Abstract: An edge computing-based method for fine determination of an urban traffic state includes the following steps: preprocessing lane-level data collected by edge nodes; dividing a complete road segment; computing an average delay per vehicle of a lane by using the edge nodes; inputting the preprocessed and computed data into a fuzzy logic model to determine a lane-level traffic state of an approach region; and based on the characteristic that edge nodes at the intersections can be interconnected, linking upstream and downstream intersection information to compute an average travel speed of a remaining road segment, and determining a traffic state of the remaining road segment.

Abstract: An edge computing-based method for fine determination of an urban traffic state includes the following steps: preprocessing lane-level data collected by edge nodes; dividing a complete road segment; computing an average delay per vehicle of a lane by using the edge nodes; inputting the preprocessed and computed data into a fuzzy logic model to determine a lane-level traffic state of an approach region; and based on the characteristic that edge nodes at the intersections can be interconnected, linking upstream and downstream intersection information to compute an average travel speed of a remaining road segment, and determining a traffic state of the remaining road segment.

Abstract: A transmitter includes a plurality of devices which processes a transmit signal. Examples of such devices include a variable gain amplifier, a power amplifier and/or a modulator. Some other these devices are gain controllable. Some of these devices are bias controllable. Each controllable device receives at least one analog control signal (gain/bias) which sets operation of the controllable device. A logic circuit receives a specification of the analog control signal and generating a digital control signal based thereon. A digital-to-analog converter circuit converts the digital control signal to the analog control signal for application to the controllable device.