On– Off Error Control Coding Scheme for Minimizing Tracking Error in Wireless Feedback Control Systems

In wireless feedback control systems, reducing packet loss is critical. The use of channel coding may decrease such packet loss; however, redundancy in channel coding also decreases the packet transmission rate although the bit rate remains the same. Thus, control systems are highly affected by disturbances. To improve control system quality, channel coding should be adaptively employed on the basis of packet loss and disturbances. Herein, an on-off error control coding scheme based on the communication and control layers is proposed. In this scheme, channel coding is adaptively used to minimize tracking errors in a controlled plant. Results demonstrate that the proposed on-off error control coding scheme improves the control system's reference tracking performance compared with that when using a fixed-rate coding scheme.

[1]  Kentaro Kobayashi,et al.  A Wireless Control System with Mutual Use of Control Signals for Cooperative Machines , 2012, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[2]  Huijun Gao,et al.  Network-Induced Constraints in Networked Control Systems—A Survey , 2013, IEEE Transactions on Industrial Informatics.

[3]  Wei Wang,et al.  Guaranteed Cost Control for Uncertain Networked Control Systems With Predictive Scheme , 2014, IEEE Transactions on Automation Science and Engineering.

[4]  Dirk Pesch,et al.  Stability of wireless networked control system using energy-efficient fuzzy based adaptive error control , 2011, 2011 4th Joint IFIP Wireless and Mobile Networking Conference (WMNC 2011).

[5]  R. Kohno,et al.  A Study on HARQ error-controlling scheme for the wireless control of medical equipment , 2012, 2012 6th International Symposium on Medical Information and Communication Technology (ISMICT).

[6]  Dong Yue,et al.  H-Infinity Stabilization for Singular Networked Cascade Control Systems With State Delay and Disturbance , 2014, IEEE Transactions on Industrial Informatics.

[7]  Yuanqing Xia,et al.  Sliding-Mode Predictive Control of Networked Control Systems Under a Multiple-Packet Transmission Policy , 2014, IEEE Transactions on Industrial Electronics.

[8]  Huijun Gao,et al.  Fault Detection for Discrete Systems With Network-Induced Nonlinearities , 2014, IEEE Transactions on Industrial Informatics.

[9]  Frank Allgöwer,et al.  Is it worth to retransmit lost packets in Networked Control Systems? , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[10]  J.E. Mazo,et al.  Digital communications , 1985, Proceedings of the IEEE.

[11]  Marília Curado,et al.  Ensuring QoE in wireless networks with adaptive FEC and Fuzzy Logic-based mechanisms , 2014, 2014 IEEE International Conference on Communications (ICC).

[12]  Michael B. Pursley,et al.  Adaptive Capacity-Achieving Channel Coding for Fountain-Coded Multicast Transmission in Packet Radio Systems , 2013, IEEE Transactions on Wireless Communications.

[13]  Carlos Canudas-de-Wit,et al.  Adaptive Delta Modulation in Networked Controlled Systems With bounded Disturbances , 2011, IEEE Transactions on Automatic Control.

[14]  Manuel Mazo,et al.  System Architectures, Protocols and Algorithms for Aperiodic Wireless Control Systems , 2014, IEEE Transactions on Industrial Informatics.

[15]  Daniel E. Quevedo,et al.  Power Control and Coding Formulation for State Estimation With Wireless Sensors , 2013, IEEE Transactions on Control Systems Technology.

[16]  Tianyou Chai,et al.  Networked Multirate Output Feedback Control for Setpoints Compensation and Its Application to Rougher Flotation Process , 2014, IEEE Transactions on Industrial Electronics.

[17]  Özgür Gürbüz,et al.  Wireless Model-Based Predictive Networked Control System Over Cooperative Wireless Network , 2011, IEEE Transactions on Industrial Informatics.

[18]  Jianbin Qiu,et al.  Robust Model Predictive Control Under Saturations and Packet Dropouts With Application to Networked Flotation Processes , 2014, IEEE Transactions on Automation Science and Engineering.

[19]  Steven X. Ding,et al.  An Integrated Design Framework of Fault-Tolerant Wireless Networked Control Systems for Industrial Automatic Control Applications , 2013, IEEE Transactions on Industrial Informatics.

[20]  Huijun Gao,et al.  Data-Based Techniques Focused on Modern Industry: An Overview , 2015, IEEE Transactions on Industrial Electronics.

[21]  Donghua Zhou,et al.  Output Tracking Control for Networked Systems: A Model-Based Prediction Approach , 2014, IEEE Transactions on Industrial Electronics.

[22]  Wei Shen,et al.  PriorityMAC: A Priority-Enhanced MAC Protocol for Critical Traffic in Industrial Wireless Sensor and Actuator Networks , 2014, IEEE Transactions on Industrial Informatics.

[23]  Daniel E. Quevedo,et al.  Sparse Packetized Predictive Control for Networked Control Over Erasure Channels , 2013, IEEE Transactions on Automatic Control.

[24]  B. Anderson,et al.  Digital control of dynamic systems , 1981, IEEE Transactions on Acoustics, Speech, and Signal Processing.