{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:14:12Z","timestamp":1750306452554,"version":"3.41.0"},"reference-count":10,"publisher":"Association for Computing Machinery (ACM)","issue":"3","license":[{"start":{"date-parts":[[2015,8,17]],"date-time":"2015-08-17T00:00:00Z","timestamp":1439769600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGBED Rev."],"published-print":{"date-parts":[[2015,8,17]]},"abstract":"<jats:p>The concept of an adaptive acquisition of environment data in distributed scenarios promises a number of benefits. If an application aggregates and uses all available sensing information in an intelligent environment it may provide a higher precision and an increased fault-tolerance. Unfortunately, the application developer has to cope with a number of additional challenges compared to static sensor evaluation. It is not possible to generate an optimized sensor application schedule for a dynamic system at design-time. Due to the adaptive selection process, this has to be executed at runtime. In this paper we propose a general approach for this problem based on a two-level analysis. The first level compares sensor parameter sets (periods, offsets, delays) and application requirements (number of measurements, quality) based on a worst\/best case analysis. If a more precise evaluation is necessary, the second level needs to be started. This one considers additional, situation-specific properties like phase shift of sensor periods, communication delays and jitter. At the end, it provides an online optimization of common goals e.g., minimization of the age of data and a constant number of input counts.<\/jats:p>","DOI":"10.1145\/2815482.2815484","type":"journal-article","created":{"date-parts":[[2015,8,24]],"date-time":"2015-08-24T14:08:55Z","timestamp":1440425335000},"page":"14-18","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Adaptive environment perception in cyber-physical systems"],"prefix":"10.1145","volume":"12","author":[{"given":"Sebastian","family":"Zug","sequence":"first","affiliation":[{"name":"Otto-von-Guericke Universit\u00e4t Magdeburg, Magdeburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andr\u00e9","family":"Dietrich","sequence":"additional","affiliation":[{"name":"Otto-von-Guericke Universit\u00e4t Magdeburg, Magdeburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christoph","family":"Steup","sequence":"additional","affiliation":[{"name":"Otto-von-Guericke Universit\u00e4t Magdeburg, Magdeburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J\u00f6rg","family":"Kaiser","sequence":"additional","affiliation":[{"name":"Otto-von-Guericke Universit\u00e4t Magdeburg, Magdeburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2015,8,17]]},"reference":[{"key":"e_1_2_1_1_1","first-page":"1","volume-title":"2011 International Conference on, IEEE","author":"Shi J.","year":"2011","unstructured":"J. Shi , J. Wan , H. Yan , and H. Suo , \" A Survey of Cyber-Physical Systems,\" in Wireless Communications and Signal Processing (WCSP) , 2011 International Conference on, IEEE , 2011 , pp. 1 -- 6 . J. Shi, J. Wan, H. Yan, and H. Suo, \"A Survey of Cyber-Physical Systems,\" in Wireless Communications and Signal Processing (WCSP), 2011 International Conference on, IEEE, 2011, pp. 1--6."},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.05.010"},{"key":"e_1_2_1_3_1","volume-title":"Bilbao","author":"Zug S.","year":"2010","unstructured":"S. Zug , M. Schulze , A. Dietrich , and J. Kaiser , \" Programming abstractions and middleware for building control systems as networks of smart sensors and actuators,\" in Proc. of Emerging Technologies in Factory Automation (ETFA 2010) , Bilbao , Spain , Sep. 2010 . S. Zug, M. Schulze, A. Dietrich, and J. Kaiser, \"Programming abstractions and middleware for building control systems as networks of smart sensors and actuators,\" in Proc. of Emerging Technologies in Factory Automation (ETFA 2010), Bilbao, Spain, Sep. 2010."},{"key":"e_1_2_1_4_1","volume-title":"17th IEEE Instrumentation and Measurement Technology Conference IMTC 2000","volume":"2","author":"Lee K.","year":"2000","unstructured":"K. Lee , \" IEEE 1451 : A standard in support of smart transducer networking,\" in Proc . 17th IEEE Instrumentation and Measurement Technology Conference IMTC 2000 , vol. 2 , 2000 , 525--528 vol. 2. K. Lee, \"IEEE 1451: A standard in support of smart transducer networking,\" in Proc. 17th IEEE Instrumentation and Measurement Technology Conference IMTC 2000, vol. 2, 2000, 525--528 vol. 2."},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-30368-5"},{"key":"e_1_2_1_6_1","first-page":"29","volume-title":"Proceedings of the 11th Euromicro Conference on, IEEE","author":"Shin K. G.","year":"1999","unstructured":"K. G. Shin and C. L. Meissner , \" Adaptation and graceful degradation of control system performance by task reallocation and period adjustment,\" in Real-Time Systems, 1999 . Proceedings of the 11th Euromicro Conference on, IEEE , 1999 , pp. 29 -- 36 . K. G. Shin and C. L. Meissner, \"Adaptation and graceful degradation of control system performance by task reallocation and period adjustment,\" in Real-Time Systems, 1999. Proceedings of the 11th Euromicro Conference on, IEEE, 1999, pp. 29--36."},{"key":"e_1_2_1_7_1","first-page":"55","volume-title":"2012 IEEE International Symposium on, IEEE","author":"Ulbrich P.","year":"2012","unstructured":"P. Ulbrich , F. Franzmann , C. Harkort , M. Hoffmann , T. Klaus , A. Rebhan , and W Schroder-Preikschat , \"Taking control : modular and adaptive robotics process control systems,\" in Robotic and Sensors Environments (ROSE) , 2012 IEEE International Symposium on, IEEE , 2012 , pp. 55 -- 60 . P. Ulbrich, F. Franzmann, C. Harkort, M. Hoffmann, T. Klaus, A. Rebhan, and W Schroder-Preikschat, \"Taking control: modular and adaptive robotics process control systems,\" in Robotic and Sensors Environments (ROSE), 2012 IEEE International Symposium on, IEEE, 2012, pp. 55--60."},{"key":"e_1_2_1_8_1","volume-title":"Multisensor Data Fusion","author":"L.","year":"1990","unstructured":"Edward L. Waltz and James Llinas , Multisensor Data Fusion . Artech House, Inc. , 1990 , Available on http:\/\/portal.acm.org\/citation.cfm?id=575126. Edward L. Waltz and James Llinas, Multisensor Data Fusion. Artech House, Inc., 1990, Available on http:\/\/portal.acm.org\/citation.cfm?id=575126."},{"key":"e_1_2_1_9_1","first-page":"246","volume-title":"IARIA","author":"Steup C.","year":"2014","unstructured":"C. Steup , S. Zug , J. Kaiser , and A. Breuhan , \" Uncertainty Aware Hybrid Clock Synchronisation in Wireless Sensor Networks,\" in The 8th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM) , IARIA , Rome, Italy , Aug. 29, 2014 , pp. 246 -- 251 . C. Steup, S. Zug, J. Kaiser, and A. Breuhan, \"Uncertainty Aware Hybrid Clock Synchronisation in Wireless Sensor Networks,\" in The 8th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM), IARIA, Rome, Italy, Aug. 29, 2014, pp. 246--251."},{"key":"e_1_2_1_10_1","first-page":"130","volume-title":"2013 IEEE International Symposium on","author":"Zug S.","year":"2013","unstructured":"S. Zug , A. Dietrich , C. Steup , T. Brade , and T. Petig , \" Phase optimization for control\/fusion applications in dynamically composed sensor networks,\" in Robotic and Sensors Environments (ROSE) , 2013 IEEE International Symposium on , 2013 , pp. 130 -- 135 . S. Zug, A. Dietrich, C. Steup, T. Brade, and T. Petig, \"Phase optimization for control\/fusion applications in dynamically composed sensor networks,\" in Robotic and Sensors Environments (ROSE), 2013 IEEE International Symposium on, 2013, pp. 130--135."}],"container-title":["ACM SIGBED Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2815482.2815484","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2815482.2815484","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T05:43:13Z","timestamp":1750225393000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2815482.2815484"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8,17]]},"references-count":10,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2015,8,17]]}},"alternative-id":["10.1145\/2815482.2815484"],"URL":"https:\/\/doi.org\/10.1145\/2815482.2815484","relation":{},"ISSN":["1551-3688"],"issn-type":[{"type":"electronic","value":"1551-3688"}],"subject":[],"published":{"date-parts":[[2015,8,17]]},"assertion":[{"value":"2015-08-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}