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The proposed distributed least-squares algorithm can handle the directed communication network by explicitly estimating the left eigenvector corresponding to the largest eigenvalue of the sensing\/communication matrix. The convergence of the proposed algorithm is analyzed, and simulation results are provided to further illustrate its effectiveness.<\/jats:p>","DOI":"10.4018\/ijhcr.2017070102","type":"journal-article","created":{"date-parts":[[2017,12,26]],"date-time":"2017-12-26T10:46:02Z","timestamp":1514285162000},"page":"15-36","source":"Crossref","is-referenced-by-count":2,"title":["A Distributed Least-Squares Algorithm in Wireless Sensor Networks With Unknown and Limited Communications"],"prefix":"10.4018","volume":"8","author":[{"given":"Jing","family":"Wang","sequence":"first","affiliation":[{"name":"Bradley University, Peoria, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"In Soo","family":"Ahn","sequence":"additional","affiliation":[{"name":"Bradley University, Peoria, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yufeng","family":"Lu","sequence":"additional","affiliation":[{"name":"Bradley University, Peoria, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tianyu","family":"Yang","sequence":"additional","affiliation":[{"name":"Embry-Riddle Aeronautical University, Daytona Beach, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gennady","family":"Staskevich","sequence":"additional","affiliation":[{"name":"Air Force Research Laboratory, Utica, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"IJHCR.2017070102-0","doi-asserted-by":"publisher","DOI":"10.1007\/s12555-015-0275-9"},{"key":"IJHCR.2017070102-1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24729-8"},{"key":"IJHCR.2017070102-2","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2006.377078"},{"key":"IJHCR.2017070102-3","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.2007111"},{"key":"IJHCR.2017070102-4","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.927480"},{"key":"IJHCR.2017070102-5","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-5574-4"},{"key":"IJHCR.2017070102-6","doi-asserted-by":"publisher","DOI":"10.1007\/s12555-015-0103-2"},{"key":"IJHCR.2017070102-7","doi-asserted-by":"publisher","DOI":"10.1002\/rnc.3187"},{"key":"IJHCR.2017070102-8","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2004.825639"},{"key":"IJHCR.2017070102-9","doi-asserted-by":"publisher","DOI":"10.1137\/050626405"},{"key":"IJHCR.2017070102-10","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2008.921567"},{"key":"IJHCR.2017070102-11","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2004.841888"},{"key":"IJHCR.2017070102-12","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2012.06.031"},{"key":"IJHCR.2017070102-13","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2005.1583486"},{"key":"IJHCR.2017070102-14","article-title":"Distributed kalman filtering for sensor networks.","author":"R.Olfati-Saber","journal-title":"46th IEEE Conf. on Decision and Control"},{"key":"IJHCR.2017070102-15","author":"Z.Qu","year":"2009","journal-title":"Cooperative Control of Dynamical Systems"},{"key":"IJHCR.2017070102-16","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.920232"},{"key":"IJHCR.2017070102-17","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2006.887293"},{"key":"IJHCR.2017070102-18","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2004.834113"},{"key":"IJHCR.2017070102-19","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.924857"},{"key":"IJHCR.2017070102-20","unstructured":"Spanos, D. 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