Closing the Control Loop in Intelligent Spaces Systems: Control Over Wireless Networks with a Packet Loss Perspective

Recently, there has been a significant increase in the number of systems composed of both sensors and actuators spatially scattered in the physical world connected via wireless networks. These systems can be integrated into geographically defined intelligent spaces (iSpaces) in order to perform tasks where simultaneous sensing and controlling is necessary. Our main concern here is finding a way to close control loops in such environments. We first considered the key factors in iSpace-based sensing and control including: timing, state estimation, and control over unreliable wireless networks from a systematic perspective. Then we focused on the formation of control loops when packet losses are involved and adopted an easily implemented and efficient method to deal with the unpredictable packet loss problem.

[1]  A. Rahimi,et al.  Simultaneous localization, calibration, and tracking in an ad hoc sensor network , 2006, 2006 5th International Conference on Information Processing in Sensor Networks.

[2]  Liuqing Yang,et al.  Driving into Intelligent Spaces with Pervasive Communications , 2007, IEEE Intelligent Systems.

[3]  Bruno Sinopoli,et al.  Distributed control applications within sensor networks , 2003, Proc. IEEE.

[4]  Hari Balakrishnan,et al.  6th ACM/IEEE International Conference on on Mobile Computing and Networking (ACM MOBICOM ’00) The Cricket Location-Support System , 2022 .

[5]  Fei-Yue Wang,et al.  Intelligent spaces: An overview , 2007, 2007 IEEE International Conference on Vehicular Electronics and Safety.

[6]  Philip Levis,et al.  Understanding the causes of packet delivery success and failure in dense wireless sensor networks , 2006, SenSys '06.

[7]  Tamer Basar,et al.  Optimal control of LTI systems over unreliable communication links , 2006, Autom..

[8]  Bruno Sinopoli,et al.  Foundations of Control and Estimation Over Lossy Networks , 2007, Proceedings of the IEEE.

[9]  B. R. Badrinath,et al.  Ad hoc positioning system (APS) using AOA , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[10]  Paramvir Bahl,et al.  RADAR: an in-building RF-based user location and tracking system , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[11]  Ian F. Akyildiz,et al.  Wireless sensor and actor networks: research challenges , 2004, Ad Hoc Networks.

[12]  Fei-Yue Wang Driving into the Future with ITS , 2006, IEEE Intelligent Systems.

[13]  Feng Xia,et al.  Wireless Sensor/Actuator Network Design for Mobile Control Applications , 2007, Sensors.

[14]  Andrey V. Savkin,et al.  Node Localization Using Mobile Robots in Delay-Tolerant Sensor Networks , 2005, IEEE Trans. Mob. Comput..

[15]  Liuqing Yang,et al.  Smart Cars on Smart Roads: An IEEE Intelligent Transportation Systems Society Update , 2006, IEEE Pervasive Comput..

[16]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.