2020
DOI: 10.1109/ojvt.2020.2989534
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Distributed Estimation Framework for Beyond 5G Intelligent Vehicular Networks

Abstract: The work of D. W. K. Ng was supported in part by the UNSW Digital Grid Futures Institute, UNSW, Sydney, under a cross-disciplinary fund scheme and in part by the Australian Research Council's Discovery Project (DP190101363).

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Cited by 28 publications
(15 citation statements)
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References 134 publications
(145 reference statements)
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“…To figure out a roadmap for the future vision of intelligent services supported by 6G networks, Bariah et al [23] compared enabling technologies of 5G and 6G, and summarized 6G empowered network services with their potential applications in terms of their main challenges and open research issues. Yuan et al [24] presented estimation framework for interest variables in intelligent vehicular networks, in which the factor graph was employed with consensus algorithms to realize estimations in each vehicle and facilitate local processing and communications at RSUs.…”
Section: A Vehicular Network Applicationsmentioning
confidence: 99%
“…To figure out a roadmap for the future vision of intelligent services supported by 6G networks, Bariah et al [23] compared enabling technologies of 5G and 6G, and summarized 6G empowered network services with their potential applications in terms of their main challenges and open research issues. Yuan et al [24] presented estimation framework for interest variables in intelligent vehicular networks, in which the factor graph was employed with consensus algorithms to realize estimations in each vehicle and facilitate local processing and communications at RSUs.…”
Section: A Vehicular Network Applicationsmentioning
confidence: 99%
“…Future technologies will provide smoother upgrade paths that will aid to provide up-to-date and stronger services including security to protect both the intelligent transportation systems and the wireless networks themselves. These advanced technologies will get more sophisticated in future, so will the equipment that allows hackers to exploit their vulnerabilities and making software and security updates possibly easier process in everyone's interest [7].…”
Section: B 5g Wireless Networkmentioning
confidence: 99%
“…As such, one can easily estimate the channel by observing the received samples with indices 0 ≤ l ≤ l p + l max and k p − k max ≤ l ≤ k p + k max and comparing them with a preset threshold 3 . Nevertheless, using guard space will inevitably deteriorate the communication efficiency, as the high-mobility 3 The threshold is set to identify whether the received samples are contributed by the pilot. A general value is 3 √ N 0 for additive Gaussian white noise with power spectral density N 0 [31].…”
Section: Uplink Communicationmentioning
confidence: 99%
“…The automotive industry has developed significantly in the past decades to pave the way for the development of digital cities. With the new era of the fifth-generation (5G) mobile networks and beyond, it is expected that the vehicular communication will play an increasingly important role in people's daily lives, as it can support various promising applications, e.g., autonomous driving, traffic management, and on-the-go Internet services in intelligent transportation systems (ITS) [1]- [3]. In addition to the requirement of efficient communication, highly accurate sensing is also required in vehicular networks, which is usually associated with radar systems.…”
Section: Introductionmentioning
confidence: 99%