In an ad hoc wireless network, nodes determine contextual locations based at least in part on measured ranges to a plurality of fixed nodes having predetermined locations. When the contextual locations contains at least one error, the contextual locations are updated based at least in part on measured ranges between pairs of nodes in the ad hoc wireless network.