Wireless for Control: Over-the-Air Controller

被引:6
作者
Park, Pangun [1 ]
Di Marco, Piergiuseppe [2 ]
Fischione, Carlo [3 ]
机构
[1] Chungnam Natl Univ, Dept Radio & Informat Commun Engn, Daejeon 34134, South Korea
[2] Univ Laquila, Dept Informat Engn Comp Sci & Math, I-67100 Laquila, Italy
[3] KTH Royal Inst Technol, Dept Network & Syst Engn, Sch Engn, S-11428 Stockholm, Sweden
基金
新加坡国家研究基金会;
关键词
Wireless communication; Robust control; Wireless sensor networks; Actuators; Optimal control; Stability analysis; Sensors; Over-the-air computation; wireless communication; networked control systems; COMPUTATION; SYSTEMS;
D O I
10.1109/LCOMM.2021.3100808
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In closed-loop wireless control systems, the state-of-the-art approach prescribes that a controller receives by wireless communications the individual sensor measurements, and then sends the computed control signal to the actuators. We propose an over-the-air controller scheme where all sensors attached to the plant simultaneously transmit scaled sensing signals directly to the actuator; then the feedback control signal is computed partially over the air and partially by a scaling operation at the actuator. Such over-the-air controller essentially adopts the over-the-air computation concept to compute the control signal for closed-loop wireless control systems. In contrast to the state-of-the-art sensor-to-controller and controller-to-actuator communication approach, the over-the-air controller exploits the superposition properties of multiple-access wireless channels to complete the communication and computation of a large number of sensing signals in a single communication resource unit. Therefore, the proposed scheme can obtain significant benefits in terms of low actuation delay and low wireless resource utilization by a simple network architecture that does not require a dedicated controller. Numerical results show that our proposed over-the-air controller achieves a huge widening of the stability region in terms of sampling time and delay, and a significant reduction of the computation error of the control signal.
引用
收藏
页码:3437 / 3441
页数:5
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