Title :
Joint direct-calculation and adaptive nonlinear optimization algorithm for UWB 3D location
Author :
Zhang, Wanpeng ; He, Hongkun ; Zhang, Leilei
Author_Institution :
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
In this paper, a 3D UWB location method, joint direct-calculation and adaptive nonlinear optimization algorithm is proposed. First, performances of direct-calculation and nonlinear optimization algorithm are analyzed. Then we introduce joint direct-calculation and nonlinear optimization algorithm, and compare this method with the methods above. At last, using adaptive iterative step size to instead fixed step size of nonlinear optimization algorithm, an improved technique called joint direct-calculation and adaptive nonlinear optimization algorithm that we proposed is introduced. Simulation results indicate that the proposed method has potential in asynchronous UWB location.
Keywords :
iterative methods; optimisation; ultra wideband technology; 3D UWB location method; IR-UWB system; adaptive iterative step size; adaptive nonlinear optimization algorithm; asynchronous UWB location; direct-calculation algorithm; Adaptive; Direct-Calculation; UWB Location; Variable Step Size;
Conference_Titel :
Computing, Communication and Applications (ICCCA), 2012 International Conference on
Conference_Location :
Dindigul, Tamilnadu
Print_ISBN :
978-1-4673-0270-8
DOI :
10.1109/ICCCA.2012.6179160