Title : 
A new distance based algorithm for TDOA localization in cellular networks
         
        
            Author : 
Gong, Fuxiang ; Qing, Wang ; Zhang, Xiaoguo
         
        
            Author_Institution : 
Sch. of Instrum. Sci. & Eng., Southeast Univ., Nanjing, China
         
        
        
        
        
        
        
            Abstract : 
In wireless location area, Taylor Series algorithm is essential to find the solution to minimize the objective function-the sum of squared TDOA measurement remains. This paper proposes a new objective function definition: the sum of squared distance from iterative point to each TDOA hyperbola. Then steepest descent method is used to find the optimized solution of the new model. In the end the two algorithms are compared using simulation tests under different environments. Results show that the new algorithm can achieve stabler and higher accuracy than Taylor Series algorithm especially under high noise environment.
         
        
            Keywords : 
cellular radio; iterative methods; time-of-arrival estimation; wireless channels; TDOA hyperbola; TDOA localization; Taylor series; bistance based algorithm; cellular networks; iterative point; objective function; time difference of arrival; wireless location area; Distance Based Algorithm; Line of Sight; Non Line of Sight; Steepest Descent Method; Taylor Series Algorithm; Time Difference of Arrival;
         
        
        
        
            Conference_Titel : 
Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on
         
        
            Conference_Location : 
Chengdu
         
        
            Print_ISBN : 
978-1-4244-5537-9
         
        
        
            DOI : 
10.1109/ICCSIT.2010.5564880