{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T19:17:15Z","timestamp":1768591035160,"version":"3.49.0"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319115689","type":"print"},{"value":"9783319115696","type":"electronic"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-11569-6_4","type":"book-chapter","created":{"date-parts":[[2014,9,27]],"date-time":"2014-09-27T05:00:33Z","timestamp":1411794033000},"page":"37-51","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Sensor Deployment in Bayesian Compressive Sensing Based Environmental Monitoring"],"prefix":"10.1007","author":[{"given":"Chao","family":"Wu","sequence":"first","affiliation":[]},{"given":"Di","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Shulin","family":"Yan","sequence":"additional","affiliation":[]},{"given":"Yike","family":"Guo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,9,28]]},"reference":[{"key":"4_CR1","doi-asserted-by":"publisher","first-page":"1207","DOI":"10.1002\/cpa.20124","volume":"59","author":"EJ Cand\u00e8s","year":"2006","unstructured":"Cand\u00e8s, E.J., Romberg, J., Tao, T.: Stable signal recovery from incomplete and inaccurate measurements. Comm. Pure Appl. Math. 59, 1207\u20131223 (2006)","journal-title":"Comm. Pure Appl. Math."},{"issue":"4","key":"4_CR2","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","volume":"52","author":"David L Donoho","year":"2006","unstructured":"Donoho, D.L.: Compressed sensing. IEEE Trans. Inf. Theor. 52(4), 1289\u20131306 (2006)","journal-title":"IEEE Trans. Inf. Theor."},{"key":"4_CR3","doi-asserted-by":"crossref","unstructured":"Yan, S., Wu, C., Dai, W., Ghanem, M., Guo, Y.: Environmental monitoring via compressive sensing. In: Proceedings of the SensorKDD\u201912 Sixth International Workshop on Knowledge Discovery from Sensor Data, 12\u201316 August 2012, Beijing, China, pp. 61\u201368 (2012)","DOI":"10.1145\/2350182.2350189"},{"key":"4_CR4","doi-asserted-by":"publisher","first-page":"819","DOI":"10.1093\/biomet\/89.4.819","volume":"89","author":"DJ Nott","year":"2002","unstructured":"Nott, D.J., Dunsmuir, W.T.M.: Estimation of nonstationary spatial covariance structure. Biometrika 89, 819\u2013829 (2002)","journal-title":"Biometrika"},{"key":"4_CR5","first-page":"976","volume":"2007","author":"EJ Cand\u00e8s","year":"2007","unstructured":"Cand\u00e8s, E.J., Braun, N., Wakin, M.B.: Sparse signal and image recovery from compressive samples. ISBI 2007, 976\u2013979 (2007)","journal-title":"ISBI"},{"issue":"4","key":"4_CR6","doi-asserted-by":"publisher","first-page":"1982","DOI":"10.1109\/TIT.2010.2040894","volume":"56","author":"R Baraniuk","year":"2010","unstructured":"Baraniuk, R., Cevher, V., Duarte, M.F., Hegde, C.: Model-based compressive sensing. IEEE Trans. Inf. Theor. 56(4), 1982\u20132001 (2010)","journal-title":"IEEE Trans. Inf. Theor."},{"key":"4_CR7","doi-asserted-by":"crossref","unstructured":"Ingelrest, F., Barrenetxea, G., Schaefer, G., Vetterli, M., Couach, O., Parlange, M.: SensorScope: application-specific sensor network for environmental monitoring. TOSN 6(2) (2010)","DOI":"10.1145\/1689239.1689247"},{"key":"4_CR8","doi-asserted-by":"crossref","unstructured":"Ramakrishnan, N., Bailey-Kellogg, C., Tadepalli, S., Pandey, V.N.: Gaussian processes for active data mining of spatial aggregates. In: SIAM Data Mining (2005)","DOI":"10.1137\/1.9781611972757.38"},{"issue":"4","key":"4_CR9","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/0167-7152(84)90020-8","volume":"2","author":"WF Caselton","year":"1984","unstructured":"Caselton, W.F., Zidek, J.V.: Optimal monitoring network designs. Stat. Probab. Lett. 2(4), 223\u2013227 (1984)","journal-title":"Stat. Probab. Lett."},{"issue":"6","key":"4_CR10","doi-asserted-by":"publisher","first-page":"2346","DOI":"10.1109\/TSP.2007.914345","volume":"56","author":"S Ji","year":"2008","unstructured":"Ji, S., Xue, Y., Carin, L.: Bayesian compressive sensing. IEEE Trans. Signal Process. 56(6), 2346\u20132356 (2008)","journal-title":"IEEE Trans. Signal Process."},{"key":"4_CR11","first-page":"235","volume":"9","author":"A Krause","year":"2008","unstructured":"Krause, A., Singh, A.P., Guestrin, C.: Near-optimal sensor placements in gaussian processes: theory, efficient algorithms and empirical studies. J. Mach. Learn. Res. 9, 235\u2013284 (2008)","journal-title":"J. Mach. Learn. Res."},{"key":"4_CR12","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611","volume-title":"Elements of Information Theory","author":"TM Cover","year":"1991","unstructured":"Cover, T.M., Thomas, J.A.: Elements of Information Theory. Wiley, New York (1991)"},{"key":"4_CR13","first-page":"211","volume":"1","author":"ME Tipping","year":"2001","unstructured":"Tipping, M.E.: Sparse Bayesian learning and the relevance vector machine. J. Mach. Learn. Res. 1, 211\u2013244 (2001)","journal-title":"J. Mach. Learn. Res."},{"key":"4_CR14","unstructured":"Tipping, M.E., Faul, A.C.:\u00a0Fast marginal likelihood maximisation for sparse Bayesian models. In: Bishop, C.M., Frey, B.J. (eds.)\u00a0Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, Key West, FL, 3\u20136 January 2003"},{"key":"4_CR15","volume-title":"Compressed Sensing: Theory and Applications","author":"MA Davenport","year":"2011","unstructured":"Davenport, M.A., Duarte, M.F., Eldar, Y.C., Kutyniok, G.: Introduction to Compressed Sensing. In: Eldar, Y., Kutyniok, G. (eds.) Compressed Sensing: Theory and Applications. Cambridge University Press, Cambridge (2011)"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Mobile and Ubiquitous Systems: Computing, Networking, and Services"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-11569-6_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,20]],"date-time":"2023-02-20T11:51:37Z","timestamp":1676893897000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-11569-6_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319115689","9783319115696"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-11569-6_4","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"value":"1867-8211","type":"print"},{"value":"1867-822X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]},"assertion":[{"value":"28 September 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}