of UAV-to-Ground Communications
TL;DR: The first stochastic UAV-to-Ground mmWave channel model with UAVs as transmitters is developed and validated, making it compatible with current mmWave devices.
Training Beam Sequence Design for Millimeter-Wave MIMO Systems: A POMDP Framework
TL;DR: Numerical results show that the proposed training beam sequence design algorithms yield good performance and a very fast suboptimal greedy algorithm is developed based on a newly proposed reduced sufficient statistic to make the computational complexity of the proposed algorithm low to a level for practical implementation.
Learning-Based Predictive Transmitter-Receiver Beam Alignment in Millimeter Wave Fixed Wireless Access Links
Jianjun Zhang,Christos Masouros +1 more
TL;DR: In this paper, a hierarchical Bayesian learning model and beam alignment algorithm are proposed to make full use of underlying correlations between transmitter and receiver and accumulated experiences, which improves robustness to environment uncertainties.
Visions Towards 5G: Technical Requirements and Potential Enablers
TL;DR: This paper elaborates on the 5G related topics, identifying the key challenges for future research and preliminary 5G standardization activities, as well as providing a comprehensive survey of the current literature.
A Novel Hybrid Precoding Technique for Millimeter Wave
Tarun Gupta,Ashok Kumar,Rahul Priyadarshi +2 more
- 03 Nov 2018
TL;DR: A novel hybrid precoding technique using to improve spectral efficiency of mmWave system is described and improvement in spectral efficiency compared to analog precoding and ZF hybrid precode is observed.
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Digital Communications
John G. Proakis
- 01 Jan 1983
TL;DR: This month's guest columnist, Steve Bible, N7HPR, is completing a master’s degree in computer science at the Naval Postgraduate School in Monterey, California, and his research area closely follows his interest in amateur radio.
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What Will 5G Be
Jeffrey G. Andrews,Stefano Buzzi,Wan Choi,Stephen V. Hanly,Angel Lozano,Anthony C. K. Soong,Jianzhong Charlie Zhang +6 more
TL;DR: This paper discusses all of these topics, identifying key challenges for future research and preliminary 5G standardization activities, while providing a comprehensive overview of the current literature, and in particular of the papers appearing in this special issue.
An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems
TL;DR: This article provides an overview of signal processing challenges in mmWave wireless systems, with an emphasis on those faced by using MIMO communication at higher carrier frequencies.
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Sundeep Rangan,Theodore S. Rappaport,Elza Erkip +2 more
- 05 Feb 2014
TL;DR: Measurements and capacity studies are surveyed to assess mmW technology with a focus on small cell deployments in urban environments and it is shown that mmW systems can offer more than an order of magnitude increase in capacity over current state-of-the-art 4G cellular networks at current cell densities.
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