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Q: What is a factor graph?

Q: What is a factor graph? A factor graph represents a global function of many variables as a product of local functions with smaller subsets of variabl

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Best Readings in Machine Learning in Communications | IEEE Communications Society

Best Readings in Machine Learning in Communications | IEEE Communications Society
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Best Readings in Communications in Wireless Networked Control | IEEE Communications Society

Best Readings in Communications in Wireless Networked Control Wireless networked control has attracted a lot of attention from both academia and industry in the past two decades, and has become a hot topic in recent years, mainly driven by mission-critical Industrial Internet of Things (IIoT) applications requiring closed-loop control, such as intelligent transportation, Tele-surgery, industry automation, power systems automation, and power electronics control. Specifically, a wireless networked control system (WNCS) is a spatially distributed control system consisting of networked sensors, actuators and a controller. The wireless sensors measure and report the physical process states of interest, the remote controller collects the sensors’ measurements and generates control signals, and the wireless actuators receive the control signals and control the processes. Due to its spatially distributed nature, reliable, dynamic and secure wireless communications among sensor, contro

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Best Readings in Full Duplex Wireless Communications | IEEE Communications Society

Best Readings in Full Duplex Wireless Communications While conventional half-duplex wireless systems rely on transmitting and receiving in non-overlapping time slots or frequency channels, full duplex (FD) communications and the underlying self-interference cancellation (SIC) techniques may improve the attainable spectral efficiency while reducing latency. This is made possible by recent advances in antenna design and signal processing techniques specifically in multiple input multiple output systems, which make SIC of 80-110 dB possible. In fact, SIC has been demonstrated in applications requiring even more than 110 dB of interference cancellation. We expect that in the future, SIC technologies will enable not only FD communications, but also a variety of spectrum-sharing applications by creating radio technologies that are tolerant of adjacent and co-channel interference.

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Study May Pave Way to Wireless Technologies Similar to Fiber Optics

Study May Pave Way to Wireless Technologies Similar to Fiber Optics Written by AZoOpticsDec 24 2020 Despite significant advances in wireless technology, the manufacturing industry continues to turn to wired forms of communication such as Ethernet or fibre optics for its most critical tasks. A new study by Cristina Cano and the full professor Xavier Vilajosana, researchers from the Wireless Networks (WiNe) group at the Internet Interdisciplinary Institute (IN3), opens the door to the use of wireless technologies with power and reliability that are comparable to fibre optics and that could replace cabled connections. The research project, published in the journal IEEE Transactions on Wireless Communications, has created the first parameterization of a millimetre-band signal propagation model, a wireless technology capable of transmitting a huge amount of data per second, in an industrial environment. According to the researchers, this new model is the first step towards understan

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