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Erschienen in: Telecommunication Systems 2/2014

01.02.2014

Smart error-control strategy for low-power communication in wireless networked control system

verfasst von: Jasvinder Singh, Dirk Pesch

Erschienen in: Telecommunication Systems | Ausgabe 2/2014

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Abstract

We consider a Wireless Networked Control System (WNCS) in an indoor environment and discuss the impact of wireless channel characteristics on the stability and performance of wireless feedback control-loop system. The presence of mobile/static obstacles and other radio interferences in indoor space causes random transmission errors and therefore, it becomes challenging to establish timely and reliable communication among distributed WNCS nodes (sensor, controller and actuator). To overcome communication errors in an energy-efficient way, we propose a novel Forward Error Correction (FEC) based smart error control mechanism which at its core employs a cascaded fuzzy inference system. The proposed strategy unifies three heterogeneous metrics, e.g. Signal-to-Noise Ratio, Line-of-Sight/Non-Line-of-Sight detection and packet ACK/NACK information, to accurately estimate the radio links quality and to select an appropriate error correction code. The performance of the proposed approach have been evaluated in simulated environment that includes realistic indoor fading channel model and IEEE 802.15.4 2.4 GHz modulation format for the network nodes. Based on obtained results, we conclude that the proposed smart error control scheme not only offers better trade-off in terms of packet error rate and energy efficiency as compared to static FEC codes and IEEE802.15.4 ARQ (Automatic Repeat-reQuest) mechanism, but also achieves increased stability of WNCS.

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Literatur
1.
Zurück zum Zitat Al-Jazzar, J. S., & Caffery, J. (2005). New algorithms for NLOS identification. In Proceedings of IST mobile & wireless commun. Summit 2005, June 19–22, Dresden, Germany. Al-Jazzar, J. S., & Caffery, J. (2005). New algorithms for NLOS identification. In Proceedings of IST mobile & wireless commun. Summit 2005, June 19–22, Dresden, Germany.
2.
Zurück zum Zitat Azimi, B., Sexton, D., Liu, P., & Mahony, M. (2006). Interference effect on IEEE802.15.4 performance. In Proceedings of the 3rd int. conference on networked sensing systems, May 31–June 2, Chicago. Azimi, B., Sexton, D., Liu, P., & Mahony, M. (2006). Interference effect on IEEE802.15.4 performance. In Proceedings of the 3rd int. conference on networked sensing systems, May 31–June 2, Chicago.
3.
Zurück zum Zitat Bai, J., Eyisi, E., Xue, Y., & Koutsoukos, X. (2010). Dynamic tuning retransmission limit of IEEE 802.11 mac protocol for networked control systems. In Proceedings of CPSCom 2010, 18–20 Dec., Hangzhou, China (pp. 666–671). Bai, J., Eyisi, E., Xue, Y., & Koutsoukos, X. (2010). Dynamic tuning retransmission limit of IEEE 802.11 mac protocol for networked control systems. In Proceedings of CPSCom 2010, 18–20 Dec., Hangzhou, China (pp. 666–671).
4.
Zurück zum Zitat Balakrishnan, G., Yang, M., Jiang, Y., & Kim, Y. (2007). Performance analysis of error control codes for wireless sensor networks. In Proceedings of fourth international conference on information technology (ITNG’07), April 2–4, Las Vegas, Nevada, USA (pp. 2–4). Balakrishnan, G., Yang, M., Jiang, Y., & Kim, Y. (2007). Performance analysis of error control codes for wireless sensor networks. In Proceedings of fourth international conference on information technology (ITNG’07), April 2–4, Las Vegas, Nevada, USA (pp. 2–4).
5.
Zurück zum Zitat Buttazzo, G., Velasco, M., & Mart, P. (2007). Quality-of-control management in overloaded real-time systems. IEEE Transactions on Computers, 56(2), 253–266. CrossRef Buttazzo, G., Velasco, M., & Mart, P. (2007). Quality-of-control management in overloaded real-time systems. IEEE Transactions on Computers, 56(2), 253–266. CrossRef
6.
Zurück zum Zitat Chiasserini, C. F., & Magli, E. (2004). Energy-efficient coding and error control for wireless video-surveillance networks. Telecommunication Systems, 26(2–4), 369–387. CrossRef Chiasserini, C. F., & Magli, E. (2004). Energy-efficient coding and error control for wireless video-surveillance networks. Telecommunication Systems, 26(2–4), 369–387. CrossRef
7.
Zurück zum Zitat Davis, J. A. III., & Nutter, D. W. (2010). Occupancy diversity factors for common university building types. Energy and Buildings, 42(9). Davis, J. A. III., & Nutter, D. W. (2010). Occupancy diversity factors for common university building types. Energy and Buildings, 42(9).
8.
Zurück zum Zitat Desset, C., & Fort, A. (2003). Selection of channel coding for low power wireless systems. In Proceedings of IEEE vehicular technology conference ’03, April 22–24, Jeju, Korea (pp. 22–24). Desset, C., & Fort, A. (2003). Selection of channel coding for low power wireless systems. In Proceedings of IEEE vehicular technology conference ’03, April 22–24, Jeju, Korea (pp. 22–24).
9.
Zurück zum Zitat Dexiao, X., Han, X., Huang, H., & Wang, Z. (2010). Research on robust mean square stability of networked control systems with packet dropout. Journal of Systems Engineering & Electronics, 21(1), 95–101. Dexiao, X., Han, X., Huang, H., & Wang, Z. (2010). Research on robust mean square stability of networked control systems with packet dropout. Journal of Systems Engineering & Electronics, 21(1), 95–101.
10.
Zurück zum Zitat Drew, M., Liu, X., Goldsmith, A., & Hedrick, K. (2005). Networked control system over a wireless LAN. In Proceedings of the 44th IEEE conference on decision & control, & the European control conference, Dec 12–15, Seville, Spain. Drew, M., Liu, X., Goldsmith, A., & Hedrick, K. (2005). Networked control system over a wireless LAN. In Proceedings of the 44th IEEE conference on decision & control, & the European control conference, Dec 12–15, Seville, Spain.
11.
Zurück zum Zitat Hung, C., & Fernandez, B. (1993). Minimizing rules of fuzzy logic system by using a systematic approach. In Proceedings 2nd IEEE international conference on fuzzy systems, 28 March–1 April, San Francisco, CA (pp. 38–44). Hung, C., & Fernandez, B. (1993). Minimizing rules of fuzzy logic system by using a systematic approach. In Proceedings 2nd IEEE international conference on fuzzy systems, 28 March–1 April, San Francisco, CA (pp. 38–44).
12.
Zurück zum Zitat Jakes, W. C. (1974). Microwave mobile communications. New York: Wiley. Jakes, W. C. (1974). Microwave mobile communications. New York: Wiley.
13.
Zurück zum Zitat Jang, J. S., Sun, C. T., & Mizutani, E. (1997). Neuro-fuzzy & soft computing-a computational approach to learning & machine intelligence. Englewood Cliffs: Prentice-Hall. Jang, J. S., Sun, C. T., & Mizutani, E. (1997). Neuro-fuzzy & soft computing-a computational approach to learning & machine intelligence. Englewood Cliffs: Prentice-Hall.
14.
Zurück zum Zitat Khodjaev, J., Park, Y., & Malik, A. S. (2009). Survey of NLOS identification and error mitigation problems in UWB-based positioning algorithms for dense environments. Annals of Telecommunications, 65(5). Khodjaev, J., Park, Y., & Malik, A. S. (2009). Survey of NLOS identification and error mitigation problems in UWB-based positioning algorithms for dense environments. Annals of Telecommunications, 65(5).
15.
Zurück zum Zitat Kleinschmidt, J. H., Borelli, W. C., & Pellenz, M. E. (2009). An energy efficiency model for adaptive and custom error control schemes in Bluetooth sensor networks, AEU—International Journal of Electronics and Communications, 63(3). Kleinschmidt, J. H., Borelli, W. C., & Pellenz, M. E. (2009). An energy efficiency model for adaptive and custom error control schemes in Bluetooth sensor networks, AEU—International Journal of Electronics and Communications, 63(3).
16.
Zurück zum Zitat Klepal, M., Mathur, R., McGibney, A., & Pesch, D. (2004). Influence of people shadowing on optimal deployment of WLAN access points. In Proceedings of IEEE VTC04, Sept. 2004, Los Angeles, USA (Vol. 6, pp. 4516–4520). Klepal, M., Mathur, R., McGibney, A., & Pesch, D. (2004). Influence of people shadowing on optimal deployment of WLAN access points. In Proceedings of IEEE VTC04, Sept. 2004, Los Angeles, USA (Vol. 6, pp. 4516–4520).
17.
Zurück zum Zitat Krone, A., & Taeger, H. (2001). Data-based fuzzy rule test for fuzzy modelling. Fuzzy Sets and Systems, 123(3), 343–358. CrossRef Krone, A., & Taeger, H. (2001). Data-based fuzzy rule test for fuzzy modelling. Fuzzy Sets and Systems, 123(3), 343–358. CrossRef
18.
Zurück zum Zitat Lal, D., Manjeshwar, A., Herrmann, F., Uysal-Biyikoglu, E., & Keshavarzian, A. (2003). Measurement and characterization of link quality metrics in energy constrained wireless sensor networks. In Proceedings of IEEE global telecom. conference, Dec 1–5, San Francisco. Lal, D., Manjeshwar, A., Herrmann, F., Uysal-Biyikoglu, E., & Keshavarzian, A. (2003). Measurement and characterization of link quality metrics in energy constrained wireless sensor networks. In Proceedings of IEEE global telecom. conference, Dec 1–5, San Francisco.
19.
Zurück zum Zitat Leonhard, W. (2001). Control of electrical drives (3rd ed.). Berlin: Springer. CrossRef Leonhard, W. (2001). Control of electrical drives (3rd ed.). Berlin: Springer. CrossRef
20.
Zurück zum Zitat Liu, X., & Goldsmith, A. (2003). Wireless communication tradeoffs in distributed control. In Proceedings of 42nd IEEE conf. on decision and control, Dec., Maui, Hawaii, USA (pp. 688–694). Liu, X., & Goldsmith, A. (2003). Wireless communication tradeoffs in distributed control. In Proceedings of 42nd IEEE conf. on decision and control, Dec., Maui, Hawaii, USA (pp. 688–694).
21.
Zurück zum Zitat Lutz, E., Cygan, D., Dippold, M., Dolainsky, F., & Papke, W. (1991). The land mobile satellite communication channel—recording, statistics, and channel model. IEEE Transactions on Vehicular Technology, 40(2), 375–386. CrossRef Lutz, E., Cygan, D., Dippold, M., Dolainsky, F., & Papke, W. (1991). The land mobile satellite communication channel—recording, statistics, and channel model. IEEE Transactions on Vehicular Technology, 40(2), 375–386. CrossRef
22.
Zurück zum Zitat Mahdavi, A., & Proglhof, C. (2009). Toward empirically-based models of people’s presence and actions in buildings. In Proceedings of building simulation 09, July 27–31, Glasgow, Scotland (pp. 27–31). Mahdavi, A., & Proglhof, C. (2009). Toward empirically-based models of people’s presence and actions in buildings. In Proceedings of building simulation 09, July 27–31, Glasgow, Scotland (pp. 27–31).
23.
Zurück zum Zitat Munir, S., Lin, S., Hoque, E., Shahriar Nirjon, S. M., Stankovic, J. A., & Whitehouse, K. (2010). Addressing burstiness for reliable communication and latency bound generation in wireless sensor networks. In IPSN’10, April 12–16, Stockholm, Sweden (pp. 12–16). Munir, S., Lin, S., Hoque, E., Shahriar Nirjon, S. M., Stankovic, J. A., & Whitehouse, K. (2010). Addressing burstiness for reliable communication and latency bound generation in wireless sensor networks. In IPSN’10, April 12–16, Stockholm, Sweden (pp. 12–16).
24.
Zurück zum Zitat Pellenz, M. E., Souza, R. D., & Fonseca, M. S. P. (2009). Error control coding in wireless sensor networks. Telecommunication Systems, 44, 61–68. CrossRef Pellenz, M. E., Souza, R. D., & Fonseca, M. S. P. (2009). Error control coding in wireless sensor networks. Telecommunication Systems, 44, 61–68. CrossRef
25.
Zurück zum Zitat Punnoose, R. J., Nikitin, P. V., & Stancil, D. D. (2000). Efficient simulation of Ricean fading within a packet simulator. In Proceedings of IEEE VTC’00, Sep., Boston, Mass, USA (Vol. 2, pp. 764–767). Punnoose, R. J., Nikitin, P. V., & Stancil, D. D. (2000). Efficient simulation of Ricean fading within a packet simulator. In Proceedings of IEEE VTC’00, Sep., Boston, Mass, USA (Vol. 2, pp. 764–767).
26.
Zurück zum Zitat Sankarasubramaniam, Y., Akyildiz, I. F., & McLaughlin, S. W. (2003). Energy efficiency based packet size optimization in wireless sensor networks. In Proceedings of IEEE int. workshop on sensor network protocols and applications, May 11, Anchorage, Alaska. Sankarasubramaniam, Y., Akyildiz, I. F., & McLaughlin, S. W. (2003). Energy efficiency based packet size optimization in wireless sensor networks. In Proceedings of IEEE int. workshop on sensor network protocols and applications, May 11, Anchorage, Alaska.
27.
Zurück zum Zitat Shi, Y., & Yu, B. (2009). Output feedback stabilization of networked control systems with random delays modeled by Markov chains. IEEE Transactions on Automatic Control, 54(7), 1668–1674. CrossRef Shi, Y., & Yu, B. (2009). Output feedback stabilization of networked control systems with random delays modeled by Markov chains. IEEE Transactions on Automatic Control, 54(7), 1668–1674. CrossRef
28.
Zurück zum Zitat Singh, J., & Pesch, D. (2011). Application of energy efficient soft decision error control in wireless sensor networks. Telecommunication Systems. doi:10.1007/s11235-011-9588-z. Pp. 1–11. Singh, J., & Pesch, D. (2011). Application of energy efficient soft decision error control in wireless sensor networks. Telecommunication Systems. doi:10.​1007/​s11235-011-9588-z. Pp. 1–11.
29.
Zurück zum Zitat Srinivasan, K., Dutta, P., Tavakoli, A., & Levis, P. (2010). An empirical study of low-power wireless. ACM Transactions on Sensor Networks, 6(2), 1–49. CrossRef Srinivasan, K., Dutta, P., Tavakoli, A., & Levis, P. (2010). An empirical study of low-power wireless. ACM Transactions on Sensor Networks, 6(2), 1–49. CrossRef
30.
Zurück zum Zitat Swyt, D. A. (2007). An assessment of the United States measurement system: addressing measurement barriers to accelerate innovation. In 2007 NIST special publication 1048 (pp. 1–22). Swyt, D. A. (2007). An assessment of the United States measurement system: addressing measurement barriers to accelerate innovation. In 2007 NIST special publication 1048 (pp. 1–22).
31.
Zurück zum Zitat Vuran, M. C., & Akyildiz, I. F. (2009). Error control in wireless sensor networks: a cross layer analysis. IEEE/ACM Transactions on Networking, 17(4), 1186–1199. CrossRef Vuran, M. C., & Akyildiz, I. F. (2009). Error control in wireless sensor networks: a cross layer analysis. IEEE/ACM Transactions on Networking, 17(4), 1186–1199. CrossRef
32.
Zurück zum Zitat Wireless Medium Access Control (MAC) & Physical Layer (PHY) Specifications for Low-Rate Wireless Personal Area Networks (WPANs), IEEE Std. 802.15.4, September 2006. Wireless Medium Access Control (MAC) & Physical Layer (PHY) Specifications for Low-Rate Wireless Personal Area Networks (WPANs), IEEE Std. 802.15.4, September 2006.
33.
Zurück zum Zitat Witrant, E., Park, P. G., Johansson, M., Fischione, C., & Johansson, K. H. (2007). Predictive control over wireless multi-hop networks. In Proceedings of 6th IEEE int. conf. control appl, Singapore (pp. 1037–1042). Witrant, E., Park, P. G., Johansson, M., Fischione, C., & Johansson, K. H. (2007). Predictive control over wireless multi-hop networks. In Proceedings of 6th IEEE int. conf. control appl, Singapore (pp. 1037–1042).
34.
Zurück zum Zitat Wu, K., Tan, H., Ngan, H.-L., & Ni, L. M. (2010). Chip error pattern analysis in IEEE 802.15.4. In Proceedings of IEEE INFOCOM 2010, March 15–19, San Diego, US, CA. Wu, K., Tan, H., Ngan, H.-L., & Ni, L. M. (2010). Chip error pattern analysis in IEEE 802.15.4. In Proceedings of IEEE INFOCOM 2010, March 15–19, San Diego, US, CA.
35.
Zurück zum Zitat Xia, F., Ma, L., Dong, J., & Sun, Y. (2008). Network QoS management in cyber-physical systems. In Proceedings of IEEE int. conf. on embedded software & systems (ICESS), July, Chengdu, China (pp. 302–307). Xia, F., Ma, L., Dong, J., & Sun, Y. (2008). Network QoS management in cyber-physical systems. In Proceedings of IEEE int. conf. on embedded software & systems (ICESS), July, Chengdu, China (pp. 302–307).
36.
Zurück zum Zitat Yang, L., Guan, X. P., Long, C. N., & Luo, X. Y. (2008). Feedback stabilization over wireless network using adaptive coded modulation. International Journal of Automation and Computing, 5(4), 381–388. CrossRef Yang, L., Guan, X. P., Long, C. N., & Luo, X. Y. (2008). Feedback stabilization over wireless network using adaptive coded modulation. International Journal of Automation and Computing, 5(4), 381–388. CrossRef
37.
Zurück zum Zitat Zhang, W., Branicky, M. S., & Phillips, S. M. (2001). Stability of networked control systems. IEEE Control Systems Magazine, 21(1), 84–99. CrossRef Zhang, W., Branicky, M. S., & Phillips, S. M. (2001). Stability of networked control systems. IEEE Control Systems Magazine, 21(1), 84–99. CrossRef
38.
Zurück zum Zitat Zhen, T., & Yang, D. F. (2008). Energy efficiency analysis of error control schemes in wireless sensor networks. In Proceedings of IWCMC, August, Crete, Greece (pp. 401–405). Zhen, T., & Yang, D. F. (2008). Energy efficiency analysis of error control schemes in wireless sensor networks. In Proceedings of IWCMC, August, Crete, Greece (pp. 401–405).
Metadaten
Titel
Smart error-control strategy for low-power communication in wireless networked control system
verfasst von
Jasvinder Singh
Dirk Pesch
Publikationsdatum
01.02.2014
Verlag
Springer US
Erschienen in
Telecommunication Systems / Ausgabe 2/2014
Print ISSN: 1018-4864
Elektronische ISSN: 1572-9451
DOI
https://doi.org/10.1007/s11235-013-9779-x

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