{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,2]],"date-time":"2025-10-02T06:08:37Z","timestamp":1759385317987},"reference-count":46,"publisher":"University of Zielona G\u00f3ra, Poland","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,6,1]]},"abstract":"<jats:title>Distributed scheduling of sensor networks for identification of spatio-temporal processes<\/jats:title><jats:p>An approach to determine a scheduling policy for a sensor network monitoring some spatial domain in order to identify unknown parameters of a distributed system is discussed. Given a finite number of possible sites at which sensors are located, the activation schedule for scanning sensors is provided so as to maximize a criterion defined on the Fisher information matrix associated with the estimated parameters. The related combinatorial problem is relaxed through operating on the density of sensors in lieu of individual sensor positions. Then, based on the adaptation of pairwise communication algorithms and the idea of running consensus, a numerical scheme is developed which distributes the computational burden between the network nodes. As a result, a simple exchange algorithm is outlined to solve the design problem in a decentralized fashion.<\/jats:p>","DOI":"10.2478\/v10006-012-0022-9","type":"journal-article","created":{"date-parts":[[2012,6,29]],"date-time":"2012-06-29T14:49:17Z","timestamp":1340981357000},"page":"299-311","source":"Crossref","is-referenced-by-count":18,"title":["Distributed scheduling of sensor networks for identification of spatio-temporal processes"],"prefix":"10.61822","volume":"22","author":[{"given":"Maciej","family":"Patan","sequence":"first","affiliation":[]}],"member":"37438","reference":[{"key":"1","first-page":"4238","volume-title":"Systems & Control Encyclopedia. Theory, Technology, Applications","volume":"6","author":"M. Amouroux","year":"1988"},{"key":"2","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780199296590.001.0001","volume-title":"Optimum Experimental Design, with SAS","author":"A. Atkinson","year":"2007"},{"issue":"6","key":"3","doi-asserted-by":"crossref","first-page":"2508","DOI":"10.1109\/TIT.2006.874516","article-title":"Randomized gossip algorithms","volume":"52","author":"S. Boyd","year":"2006","journal-title":"IEEE Transactions on Information Theory"},{"issue":"7","key":"4","doi-asserted-by":"crossref","first-page":"3375","DOI":"10.1109\/TSP.2008.917855","article-title":"Enforcing consensus while monitoring the environment in wireless sensor network","volume":"56","author":"P. Braca","year":"2008","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"4-5","key":"5","doi-asserted-by":"crossref","first-page":"436","DOI":"10.3166\/ejc.11.436-463","article-title":"Sensor networks and cooperative control","volume":"11","author":"C. Cassandras","year":"2005","journal-title":"European Journal of Control"},{"key":"6","unstructured":"COMSOL AB (2007). <i>COMSOLMultiphysics Modelling Guide, ver. 3.4.<\/i>"},{"key":"7","article-title":"Activation policy of smart controllers for flexible structures with multiple actuator\/sensor pairs","author":"M. Demetriou","year":"2000"},{"issue":"1","key":"8","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1137\/060677884","article-title":"Estimation of spatially distributed processes using mobile spatially distributed sensor network","volume":"48","author":"M. Demetriou","year":"2009","journal-title":"SIAM Journal on Control and Optimization"},{"key":"9","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-0703-0","volume-title":"Model-Oriented Design of Experiments","volume":"125","author":"V. Fedorov","year":"1997"},{"issue":"5","key":"10","doi-asserted-by":"crossref","first-page":"1295","DOI":"10.1109\/78.839977","article-title":"Landmine detection and localization using chemical sensor array processing","volume":"48","author":"A. Jeremi\u0107","year":"2000","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"2","key":"11","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1109\/TSP.2008.2007095","article-title":"Sensor selection via convex optimization","volume":"57","author":"S. Joshi","year":"2009","journal-title":"IEEE Transactions on Signal Processing"},{"key":"12","first-page":"482","article-title":"Gossip-based computation of aggregate information","author":"D. Kempe","year":"2003"},{"issue":"2","key":"13","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/0005-1098(85)90107-4","article-title":"Sensors and controllers location in distributed systems\u2014A survey","volume":"21","author":"C. Kubrusly","year":"1985","journal-title":"Automatica"},{"issue":"4","key":"14","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1016\/j.automatica.2005.12.018","article-title":"Optimal sensor placement and motion coordination for target tracking","volume":"42","author":"S. Mart\u00ednez","year":"2006","journal-title":"Automatica"},{"key":"15","volume-title":"Collecting Spatial Data: Optimum Design of Experiments for Random Fields","author":"W. M\u00fcller","year":"2007"},{"issue":"1","key":"16","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1109\/78.365304","article-title":"Detection and localization of vapor-emitting sources","volume":"43","author":"A. Nehorai","year":"1995","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"8","key":"17","doi-asserted-by":"crossref","first-page":"1292","DOI":"10.1109\/TAC.2004.832203","article-title":"Cooperative control of mobile sensor networks: Adaptive gradient climbing in a distributed environment","volume":"49","author":"P. \u00d6gren","year":"2004","journal-title":"IEEE Transactions on Automatic Control"},{"key":"18","volume-title":"Optimal Observation Strategies for Parameter Estimation of Distributed Systems","author":"M. Patan","year":"2004"},{"issue":"11","key":"19","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1080\/00207720600825560","article-title":"Optimal activation policies for continous scanning observations in parameter estimation of distributed systems","volume":"37","author":"M. Patan","year":"2006","journal-title":"International Journal of Systems Science"},{"key":"20","doi-asserted-by":"crossref","first-page":"833","DOI":"10.1007\/978-3-540-85451-7_88","volume-title":"Euro-Par 2008: Parallel Processing","volume":"5168","author":"M. Patan","year":"2008"},{"key":"21","first-page":"210","article-title":"Decentralized mobile sensor routing for parameter estimation of distributed systems","author":"M. Patan","year":"2009a"},{"key":"22","first-page":"4871","article-title":"Distributed configuration of sensor networks for parameter estimation in spatio-temporal systems","author":"M. Patan","year":"2009b"},{"key":"23","doi-asserted-by":"crossref","DOI":"10.3182\/20080706-5-KR-1001.01314","article-title":"Resource-constrained sensor routing for parameter estimation of distributed systems","author":"M. Patan","year":"2008"},{"issue":"18","key":"24","doi-asserted-by":"crossref","first-page":"1497","DOI":"10.1080\/00207170500366077","article-title":"Optimal observation strategies for model-based fault detection in distributed systems","volume":"78","author":"M. Patan","year":"2005","journal-title":"International Journal of Control"},{"key":"25","doi-asserted-by":"crossref","DOI":"10.3182\/20050703-6-CZ-1902.01837","article-title":"Optimal activation strategy of discrete scanning sensors for fault detection in distributed-parameter systems","author":"M. Patan","year":"2005"},{"issue":"4","key":"26","doi-asserted-by":"publisher","first-page":"513","DOI":"10.2478\/v10006-008-0045-4","article-title":"Configuring a sensor network for fault detection in distributed parameter systems","volume":"18","author":"M. Patan","year":"2008","journal-title":"International Journal of Applied Mathematics and Computer Science"},{"key":"27","first-page":"148","article-title":"Sensor scheduling with selection of input experimental conditions for identification of distributed systems","author":"M. Patan","year":"2010a"},{"key":"28","first-page":"7","article-title":"Time-constrained sensor scheduling for parameter estimation of distributed systems","author":"M. Patan","year":"2010b"},{"issue":"11","key":"29","doi-asserted-by":"crossref","first-page":"1553","DOI":"10.1016\/0967-0661(96)00169-4","article-title":"Practical issues in distributed parameter estimation: Gradient computation and optimal experiment design","volume":"4","author":"N. Point","year":"1996","journal-title":"Control Engineering Practice"},{"issue":"4","key":"30","doi-asserted-by":"crossref","first-page":"1018","DOI":"10.1109\/78.492560","article-title":"Localizing vapor-emitting sources by moving sensors","volume":"44","author":"B. Porat","year":"1996","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"1","key":"31","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1080\/00207178008961025","article-title":"Optimum experimental design for identification of distributed parameter systems","volume":"31","author":"Z. Quereshi","year":"1980","journal-title":"International Journal of Control"},{"issue":"7","key":"32","doi-asserted-by":"crossref","first-page":"806","DOI":"10.1109\/TAC.1983.1103309","article-title":"Optimal experiment design for identification of linear distributed-parameter systems: Frequency domain approach","volume":"28","author":"E. Rafaj\u0142owicz","year":"1983","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"5","key":"33","doi-asserted-by":"crossref","first-page":"1441","DOI":"10.1080\/00207178608933550","article-title":"Optimum choice of moving sensor trajectories for distributed parameter system identification","volume":"43","author":"E. Rafaj\u0142owicz","year":"1986","journal-title":"International Journal of Control"},{"key":"34","volume-title":"Measure Theory and Integration","author":"M. Rao","year":"1987"},{"key":"35","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-84882-656-4","volume-title":"Optimal Observation for Cyber-physical Systems: A Fisher-Information-Matrix-Based Approach","author":"Z. Song","year":"2009"},{"key":"36","volume-title":"Inverse Problems in Groundwater Modeling","author":"N.-Z. Sun","year":"1994"},{"issue":"2","key":"37","first-page":"357","article-title":"Optimal selection of measurement locations for parameter estimation in distributed processes","volume":"10","author":"D. Uci\u0144ski","year":"2000a","journal-title":"International Journal of Applied Mathematics and Computer Science"},{"issue":"13","key":"38","doi-asserted-by":"crossref","first-page":"1235","DOI":"10.1080\/002071700417876","article-title":"Optimal sensor location for parameter estimation of distributed processes","volume":"73","author":"D. Uci\u0144ski","year":"2000b","journal-title":"International Journal of Control"},{"key":"39","volume-title":"Optimal Measurement Methods for Distributed-Parameter System Identification","author":"D. Uci\u0144ski","year":"2005"},{"key":"40","article-title":"Time-optimal path planning of moving sensors for parameter estimation of distributed systems","author":"D. Uci\u0144ski","year":"2005"},{"key":"41","article-title":"An approach to the optimal scanning measurement problem using optimum experimental design","author":"D. Uci\u0144ski","year":"2004"},{"key":"42","doi-asserted-by":"crossref","DOI":"10.3182\/20020721-6-ES-1901.00459","article-title":"Optimal location of discrete scanning sensors for parameter estimation of distributed systems","author":"D. Uci\u0144ski","year":"2002"},{"issue":"2","key":"43","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1007\/s10898-007-9139-z","article-title":"D-optimal design of a monitoring network for parameter estimation of distributed systems","volume":"39","author":"D. Uci\u0144ski","year":"2007","journal-title":"Journal of Global Optimization"},{"issue":"3","key":"44","doi-asserted-by":"publisher","first-page":"459","DOI":"10.2478\/v10006-010-0034-2","article-title":"Sensor network design for the estimation on spatially distributed processes","volume":"20","author":"D. Uci\u0144ski","year":"2010","journal-title":"International Journal of Applied Mathematics and Computer Science"},{"issue":"4","key":"45","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1016\/S0005-1098(00)00181-3","article-title":"A review of methods for input\/output selection","volume":"37","author":"M. van de Wal","year":"2001","journal-title":"Automatica"},{"issue":"1","key":"46","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.sysconle.2004.02.022","article-title":"Fast linear iterations for distributed averaging","volume":"53","author":"L. Xiao","year":"2004","journal-title":"Systems and Control Letters"}],"container-title":["International Journal of Applied Mathematics and Computer Science"],"original-title":[],"link":[{"URL":"http:\/\/content.sciendo.com\/view\/journals\/amcs\/22\/2\/article-p299.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/view\/j\/amcs.2012.22.issue-2\/v10006-012-0022-9\/v10006-012-0022-9.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,26]],"date-time":"2024-04-26T07:17:47Z","timestamp":1714115867000},"score":1,"resource":{"primary":{"URL":"https:\/\/content.sciendo.com\/doi\/10.2478\/v10006-012-0022-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,6,1]]},"references-count":46,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.2478\/v10006-012-0022-9","relation":{},"ISSN":["1641-876X"],"issn-type":[{"value":"1641-876X","type":"print"}],"subject":[],"published":{"date-parts":[[2012,6,1]]}}}