2019
DOI: 10.1109/access.2019.2921522
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Wireless Communications and Applications Above 100 GHz: Opportunities and Challenges for 6G and Beyond

Abstract: Frequencies from 100 GHz to 3 THz are promising bands for the next generation of wireless communication systems because of the wide swaths of unused and unexplored spectrum. These frequencies also offer the potential for revolutionary applications that will be made possible by new thinking, and advances in devices, circuits, software, signal processing, and systems. This paper describes many of the technical challenges and opportunities for wireless communication and sensing applications above 100 GHz, and pre… Show more

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Cited by 1,794 publications
(1,142 citation statements)
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References 147 publications
(247 reference statements)
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“…3(b), the encoder parameters are trained according to the trained and frozen decoder parameters by using the stored values of l 0 and l 1 layers in the first step in a supervised learning setup. Here, the precoder in the transmitter is determined by the parameters W (1) e . Then, the coded bits are transmitted using a pulse shaping filter p(t) over an AWGN channel.…”
Section: A Autoencoder-based Code Designmentioning
confidence: 99%
See 3 more Smart Citations
“…3(b), the encoder parameters are trained according to the trained and frozen decoder parameters by using the stored values of l 0 and l 1 layers in the first step in a supervised learning setup. Here, the precoder in the transmitter is determined by the parameters W (1) e . Then, the coded bits are transmitted using a pulse shaping filter p(t) over an AWGN channel.…”
Section: A Autoencoder-based Code Designmentioning
confidence: 99%
“…The autoencoder architecture, which is composed of 6 layers as illustrated in Fig. 3(a), can be expressed layer-by-layer as l 0 :z (0) = s, x (1) = φ 0 (z (0) ) = s l 1 :z (1) = θ (1) x (1) + b (1) , x (2) = Q(φ 1 (z (1) ) + n (1) ) l 2 :z (2) = θ (2)…”
Section: Appendix C Proof Of Theoremmentioning
confidence: 99%
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“…A map of spatially correlated SF with the BS and UT locations. The map of spatially correlated SF is generated by filtering a map of independent SF using an exponential function in(3). SF [dB]∼N(0,4) in a UMi LOS scenario.…”
mentioning
confidence: 99%