02763nam 2200589Ia 450 991029946150332120200520144314.01-4614-4544-210.1007/978-1-4614-4544-9(CKB)2670000000420517(EBL)1398398(OCoLC)858763622(SSID)ssj0000987957(PQKBManifestationID)11544496(PQKBTitleCode)TC0000987957(PQKBWorkID)10946860(PQKB)10250193(MiAaPQ)EBC1398398(DE-He213)978-1-4614-4544-9(PPN)172418453(EXLCZ)99267000000042051720130817d2013 uy 0engur|n|---|||||txtccrCognitive networked sensing and big data /Robert Qiu, Michael WicksDordrecht ;New York Springer20131 online resource (633 p.)Description based upon print version of record.1-4614-4543-4 Includes bibliographical references and index.Fundamentals for Cognitive Radios -- Synchronization -- Network Control -- Concentration of Eigenvalues and their Functionals -- Non-Asymptotic, Local Theory of Random Matrices -- Asymptotic, Global Theory of Random Matrices -- Compressed Sensing and Sparse Recovery -- Matrix Completion and Low-Rank Matrix Recovery -- Covariance Matrix Estimation in High Dimensions -- Detection in High Dimensions -- Database Friendly Data Processing -- From Network to Big Data.Cognitive Networked Sensing and Big Data defines high-dimensional data processing in the context of wireless distributed computing and cognitive sensing. This book presents the challenges that are unique to this area such as synchronization caused by the high mobility of the nodes. The authors discuss the integration of software defined radio implementation and testbed development. The book also bridges new research results and contextual reviews. Additionally, the authors provide an examination of large cognitive radio network; hardware testbed; distributed sensing; and distributed computing.Sensor networksProgrammingWireless communication systemsSensor networksProgramming.Wireless communication systems.004.6620621.382621.384Qiu Robert1751554Wicks Michael925425MiAaPQMiAaPQMiAaPQBOOK9910299461503321Cognitive networked sensing and big data4186551UNINA