Title :
Optimized super-resolution ranging over ToA measurements
Author :
Oshiga, Omotayo ; Severi, Simone ; Abreu, Giuseppe
Author_Institution :
Jacobs Univ., Bremen, Germany
Abstract :
We propose a new accurate ranging algorithm for Time of arrival (ToA)-based wireless network localization. Although many works have been done in the current literature to optimize localization and tracking algorithms, the mitigation of ranging errors is still a very challenging problem. To this end, we combine and optimize two well-known super-resolution algorithms such as Music and Root-Music, commonly used in the estimation of the direction of arrival of incoming signal sources of a linear antenna array, with the powerful mathematical notion of a Golomb Ruler. The results are proved to be tremendously efficient and to almost reach the fundamental localization limits depicted by the Cramér-Rao lower bound (CRLB).
Keywords :
direction-of-arrival estimation; linear antenna arrays; radio networks; signal sources; time-of-arrival estimation; CRLB; Cramέr-Rao lower bound; Golomb Ruler; ToA measurement; direction of arrival estimation; linear antenna array; localization algorithm; ranging error mitigation; signal sources; superresolution ranging algorithm; time of arrival-based wireless network localization; tracking algorithm; Arrays; Covariance matrices; Distance measurement; Multiple signal classification; Signal resolution; Vectors; Wireless networks;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2014 IEEE
Conference_Location :
Istanbul
DOI :
10.1109/WCNC.2014.6952931