Integrated Communication and Localization in mmWave Systems
arXiv:2009.13135
Abstract
As the fifth-generation (5G) mobile communication system is being commercialized, extensive studies on the evolution of 5G and sixth-generation mobile communication systems have been conducted. Future mobile communication systems are evidently evolving towards a more intelligent and software-reconfigurable functionality paradigm that can provide ubiquitous communication and also sense, control, and optimize wireless environments. Thus, integrating communication and localization by utilizing the highly directional transmission characteristics of millimeter-wave (mmWave) is a promising route. This approach not only expands the localization capabilities of a communication system but also provides new concepts and opportunities to enhance communication. In this paper, we explain the integrated communication and localization in mmWave systems, in which these processes share the same set of hardware architecture and algorithm. We also perform an overview of the key enabling technologies and the basic knowledge on localization. Then, we provide two promising directions for studies on localization with extremely large antenna array and model-based neural networks. We also discuss a comprehensive guidance for location-assisted mmWave communications in terms of channel estimation, channel state information feedback, beam tracking, synchronization, interference control, resource allocation, and user selection. Finally, this paper outlines the future trends on the mutual assistance and enhancement of communication and localization in integrated systems.
References in corpus (10)
- An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems
- Wireless Communications with Reconfigurable Intelligent Surface: Path Loss Modeling and Experimental Measurement
- Combating the Distance Problem in the Millimeter Wave and Terahertz Frequency Bands
- Beyond Massive-MIMO: The Potential of Positioning with Large Intelligent Surfaces
- Newtonized Orthogonal Matching Pursuit: Frequency Estimation over the Continuum
- Variational Bayesian Inference of Line Spectra
- Localization in Long-range Ultra Narrow Band IoT Networks using RSSI
- Efficient DSP and Circuit Architectures for Massive MIMO: State-of-the-Art and Future Directions
- An Overview on Integrated Localization and Communication Towards 6G
- 3-D Positioning and Environment Mapping for mmWave Communication Systems