Cross-Layer Optimization for Industrial Control Applications Using Wireless Sensor and Actuator Mesh Networks

被引:39
|
作者
Park, Pangun [1 ]
Di Marco, Piergiuseppe [2 ,3 ]
Johansson, Karl Henrik [2 ]
机构
[1] Chungnam Natl Univ, Dept Radio & Informat Commun Engn, Taejon 305764, South Korea
[2] KTH Royal Inst Technol, Sch Elect Engn, ACCESS Linnaeus Ctr, S-11428 Stockholm, Sweden
[3] Ericsson Res, S-16440 Stockholm, Sweden
基金
新加坡国家研究基金会;
关键词
Cross-layer optimization; routing; scheduling; wireless sensor and actuator network; DESIGN;
D O I
10.1109/TIE.2016.2631530
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
When multiple control processes share a common wireless network, the communication protocol must provide reliable performance in order to yield stability of the overall system. In this paper, the novel cross-layer optimized control (CLOC) protocol is proposed for minimizing the worst case performance loss of multiple industrial control systems. CLOC is designed for a general wireless sensor and actuator network where both sensor to controller and controller to actuator connections are over a multihop mesh network. The design approach relies on a constrained max-min optimization problem, where the objective is to maximize the minimum resource redundancy of the network and the constraints are the stability of the closed-loop control systems and the schedulability of the communication resources. The optimal operation point of the protocol is automatically set in terms of the sampling rate, scheduling, and routing, and is achieved by solving a linear programming problem, which adapts to system requirements and link conditions. The protocol has been experimentally implemented and evaluated on a testbed with off-the-shelf wireless sensor nodes, and it has been compared with a traditional network design and a fixed-schedule approach. Experimental results show that CLOC indeed ensures control application stability and fulfills communication constraints while maximizing the worst case redundancy gain of the system performance.
引用
收藏
页码:3250 / 3259
页数:10
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