TY - BOOK AU - Reinhardt, Marc AB - A ubiquitous challenge in many technical applications is to estimate an unknown state by means of data that stems from several, often heterogeneous sensor sources. In this book, information is interpreted stochastically, and techniques for the distributed processing of data are derived that minimize the error of estimates about the unknown state. Methods for the reconstruction of dependencies are proposed and novel approaches for the distributed processing of noisy data are developed. DO - 10.5445/KSP/1000045577 ID - OAPEN ID: 34769 KW - Schätztheorie KW - Kalman Filter KW - estimation theory KW - Sensornetze KW - Verteilte SystemsData fusion KW - distributed systems KW - Datenfusion KW - sensor networks KW - Kalman filtering L1 - https://www.ksp.kit.edu/9783731503422 LA - English LK - https://directory.doabooks.org/handle/20.500.12854/51747 PB - KIT Scientific Publishing PY - 2015 SN - 9783731503422 TI - Linear Estimation in Interconnected Sensor Systems with Information Constraintsnull ER -