Title :
Decentralized TDOA Sensor Pairing in Multihop Wireless Sensor Networks
Author :
Wei Meng ; Lihua Xie ; Wendong Xiao
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This letter is concerned with source localization based on time-difference-of-arrival (TDOA) measurements from spatially separated sensors in a wireless sensor network (WSN). Most of the existing works adopt a centralized sensor pairing strategy, where one sensor node is chosen as the common reference. However, due to the bandwidth and power constraints of multihop WSNs, it is well known that this kind of centralized methods is energy consuming due to the need of single and multihop transmissions of raw measurement data. In this letter, we propose a decentralized in-network sensor pairing method to acquire TDOA measurements for source localization. It is proved that the proposed decentralized in-network sensor pairing method can result in the same Cramer-Rao-Bound (CRB) as the centralized one at a far less communication cost.
Keywords :
measurement systems; time-of-arrival estimation; wireless sensor networks; CRB; Cramer-Rao bound; TDOA measurements-based source localization; centralized sensor pairing strategy; communication cost; decentralized TDOA sensor pairing; decentralized in-network sensor pairing method; energy consumption; multihop WSN; multihop transmissions; multihop wireless sensor networks; power constraints; raw measurement data; sensor node; single transmissions; spatially separated sensors; time-difference-of-arrival measurements-based source localization; Bandwidth; Educational institutions; Power demand; Power measurement; Signal processing algorithms; Spread spectrum communication; Wireless sensor networks; Dominating set; Fisher information matrix (FIM); TDOA; sensor pairing; source localization; wireless sensor network;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2013.2237823