Title :
A Joint Positioning and Communication Paradigm Using Relay Nodes as Anchors
Author :
Perez-Ramirez, Javier ; Borah, Deva K. ; Voelz, D.
Author_Institution :
Klipsch Sch. of Electr. & Comput. Eng., New Mexico State Univ., Las Cruces, NM, USA
Abstract :
Dual-role nodes that can work both as relays and also as anchors for joint communication and source localization are proposed. Selection and power allocation of a few dual-role nodes in the presence of many nodes in the network are considered. A novel approach is proposed that relies on maximizing the signal-to-noise ratio (SNR) at the destination node under a source localization constraint. Bounds on the number of nodes needed to achieve a certain localization performance, a concave bound on SNR at the destination node and a practical algorithm to select the dual-role nodes are presented. To estimate the source location using non- line-of-sight range measurements, a new algorithm using semi- definite programing with relaxation followed by majorization- minimization is presented. The results demonstrate excellent promise for obtaining joint improved bit error rate and mean- squared error localization performance by selecting nodes based on combined SNR and localization constraint.
Keywords :
radio networks; SNR; anchors; bit error rate; dual-role nodes; joint positioning-communication paradigm; localization constraint; localization performance; majorization-minimization; mean-squared error localization performance; non-line-of-sight range measurements; power allocation; relaxation; relay nodes; selection allocation; semi-definite programing; signal-to-noise ratio; source localization constraint; Estimation; Joints; Position measurement; Relays; Resource management; Signal to noise ratio; Wireless sensor networks;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th
Conference_Location :
Dresden
DOI :
10.1109/VTCSpring.2013.6691822