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Open AccessJournal ArticleDOI

Joint Design of Communication and Sensing for Beyond 5G and 6G Systems

Thorsten Wild, +2 more
- 15 Feb 2021 - 
- Vol. 9, pp 30845-30857
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TLDR
In this paper, the major design aspects of such a cellular joint communication and sensing (JCAS) system are discussed, and an analysis of the choice of the waveform that points towards choosing the one that is best suited for communication also for radar sensing is presented.
Abstract
The 6G vision of creating authentic digital twin representations of the physical world calls for new sensing solutions to compose multi-layered maps of our environments. Radio sensing using the mobile communication network as a sensor has the potential to become an essential component of the solution. With the evolution of cellular systems to mmWave bands in 5G and potentially sub-THz bands in 6G, small cell deployments will begin to dominate. Large bandwidth systems deployed in small cell configurations provide an unprecedented opportunity to employ the mobile network for sensing. In this paper, we focus on the major design aspects of such a cellular joint communication and sensing (JCAS) system. We present an analysis of the choice of the waveform that points towards choosing the one that is best suited for communication also for radar sensing. We discuss several techniques for efficiently integrating the sensing capability into the JCAS system, some of which are applicable with NR air-interface for evolved 5G systems. Specifically, methods for reducing sensing overhead by appropriate sensing signal design or by configuring separate numerologies for communications and sensing are presented. Sophisticated use of the sensing signals is shown to reduce the signaling overhead by a factor of 2.67 for an exemplary road traffic monitoring use case. We then present a vision for future advanced JCAS systems building upon distributed massive MIMO and discuss various other research challenges for JCAS that need to be addressed in order to pave the way towards natively integrated JCAS in 6G.

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Journal ArticleDOI

A Review of Millimeter Wave Device-Based Localization and Device-Free Sensing Technologies and Applications

TL;DR: The state of the art in device-based localization and device-free sensing using mmWave communication and radar devices, with a focus on indoor deployments is surveyed, observing that device- based localization systems would greatly benefit from commercial-grade hardware that exposes channel state information, as well as from a better integration between standard-compliant mmWave initial access and localization algorithms.
Proceedings ArticleDOI

Blind Transmitter Localization in Wireless Sensor Networks: A Deep Learning Approach

TL;DR: In this paper, a blind transmitter localization technique based on the deep neural network (DNN) framework is proposed. But the method assumes no previous knowledge on the transmit signal and it is shown that DNN based location approaches the maximum likelihood solution with reduced computational complexity.
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A Survey of 3D Indoor Localization Systems and Technologies

TL;DR: A detailed review of the current state of the art concerning 3D indoor localization including geometric approaches such as angle of arrival (AoA), time of arrival, ToA, Time Difference of Arrival (TDoA), fingerprinting approaches based on Received Signal Strength (RSS), Channel State Information (CSI), Magnetic Field (MF) and Fine Time Measurement (FTM), as well as fusion-based and hybrid-positioning techniques are presented in this article .

Transmit Precoder Design Approaches for Dual-Function Radar-Communication Systems

TL;DR: Multiple precoder design approaches are introduced for a radar detection mode in which a total search volume is divided into dwells to be searched sequentially, yielding improved approximation of desired ambiguity functions over prior methods found in the literature.
References
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Journal ArticleDOI

Massive MIMO for next generation wireless systems

TL;DR: While massive MIMO renders many traditional research problems irrelevant, it uncovers entirely new problems that urgently need attention: the challenge of making many low-cost low-precision components that work effectively together, acquisition and synchronization for newly joined terminals, the exploitation of extra degrees of freedom provided by the excess of service antennas, reducing internal power consumption to achieve total energy efficiency reductions, and finding new deployment scenarios.
Journal ArticleDOI

Wireless Communications and Applications Above 100 GHz: Opportunities and Challenges for 6G and Beyond

TL;DR: This paper offers the first in-depth look at the vast applications of THz wireless products and applications and provides approaches for how to reduce power and increase performance across several problem domains, giving early evidence that THz techniques are compelling and available for future wireless communications.
Journal ArticleDOI

6G Wireless Networks: Vision, Requirements, Architecture, and Key Technologies

TL;DR: This article presents a large-dimensional and autonomous network architecture that integrates space, air, ground, and underwater networks to provide ubiquitous and unlimited wireless connectivity and identifies several promising technologies for the 6G ecosystem.
Journal ArticleDOI

The Roadmap to 6G: AI Empowered Wireless Networks

TL;DR: Potential technologies for 6G to enable mobile AI applications, as well as AI-enabled methodologies for6G network design and optimization are discussed.
Journal ArticleDOI

Waveform Design and Signal Processing Aspects for Fusion of Wireless Communications and Radar Sensing

TL;DR: Approaches to the design of intelligent waveforms, that are suitable for simultaneously performing both data transmission and radar sensing, are proposed, based on classical phase-coded waveforms utilized in wireless communications.
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