Title :
Information Coupling in Cooperative Localization
Author :
Mazuelas, Santiago ; Shen, Yuan ; Win, Moe Z.
Author_Institution :
Lab. for Inf. & Decision Syst. (LIDS), Massachusetts Inst. of Technol., Cambridge, MA, USA
fDate :
7/1/2011 12:00:00 AM
Abstract :
Cooperative network localization with high-accuracy and environment-independent reliability will enable a myriad of important applications. However, distributed implementations of cooperative algorithms currently do not account for the correlation of inferred nodes´ positions. This letter investigates such correlation in cooperative localization in terms of Fisher information, leading to the concept of information coupling. To characterize its behavior, we focus on the simplest non-trivial case and derive the expressions for information coupling.
Keywords :
cooperative communication; telecommunication network reliability; Fisher information; cooperative algorithms; cooperative localization; cooperative network localization; distributed implementations; environment-independent reliability; inferred nodes positions; information coupling; nontrivial case; Correlation; Couplings; Distance measurement; Inference algorithms; Uncertainty; Wideband; Wireless sensor networks; Cooperative localization; information coupling; information inequality; ranging information;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2011.060111.110402