The N-hop Multilateration Primitive For Node Localization Problems [Journal Paper]

NESL Technical Report #: 2003-8-2


Abstract: The recent advances in MEMS, embedded systems and wireless communication technologies are making the realization and deployment of networked wireless microsensors a tangible task. In this paper we study node localization, a component technology that would enhance the effectiveness and capabilities of this new class of networks. The n-hop multilateration primitive presented here, enables ad-hoc deployed sensor nodes to accurately estimate their locations by using known beacon locations that are several hops away and distance measurements to neighboring nodes. To prevent error accumulation in the network, node locations are computed by setting up and solving a global non-linear optimization problem. The solution is presented in two computation models, centralized and a fully distributed approximation of the centralized model. Our simulation results show that using the fully distributed model, resource constrained sensor nodes can collectively solve a large non-linear optimization problem that none of the nodes can solve individually. This approach results in significant savings in computation and communication, that allows fine-grained localization to run on a low cost sensor node we have developed.

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Publication Forum: Mobile Networks and Applications journal

Volume: 8

Number: 4

Page (Start): 443

Page (End): 451

Page (Count): 9

Date: 2003-08-15

Publisher: ACM / Kluwer Academic Publishers

Public Document?: Yes

NESL Document?: Yes

Document category: Journal Paper